From ec0389a3c1c0cbe93fd04185a20507e6447ba13c Mon Sep 17 00:00:00 2001 From: Fangjun Kuang Date: Wed, 12 Jun 2024 17:36:57 +0800 Subject: [PATCH] Add doc about FST-based CTC forced alignment. (#1482) --- ...-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav | Bin 0 -> 108844 bytes docs/source/_static/kaldi-align/at.wav | Bin 0 -> 2620 bytes docs/source/_static/kaldi-align/beside.wav | Bin 0 -> 14206 bytes docs/source/_static/kaldi-align/curiosity.wav | Bin 0 -> 22576 bytes docs/source/_static/kaldi-align/had.wav | Bin 0 -> 4550 bytes docs/source/_static/kaldi-align/i.wav | Bin 0 -> 688 bytes docs/source/_static/kaldi-align/me.wav | Bin 0 -> 2620 bytes docs/source/_static/kaldi-align/moment.wav | Bin 0 -> 9702 bytes docs/source/_static/kaldi-align/that.wav | Bin 0 -> 4550 bytes docs/source/_static/kaldi-align/this.wav | Bin 0 -> 5194 bytes docs/source/conf.py | 2 + docs/source/docker/intro.rst | 2 + .../fst-based-forced-alignment/diff.rst | 41 + .../fst-based-forced-alignment/index.rst | 18 + .../fst-based-forced-alignment/k2-based.rst | 4 + .../kaldi-based.rst | 712 ++++++++++++++++++ docs/source/index.rst | 4 +- .../export-ncnn-conv-emformer.rst | 4 +- docs/source/model-export/export-ncnn-lstm.rst | 4 +- .../model-export/export-ncnn-zipformer.rst | 4 +- 20 files changed, 787 insertions(+), 8 deletions(-) create mode 100644 docs/source/_static/kaldi-align/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav create mode 100644 docs/source/_static/kaldi-align/at.wav create mode 100644 docs/source/_static/kaldi-align/beside.wav create mode 100644 docs/source/_static/kaldi-align/curiosity.wav create mode 100644 docs/source/_static/kaldi-align/had.wav create mode 100644 docs/source/_static/kaldi-align/i.wav create mode 100644 docs/source/_static/kaldi-align/me.wav create mode 100644 docs/source/_static/kaldi-align/moment.wav create mode 100644 docs/source/_static/kaldi-align/that.wav create mode 100644 docs/source/_static/kaldi-align/this.wav create mode 100644 docs/source/fst-based-forced-alignment/diff.rst create mode 100644 docs/source/fst-based-forced-alignment/index.rst create mode 100644 docs/source/fst-based-forced-alignment/k2-based.rst create mode 100644 docs/source/fst-based-forced-alignment/kaldi-based.rst diff --git a/docs/source/_static/kaldi-align/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav b/docs/source/_static/kaldi-align/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav new file mode 100644 index 0000000000000000000000000000000000000000..004a33532ea2547c10c0074b967733ba91edd9f8 GIT binary patch literal 108844 zcmXV&1y~zP*T;7QAqj-wu5F?2a_jEye(UaX>+bIE?(XgeHR>(YfkJV2$nN)>yx%j= zZg$7#%$alk=ge%nv~JNN=%g(5Y}}*y@NrWD9VJPU2@4wVFjtZ^lA|L@P6Ey=gLwN3` zX-?>>>7c2isj2D2Q;?=WcGQ&7IB5(TdyQGnmh~DJO`aSnhs&YzCHaheN4_i{miNf} zyVx+gyLn%c1A$^ffOBNEAV`c!?SURBSi*VOy!QFW8LSG}R$QtzlQ)!*d&t$rb2hFZuyN{v^oq&W4Dny)%Z zh3YHvsH#cIQd3n~(n^2TNHtG&lY%50$w?|JRhELKl2UQ0hSWr=BQ>Q*U8L4hEADNi z?ow}QhO|_gCXFR5lvYWrr7f2GG-(d+>!fX@kCG;GpH12}M!THc^Q1kDc!xAg+8~{h zb}{bF(j{oIR+<7e4ik4yI&TT5$hDCcrbxqSYc$kZAuVId7f@z~G?V)}YMVpJIno$v z9wZHsI?~5FQZ1>0RG+IR&-IAuA$4LL?u@5~R7%o8(O}6zvX%^z3(pRcGh_56-kN7$ zC|*qRWBeIv8ua+Y^$yxzP!Dszp!{7R*H&Ar&DDBpS+$tjK<%k^QU6s(lB)@Mr%}&TLKn3iH4Rs1t7B<>nmU~}*3jcC z>UH&=`hpSsf`{G_BGd=)Oq80X=Bk-+LM$AR$^56PM!3ygvgIl-Rgp?dWu%I5U?5a$ zB6Wi!%S#QVy3i(2DhFL#NR6c0@IqUtT^nk*C#Dme(Zj+S9f+w;?xvJ>fu<#(s4wM; zNv@I?EvRsy0s5!YgKzXEA5Q(EekR1h=ik&s;-iT9K#!l&;~VNJXnq?y@8kZI+1RY^ zS5GhtThwLh0;s;2@vem8gQ4X(sIZijb?P?4MkqgDodI<_sr}WV?qRuSSUG}`I$ob;e@Hg_u}_Io+k6$QyoUB$?9CfN_7!+j)nfCn1`m!R3ql77PHcx zr)s>{RNYh`)n6^HdZ`|2MP{=YPZiWwY8BO0bySV2s-!7)svog>HC53O>%`@umQZcf zze$R}LyClpD%TS)eRZrYaMa{z@;Uw=!Dkp>$NbDMOS& zy!BFME1Q)q$|hwa`DQBfl$FX>WrZ@I5@VGy7 zr;JqkD1DVK)IXd$JM-I5nW8Kt|7K+mwXIk7D?637w6cO8EugJ+$_8bJvYYtLw6}r0 zYxUzmDR?~ zMpfuupZRIP+UdkR4p0X%cY-rU!Vz=egE_p-V)oa=UCWu@O+1}bFR4%9z+38L*3K{W zBjG#0ui@2iaOgudl$fV*=tZPyEPVSFIh};O%~q3K?B8RT|j-m0U80+HIKkmAjeEp?FD zK9UEu1R!zBlG9PrOD1HA8_y=V5ujPwE^#akezj)LnY*+s`^3`A$`j; zl8W^DAM#Y?*HubXQ`8()^v9Ey3e*BMhIa#P`_bpWNYOZ?c@BIQ3tzn^d{GsoYYHh5 z>Rb5h30UDcQuH9RcN<-H7+$*yauAy0J{#vLE`i@?;G{>a;-~6!E}<3U!9{tjz0c|!DD{bvMNxAhqY*9W-~cUDHPIhm z`dJd4_7B`rns;~J>hWBalu~eO4{4}0P#P~yVopbcMJ7p$2+O4TV3U=go1NU3fM*VX zgLX;Bc|RrHlAdr~l`eyao=UHzQ0~u2J1N~D=AQHoym(K#P0BCn5BCr-WEA-E8wfI< zD?>8KT3I9OWgT}PaHhL#BO7?v$_0`Yan^FKlqMxf2~s{+IwjJiSblSe%aC%VLMc*u zExn`0DBAcT{pRVZ^g{Yh_#)k*{qI~Sq~}tE^ca-(n7j|cXa~S>*THFz=+#^4rxYjs zrRHSXD3StXmER;wYq31V(OM*R=Syy~i)_nP4qR-ME6A1Q;yiitRnf4Le6+Mbc*Ng6qyTGFHf+WID?THdpHkE8w{+>;qq9Mnl>6z`=l#`K83o|g90 z*S*kJ^zyNEmiHsldQj*ZaN~I9X%b-&Yp*Y>uL&!&JTqC7-%8+`e#~S`sU2xUdG0_; zRbqQs=C(8MU8NDyIPmSi)YFZety#aVscSs>dy=y&SXAJlMo5;n(g10g)S1v0L{!&; zo}00EdJafe&miV!CUov=>ETRP%@Us4 zQ+ARx0jps)z1%{NmxBIxL7xk(uFZ^dJv@1k)pLRwpT}s0t+0R+y_ktMwA%^VH>6)a zNaGgFLNg?C5UbZ2Nn=3jyCBbu$fHVNRV!q$gsfFT$>~UiSl;rHeThhmG~}9)O0SWO z&ybWM$eH&@p4VvaP-Jfs@=n+bN3aWaB7q(uSx=&~Zz6e~@O+1yFOfeV$$c74zSx4& zFOlyX_1q!6BJ~UyAPgz~hWjge5KbR{^K_s1x9Hwaw0(g3A0oT%QBw%Lxkt)-;_uPk zaaz7ko#&ABN5RP#E%xF|;%=kCLy&;SD1V(^?zSN3&1nB^^kgTvXE{&H!5X{CvD<=* zW`YBHfnOVepZj2qlmk=Mw%8{1)w0_qg(k zyaLA_1mP|w<^;HOD=7H@NO%p{cRHAR80fq!2zrPz5KKK3q}`7&j$Eri=i|ZjtH9vn zLG*h;$UBtNVA$)R-UyIv2)(>T4@En-l`Hi24$rYlhVqx#-%5^>tc3HPuVisgfx04O|-i^Oco(`cl} zAY|<czfXuif?wl2QfMbF&qSWh zMDpxLGOa|yO`?T)$S>igSb)^qMEl#3;b$$9`G9nha0$u%gIYhMxk5;}Eqy>6hY`L= znP|--LOkJ*^bzeAN1O?L=_C81JTB@;v!~d>!A_8Tqul7w^?IIYj;;f0tj$FXadFE%_!st^4w4`86>Q zNxd%Llb^^RhGeJpYli*Y=IIr%(!*2_!ejq(OcoW_HA z3Hoo87s+dwn{9XzH_4mHu@9=>An$YeE#)s0zmw9pxOU2`R(3F&*NpxOZ>Qz0^kgG_TSk9o$%Et;a$UKl++1!7 zhN}cu7MESYeLiri8z|KoF0DwYO1zisB+KBwR4E%iF90bUMn|7Q79O{F8J6G? z9D}E+8(OvuvbiL_BP%rsUFf1}R5KDi9hsh|m{fOks!>&xB;@-y^g|TdEE!#ptmL9g zQ;GXV%x8;M6RAR{eZWKVjkr%}jK}Df`)HEe=&TD|_t0MF@GGsyCv$?|HE5)5cvqg1 z^8#_#l;?z(luxAISCoB%SLPJgS2Sh{IwwmhRN_egO1|5qoZ~u;c0GeOTZAWSlrjSC zwpCe%pJ+W^pk>MgbmC%S_FCFqg2!nSVHWyu6CS0-Jk8@ij(julL$y@uD|NXVDgP*K z@Nsoknkv3Ya z*mC*MW-Hl0%Ec)$@MI|A3Ld=|)cPErdx4)X8cr3+EL(9@WiVq& zyr^ERh(b6`PmMZiN~Deq)`SDT(*n4^(9%{ey>V4js39KCOs1DvpuaSNmbP<1f2q`9 z01gO{sOwgvUH0AJMs70XZu6NA3$EZA42cLE!m zL2IduD<9AAFV^;NXq2r;7Rp&sBA5P$F*187tY@6A(78~tfx^y=$<;#J6w7-3zL_I-(LrI$r>f4Q_ummsqV&3L+{R@ryQF0oV!#t4R3MjJ@n(VaXnMO;4 z@LTq#4`Zph8T4(zTT^-{aDNqkYw%W{(KtgJF)}A+$e!^@*a#}LiASmlG%PUjbGYUn zH2I4>{0+~9z@cy8sC#hfT_n{@5c_lGz49Ge2qattPkcpkra z-LL8Q%XnV_PToVUi=pmrkn$=hIfI)1 zg;FBF*mLN|oD5(-yIFRAIzi8l@Mb?!hLdkNDedXcf6Ui>u=rJM%B!?-5wG7Rw9hVe zJD7Yo8t51{=~;04ZT3{Q5O)Zx@ddW(Wn$0L<5Rp}W3S~j*5X~P*qhuRQ|1!3XE;{u zBP`Nu+#g|g3aj=l7O3#9gBHy3K?(V%KIe;}8~u@MJH9 z$7ayyUT{Dk=r$a#{LeD-apdYv=*+0PSuDPPuuZx$-X4sy znox((hWTp3b0^|jkf*67wHo@h1fdK(SPFUIjzn<7(kzMH(*!%S9P*$PrP~oYQmQNT z9F1Rn9z7pH=tCICEY78m3)Iz&YZFvG40W#(PC&D**g5BkIR!<&La&?HI$yAKj*#aD zGKAW;Wu8*WV{UtcrufC3xVolFH%_kVfYyG@Oz4#vT)|* z0kyO_`ElbePs`w7;)615YJ_$OtqsKkz{RHg5so11q$9g7~;T;R2ypOFXJgzZ#H)Xt= zX}H9T@Y(vvrLpMz!O5N=S{HsD@s+CJ*(`jclAHiyO$MKS{(lSc3s&nR=_R=J8!6f3 zkU`6~;9P-%bHTPw)K*L`E7z3kU@Z#IYAJlK&R}69m#`#DfSUb@txTSBwC)Bbmq5&3 zAonsL`G#@>xecKMc4Z5>I%gaDg7Le{J>CZvxynrQkg%W4z z$x6;?%#?>Qj=_XBa%;Jl+*NLZ<=hObr7<>iHSCu`jIcT5Z_2pEZ-03NCE9bkqZ>JE z%dMb6d&>U9Qx`%imzft{|+YH%pkUA$SDlagCRU((CT@ZW1ld#bYpy9CLV@$J11DjOBM0 zG3&5UchQU8mar3Q9)hL^X<-vF!dks*nYD9Riszv4Ddy%PPe+;SS=2OxK1`&&NsRwL z+FDKT#V8j+gO&7by}W?8>ExLx52Q~mnT?^)U?Md87aEAZPL%t}J(;H-+$YdyF?(H@ zi2>y4${f|U1i|G^<$Cx-%3~Q?v$FD82T2x7@2`|1eP!Le#?$gty24r%K4RfF7W)GG z@gi@+v%HQ~IttItbfnS*B-MK2b`!gbr$hLcw{hNN1vZ~p%`5PrufSiufHgjv_l4wH zhp%S>GHVQVjHM1?8xBFT%^=SdQrD1Y7dt2y@HU-ckKzRW>ofR)j`4hvrxW;<9?;Ga z(jTzPa-H@40t@sa@fR)r?K7lY$J2ikoAfsOM<=;|vPgtbe!pVN#^R?6WpCgC`$tb0 z?Rz{{FD>JKDcvXjHg(-Va@<22U8cO)FWALM#91CO>hVbXe%P@6kj9fp+h!T*Zs@a~ z(QmMfSe#ZGz&M4+Yc9{*7{_+#xt3fTp~M_0whSuHL>Ek_=1Kf6fdbP>+dz(u$p5{x zeHhQ#N&H@iD7}ZbP2^fmEy9!kKUpbu#IDfa?UdO-y72O?v-D#%)E&cYO{WLq1eNf! zZGg5%(KVy!+cd%ydLZ^1`Z2b}lv+h!Cs9u9>9j(pR7Ddyv(x9m{$UY2slxX!_Wjb3 z^wH?jKj>0P68iZUnpm8|5~rxXp%1R1OTZWo$AowgF_kpsIDUhHn#)3aQ97DRBi z^w9~NAoiub*kLxZ<6H?n^uMz>EiHPoH2cybRqTuhl3I;DWpSFP8oFNWAeX?uYDW%d zN;{y-yvgUtJ&4m#eqaS}LS=S*YJ&&FUVTrr_fWKbJG69NV%wtO>a(NL7Jiv&(c+UW z+%O(`iybDh^U{t|L(%LLp#2hNU<5hl@!OUCn4W0*0eDjWCI3R^WUxg`j%BU{mkgqn ze$+dklB?mnRm|}QIOY(XD)z0G!vovkl6|b)qn7hxhlyE9{z;?zqf9{qeQk2EZiDD0AC?4Nk7L=mh& ztHR=T1-sS&#TLhgDvo_pj`JN=K(rbx!arCpDN2!Ii$zYqXAD|GK3=5)LZKp4 zsvIJg*j?xd*8i8^W+454v9z0F%?twT55txg zp0N>N`axKabFdM_*)DPJZa*`29+bV0SvY_`#MIgf%)9`)vUIsRsosWAm3~^xllv&N2!oto9g2oesV77;Q2Z z=Nmj;Pq5Tu@K$^#MDlwN9=Oc;rW1ty%=#(za?bEB{3e(2r`%@OXgfPa=PkasYn*C& zNO(`_cNTj+jya2mc2@ZQ^z2w^EOX_~+}UC6XDE7R!2xf92`@z;^In4a543nE>R}Cu z-I;-0y|G&U=XYoYB}c>08{p_!1Yv)!!Kzw-Ez=JkUxC%K4U6Qw#Rj~IP4WqA;|x^Y zi+A!UX*;oF)^MFeYF&lK;>5^3D1Mr73ORQj${*+VIqT;Z^RS8;TFdV_>O5gtU3c+& zzNY@u*q3LKk58D3-8|hzf(m=`DN-;3YsZ?isDF{K;v7{JR}zvi1%?w+%!E9u4bJwk zoX7Cz?!%g{KumSwJ0mZ;AvJ~|ZH6M5YO&`m&VIH>ay4Pkr~^C73oI7L3igmkB724* zDTb4`FZXFkpyg;eu?yXknEptmI_x>sL_^f(-i3M^B1eRjEKaL_+>7z-3H}$7C5ZDN zRj@_8k*GGDNlCC+ayeLKN!V$5+{NjYLa6YYQHoPL-;wrzko5oC;|)jhzd<926T9)G zz2Z3n?I3oEUn8x4b5i9yHpy3F-ZMYn(Gs7KV4r#W4z-dw0aHjT!t%35p4(svDd?1V zcGJ?ae*U+M=8G1n4rLlLqKfpl0Vk^(VdJ%cQsRtJ6Xd^dl-SBCq^($ND?QIyv=l)<<7rd$A`A|C!mQqhR}N$Az9!}tTyqW{xJ1km zEUTMbM@ScI_%iV!-6tT(|fYzKT;8D_NXg4TUZrp~@eNW{$O3&e@z~E{8Sf zglrclOiME|p_A${((1_n28>B)sp?pXO_=S8%>5Yj${6rXd-PKm^7drjhog6fqQ$0L zY}irgj|p(d2>4+TD5x|1($Au;I>AXzp;lSu-Wj?&L#5KtMS&9Hly(N=7n(dB>O?_< zJ3K$zrCL$vz;xQUTN?US>mHjVrZJtGTPNYuZi`xaAFR-pJK;@m5 zm3WbLc$VuTb09oC|2sJ@xauh}7rBShUy*u|75{*-h%qKJ)--tXE$Mfd<4?>2d z6meE8nf0e*r5ZqaE__6gPJVHQPGCS!q>4EEXUEyPY~+p#kBN61cw7sQ={Z?eqza@| zo)urlB7Fqrs?9nQCw{~U`2on44($9i0AC8MRgNbiAxg7~6etr)W ziW6(E;gYvd={B=)lTn^TF5kA`&d-c094fwJ4(^ldK9oEI51kbUXauT72h4V2*TB zg*R5lr=Lj<8*qn_TwZ9&K=gJo3$}3Ly#$Cu_>}{wS@`tp@>~mCQ-`PK+$(}|nu9mQ zx)EN)HjGM~hZWePFRN!Rqo2>(+zw?nb3bK~U?-WOCs6VV;Sy9^%?uoXx&lj{44b8=V!FE=okcNk#`C;a6Hxyn)n(z-#gTf@Mq4Vgz$2XV`K*z(E<4J4D#zMt2%`hBy`SKR@gU- zG!`o_11m|K#tmc*x$x`9ukbMHuv(Jf-AIdG_=`*wXF}f+!jOnUDvHykVes~M%gK*y z)<-xszvFtyx)#1TaV{j1wqmH~6)XKARKE%*3;w@=Y&wN>x=uasn321z^)G~y}AaB+Icg zwqb)_#U6i%^?nLF^AL8cc)QN^g+1lJcp75xHT+_CIf}Cy8N@^rCr)of;eCiB&nG-} zVt+fCJhAL~%beD9mOZ#zvtw<r^Q%LJF%M%;$;w?g@g2bCum2UNfBOJVV5nz zvR(x;nn=t{bfnnP9*IVrfGs@*4cHrGB~B}MMr(?%LFz)mhWrZr&=h(KI@Ymh+UDHL zB1bjgpd2V4iN5}fWDaFULs%{6ExO>Yh39u7c{aj{VsB&vl4=2*I09}T!AfiaClBSf z6_TSfQlcexNj)r-KvrxEo=dZ~E3wuEI`=_#=+zADryTYn9k6?TVncnzrV`%}h?88; zu)74({y?5cF0mu@hV*w>Vc&>}M&hJmw`40Ob^%h z><149hb$dN1(IB`SCEG;wXEK zHG7|MiIpo5#~u3g1j%xe9*A@0uegg7*uN?DlYTy9oxdZOSkdBi`VpwHp79QVn*A)h zGnJ9-!AN)~ideevDz;Mw&rxtd0(wI1{fd)?)|P!lZ)UZ$`VSf)2n|sQOSl~G z9@Jokr6P;#44P?dK<^nVtg5A@$6l& ztkTQKoZYPB=Y$7%0l(qpdr0at-rgZ`#3{5eR=+qO_M5XaKZz9{z-Z)-I60Psgo$V8 z;4iWv5s6b|*+;NOu4wosF~K4^qDe_dKBbY{%#J}4zltSa7P3j4xzQn$bQXDJZ#i#n zL{8ZgoY_b4MM^nwy2pgnGLcJ_Y)J7%VtKKnP=%d?a_lQq;*57)xxU;MZ*Dhy=KTp> z@UvIP(_V*Nhx&NY>#*}sf_&wv)t+4sZ+d99NV;UCTpB&fq+hAfAeMfMbKt)iTRNwL za_M~}yC2b{Bohthv~`6}V(-L@{?}*sqX(Yz5%|kHa1FvMJ&3UgkN-sc)3Yrnx7Op$UWosE zEpPkqzF%Yi;xQ-3qB(gbYxD#i=gn+1D(Bj?8aGa)Iq+?%_{KCy6HF+tsmyt{ikjM* zdYnuvr>Vu6G%wPfIp^li-N|yM&Xr#~&bVo*Ctvoao&d`^wtQKm$*_E-YNZip?Xo!E z<*fP2IkrEXs7vBBSvbFcIJXzhS+0BRmprxXtQ=vlMC?5rq`x=unNap$ zF0ku!k#LYU53@UPoV|iW#NME`edPYl-os@mHkN&j(>#x6|6mwl9Qy%%@ccJm2dV}q z$7;b{HQ1jj$=41JmL02N%$pUwkj8p=!92faMLfaJe+|7SzO>zr?{_I0PWbURV&yHs zJ3ZQ>>06=C+Jey=U>R4m*uhmn@0Gy`VkcI7lT@4)EWS0WL5>C%l+c8|zMib*+7??{ zoQoGBm!fYyffQT#u)<0Lw^xW8#AyQ4Ss2+M-j1 z?ktV8C=Q15CXazuD_JB(J6isS_F7r|n!;+YgB@R!KK<`&scQ7OE;dRv;)-EWG(;*p zVt0rylM3)hXr*t+CtK-0Qn>_QM_os5IZM~jGar$-+mUCn;HiaZo-637wb)q8&{JX; zTj0g(NW6QXsT-i&gJ`WyV8Y|*qNZw~G!NbUhHr6tqq)D4V-C9NFM56&lKUFka3yUV zLVj*Un=L_li*Hlcqx)u)e-XcPEmCzGal6oCW63`c9XW(l@x|I8^3Npf1dR?ulMY04 zc0wX|M=tlkQ`rzCUy**)$4glsja>%MU3n~kKy-KsBdb zdyUWS1IXYiC$9J7p?iu4_db5Q19<8#TfDZr@!D>*`0rkV67F-N+BXHJ+LBsC2kbc<3?z#R`Le-HE#PYox*C5g0to!__k2*W@e zKd3iX30C9DD^A));`PfVB@WMND){9Nu|`R{yk zWrJpNXzL60f5yWse374tyU+7y%PE&f^hfmTHFdwHmk+>0f6I~ zTl!*YGT^J0*kSd#w*n)r!Qz<7Z%;U5KOESew7cloomeMJ;LP{n zhvo2z_y+eAJl2-Hhq3)LKo$oqXe(T81RB|e7vU_Hy0!Ejq!C38SHU3;__u=C`>2C& zr!5+~1aD1PwQbljm}J>i8Vmk!gjVj%N*8-z0j$I($cYu~PVEFG_hDW2;cY$=WG!p9 z95pUPyPN_!w_{ghDhPWy*26^POn+q0Njy#B%c0Zgn5SUr)5xV4=prN9&r^Ou$*-Jn zHKBXl(ReM6+n~ z5Uq%>w#5Ge%qQ1zG`ZNjJq|S|VW$m3p0A}X(f%9y@&r5Q5?0VcT3*Vm9i#MSTEEOJ ziQUY-+$Ye3z08r7<{2onqI^o~FMn6-N=xL;ps!)f_90rX0WIcJ_gQ+=0o@|@waz2K zhl136EW1-p&>}stc-GRNTb8pe>!|qwmeg+UGq4SBS!i&S{@;XF&%qqxo3tH$P6x{z4?IgZHy~dux zDfGuJw7_cc_7&civBuxB=1-ufPLXmSTW6MKPeFJnZqTCmzGO3+>k@N18~bcG{(&WU zLg%43W>H>vIA$SB#JRHBXeOaqdV}&u^VW;|3@p!?2$>%EtsS@V$+mh=TDFC%nEOrtR^GTi_j3_#BL(;KLs8572Wa@S+Am5=5Q+e5MS@_ zN1Crg``zPI_9^t&Wnxco273hOfmgAQwV%Dr)9hvLLT?Dkf0-DeHxIGTc^6&uh^Mo} z??5-6BYqP)aWCO4rLJ*;_$nGGoD=0|vB*zS`UtyV2PwCQ^h?Bw@BPn^>ysr0{&RbtcrYVnc0QJi*NNd!4dl@H|OH;c$I&w^nNkYDUYid~DN=&60Y9|BpOqc-s+;C=4m`~D3UkD54r zxfJd`N>7e~tJa{`PLZ~ka1yO`oAO6UJIj3+rLVw$Az0uav8sQtR-VJ>H!PmRJFLYI z;JL5Zq~dGtr?hyHw!}`|S>k_UOOMqBsn{QW3AbZ^0J&|_y>*J-?BH;2h^JZU1qUb(%4(wt^CIq0M$94Uy76N-h6fU zT3M`?M|Muc9_nEE-yb{8zw!?07whpiUm7&z>%0@JsL}Z5_oL@-$xeJlRE~cFYOaan zOR8A3cCaK)0iIzlUm?|2Vo7(zZuuqq@kLQjO$)wF`ijjno3mjqXu)CZH?={&u38LGN;$ z0IUsy2tw=EM$6YHR^W;l%SobF%*}hggfWt2mZ|gO8^; zep2zzJNwXLJJCPl|8|^^=t*i-#@q(`X9n7_ExRKIDHQH|25()3^Rhv1x8U;gaM?M0 zOOMbP4Vc$SAh74GosF#HlI(bkQ}U~@jQY~5IAygA{t{pNHNpOR#yqb?IyOeqdEuj* zt~Q2tf1!x57wu%UE$dMQAur{dN=H^w0$g=jDhbk=MW1zY4jR!Utz$1>fm$3p$r&r_ zu%zYGSt3?(bNQ_0l+*!Qt&CpV%^Ghd4U=0*kJMR`BRLLh{596{Pia1OtG|2*Diopt z3e~sxTT=0tRAwEl(_GQ4)+n+k*7_T~0joIW)?Vt5l+RFwueKB@Z6MqtYx1#!Z}Wv) zN&EmoeB(A$?kt^UU8W#~%BvSxL2cFf(nv;kAMeLa*;UgKzeI|3No}aK0$o>B_7ycX z-{e^-@{;nj=L}|>4)O?dbEO0J|5YhXxoB=)w8cD19%vOMoh~|EIM!?>Pqyx;&Cwi@ zs>r`Jf2@{R#mn=RiG{kN5OtJQoYi{GQr6fR`LR{DW}aHXyvN*3I;Z(z)yXOmE4(6H z*GscW(_R{3*3t4vu*eZ=!vdi|8r`cCA9n~$h znPYNy&vm_JENdNDG$M0TVtB&Sw2e95xyd=Z%##g6oMKGxba$=G*_77n4bAP|+rKh4 z(#@5{*VhAz4rhm?y~vC&x?^+LIL1M7*x}%5DrxL%TSNC;^O93N6Qw?yJMt~{p}A$z zmcmsr}(+noNF1A-~zZl0F-`Px-j+uLzPZy;Zh8N9MdZMR?!k5j!s`HeH!p=o} zzoH&gdKHw+JCn63y?jcmvoY}!L8@FI zGLw_@V*AADlJXL&M*se?G+g<-Jh6lOp+;L8`UE_cWOahk&f%zPo%ti}US_4Vvnj(f z9kZ?e+<)`#&5xusW4_l@*JPKjKCJ_Lcpq>Ws5@tlNV^n2EZvEJQ1MFdAC(?GFZFzG z)7-?|_Ub-;w1dv;cks$`*#X<^D#@R0&Nv)*sA3(KV@|!CQ9eJWAiQ8?(Fy66R&t2& zIUShh>1z65`_#C=G0Drw8#8&PWHr{8bG zr-VHV-T89P`xSrpJKbrtyi=zdon6X04lLEK(jK2ktN6Tyna}u;DJ#bN$CZ$pcdkBL z9%(G9r~hWR(BY3ya9LB8obpQoeO+GatJxTI;oACzKNFYzX!*56WV2*lMqF~Er0|@f zc8&e?B`TI!Sz=$wqot;l8C7;x(0!NDQnT!OIavjHh5zIS=S?%O*IuzN=F-QtiBla@ znA5-BzXBY6A2@Heonx(0f9KaN43)cR8(O_nZ)*@*#V18~ zi20M)Io&sLcy!SB2Vc&Az7V-2dzQ^^{dFr>X}NW#-64k#MnBDw!i5D-3tJW>Wa^T( z{n-$`=5NomtlSfYQwz1`Z)#=htJVqDU#y?&o7-=-?`FHqs${FR8r__d-S&E(^ttWZ-fxw!ztLEQ-Y>LVhcotq#b=o-F^`;=l*$&n1!)#Oa z1^OHMe4C@17UpO9ee=#`jmePHYiG90Dv=wK^*Q}x#_#+N{4bY>vQXWYe=V_HJ-$J6!Cw0soWDeGNNezmU@&^=!%jFH@9cGx;8D8kR>DpY@Z`X3JyId!@g?WT{)^uOw za?k0JgSTmeX|}z;ZJy0-n+f`MhHd&Mx=uPzLpQ@Y{aBj=Hpw>CZH8(+wb52r&<|U6 z_YLoD@-(qhh&r!uSB^RJMb7a8&d8Xjq@Rer6*(bpeD)#TW!p=dUHPZen#V1Q-ktm{ zZ${qPH2cKUk-a}{e)A!0bXdZN6TeUXX&U2^V4Yefw#%=msVzs5e)RK_XV>AQ1+qqXU| zajdDIQw!(DuGwy0ZW`xPrah*M4tE{Qrr!37VY+o{(HP{)VsmTlFZ~6Z;?l8#vH5?^ zM%_!}0i&wV)>f2n6&%i8l(jtLREkfMCiO$!cFmxov5B$22L9=v{>kjD*`L2OdGz0u zsOAw(!iqxQyj=dt{k!_T{LlA4OaC16J?h8axT55#sn^rpGEb+!OfhC@GI}SiOwyz{ zraGh-=DOvL&aGH5tZ0)mPW_-4d4s{-nbjr=4yMJcB$> zyH|IA;?mcYY+Kp*z!+$M$!?0Fzs)qO(bjKmZrD7rw$I-cPf(s1=o%5Gu7EjJgc#v{1eR$T1oWzVZiRBaTrM60(_H#gZL_}!B z%Fp&6UWAQ){p?-auj{{CeZT(W?eA_;AELeD9;90rjxAi1(=9DMadMn%?CO{wi4pKr z|EyZ+g{i+X&gIwCj5Kt#9cJUJNwV6fOSbK82(-Sesb_u4W{WOc*HyPtH`~_QRM+X9 zb9a}fE-o(rxa@JZa@=8@Vmr-lguTh(AEe6@eOW_+v9IG#r`paloq9MOcL`?P7aUTI z!|i)Jlr;I;IUDZil5G0wvh>yUOLca-6WT%A?$+5>e%2kdx%xVGVfqI)vu$2#V>OMm zYivU0vw0a=ZF1vtvvYc9eM#Swx<5JdZ~s_*(tjyG<5ol;`SJSG}+g} zh8%ry!*QEJn@~fdoxO3NUSoBYuZ;W2r)&-wUmJrBSLNjeM{|DXx6^E~Ei^r_o|CNo zeLiY^!l;~dB_#J%SO=WOT{imh&NFbxL;f-=tH?`_p=*HAAGdQX8HlP73?+|PU}Y5WLb?i7ZyYm%~3Q`b*n?V zHoE;*5E|Ppb`zI_0)aX%<`JkISE7anE8u#5u%&j(-1Z>gT4P zTSk13`&JMjtyH>YmPjj||J`PRLxx?1_JH+m%_Qr~$}+5q&enzK#Jml6OnjIOlfG|GK<#>EV3O_)3><*kx;D`$oUr zW`Himww}`@=aQz{wqy0v?3&vjvY&1js_$kfv^CpCYIV}Rq7y|&6)UN%c~|a{%tcw( za?a;W$ts?CE<=~TH@RV<}-=UtHUB=sA zv#V@pu={8Vcf8=x!qnB#?9{-qx@m}MgQMR0kaHu)xyEO9Z|v?Giff&e1|4GM(6ZRNkM-d-B|D-sb74jywcY8x&S${@N-u2l!bAgF$?3ir2aAo>WcJMQtABi z1!H7K(_7EKzUzG40t~@@g1iE5`AqYf>+cX8SEgxjKc9-OXPvvdUGvQMa`*o08ST}^ zqnB$jmzA!YJ%{*>2pkkR&~KR6cDJ3blid%w-*Db-|J(MCF5LQvTv72VaLehE6_x%Z z?Q4>A;>-BJgpctxWBbQWjcXd$?|1wgs}SeV_2D_u!(yIA#r`Yk(mN^{MW6DD6$Y4FsOxg|$vFvwQ&X}A*chdgOS< zslRK!XG!0IexH1gdQW#h;P}TlRR6}B)3JqRbMzU388MN7YJHp)TI_z==b7J)iAUnsCmv4yCwFU3?R*DmjLFKUqi;1gA7caU~EXpw8^cqdkJ@)`&rLTzE=Z&1_lv8(l_O4E$F4NrRx>a}U@3zhPkm-%F zxN(kdzLb+6k~KYP+@G~SpZ+ZKyJV!}H_!KrU*?5u2p#xp$h+is+n#1W*zs&k#J1$8 z>Ry|BO4anN%p3Z(J}>>89B1hAG=Wy1l+k$yQ`f}bO|s4^TW~MSE5$KkT*h#akr~wvsg|mSdv*eq4A%ckyC!1 zif9$~@p0o@KWajA*X*CU#SxrI19oO0XaMv3dLXS*LcaN%;8L)HylbNyiD zXu%f!`(i7qHLPkAIMsAVyHB~8`z(I-&%d97!uLge`}-_L{rxaQt z(oDaf+Rzb~qK;NMa`jlpv-@wUucW9|S@o2p!bw)G-6E^>YW%3~i!$+EuN>FfEX=ze z|1x63+XpY+hn)zEczGq%A*}Q7!8!d5%iJn^&kLwlVpOR;rH&Qr>pjYCvGaJ-Z>@V# zX#SIeNlJmW>YVAlF7QdQ6UB>)c^4bvzt+EI;P}AiJ}z!oZ3k*M*bK0L?o!z!(M$Et z_AGM!;V{b3OS39}SDI^7kFeoa#~g6qI&0(aeaii}QQwN5V-7x6++3emp4EI`%QFq1 zR0%3k%RS0!L{jc&_m{I?<-R}qA^6Ss7m2TbMl49#W8KVkXt9Q6{3|}LxV?1uV(q+! zxGGL{>|fe!EvlM5Bfp;VQ?uU~WVC3-%_y`Xt@!ek^5^!&1%S?0qj^gr%2In`I_vA9UPO zEvr?NcKw^RXq-|jr)*Ex=)9-jn>>hkx3|`e$y{+W6F} zaIDV1jZ^EzRea=s($&hr$##tOd1ZcHa88r_F6O6Jadv%NTKOF;S*85@^2f@A1>N%R z=(^d^N?DaRH)mY-ysY?a&-{X-WO?wb&#fpxtTW+ZNIbf@~!Pi$IqeJh%$a>-XZpn`U@pY0OCDzFH zwmIVYs-kO??d>154y=8rbg1`M(;n--%J`z^MZuaGHUo_(jpKE$`mrt_0$P@@QKeO- z%jK^JS$kAAyfR1R`xTrhYN;8e)mSZ;5Awf1zDm2I4!QAh*WOLORCko#=Hu38Z~V(w?%B-+`uZiRU*{q#qQhRN_==c;$Gs?q}nlW|E|fH zq(qpCf+Ff)YGvDUQloLzCkOsx-^Z%4^;7LT-Au>v-WB|3It|ent=gFKeJ+=pP%)?C z-;%kWt&Fp*$`sbjNy&|oTH9LLm9ieIBVbJczP`s(&8r!@8KR=Vf<-wb{n@W!!=?F#!Eo|jA3sItCx z**d!_jtaHBg}pOI)>f6KP$BBw}vtHky#NhKN&x^_-u;Q zWL43+dNr(Yz5a{F>uSUXFY;;Z`=r#|s?}pqf@JEHG)w|WYTHn83wK7NC_na%a`mm%r|*7a!U_fM6eJ`NvMuk7ln>(Z(gF0~1;?_j#2Fsga7u4?jF@A^8S}iAH2S{|2;e|Ixo=q zP*A(l-%8XeUcF3gh3eG~HgIn~z3JlGhH}pS101sCO!GQ*jK-+;&cBkAmL8S-GqHAB zouUl=AJ>(B={_5r8(ELcPLA#PIreePb)TzKu7q7W^8EPsH%W7nH~mRUn_;-@aj5j2 zY7UK-HQiaeedUh6ldbN?zxX*ZHX)%(eD+`K=$_v;y!j_&#?z6{++IY6Z%m${*y$@d zj`y+-EM1~U=|?p}noex_u6a!3gEhC59~Kbfp6l{|9GwMp6v-Aqd)j8E$2BfQ@!+<& zEG)9PEbQX$?(XjHvbe+I?iv!3K-@j!-a7Li|KxCp&U9B-Rad`y_ddU3yreIA8Q+W; znQV7U=PPH0FGBQ~TBqJ7uSG_R8n_MR?=$Xv%y@VG9rt$0`xANH%!STEldJR}ODRtf zOZA81J~i6Zq<>PwMtpp><^^9vcSh}4DzaPT_TO-4LjizYsYBj9d-m^}f;2XNZ^_)M zrmpLB10jkys2`NjyK#2A#yw(t26rxRaj{Xix-X)~1g%sLQ9L8p2!D8|+Mby1TONCU zN178e$<~rflDGImZn5P<(aOy1@29^Jp*p3z zZ@d^bHY8M|CiU1+aTr7cTrx^^UVaRJ$$fBDSGOt7$-iDSvEpFWz{Z7sfz)%8zg#(SRHODvbnP0XR@52g{8INLd!!REH^w7s;|vKE;pSHCP@U6x#W zz0_TPpyF$l-Binb(Dc2=WghLYc>DR!!E^dEDo2_wt$?WRdSVN<0Qcdy@M(BoOpcz$ z`jW$BQ`P_KRv0E3UB+F;d-_t{Yn@wv(zqn(g7LV%P!ptHsM@JIt8AngD;psFPTs`S z$RfTCTZbjMhOFRQ^@PLoz7x7JnQM`qn%p}qMd?$SunU=y|qH?^K1e4k1YZNkw zga)azG{oJZ z2$$1!-QC%J#@*jt?0V!9xkq|}eM{)~Og(Nm-wa%Nbs)n;jyyz@iN7R$q|KxgrC+2E zsAO5DqPF@E?J3s=>YZ`}>Nv0ky~jJvgGIUM%`=M;y{##m&g)T;fJvnuLWF0KA# z#_YWuhn)@FRqo{;-rdlX@2TzW=37gLGZl0ceSnT+yYUzNzah=h7PykE7E_XI;yL1% zVwrTkbSl+EHedEdHd@XrvQ&pOBeV~7W8lfrq5q^QR_u{!sYGdGacwe|$io{E(@A!DPr$EI{7F zp3VZ;UD*J=(+NB5iIC;J0-cTR#goY6;?0tkl5>&^(nGQViZUgkexe?yxuE``Tq8G7 zXT@5wCGi$V@kZEckp^-5FAD^}gWb)HU^L7y`hf3|ceW?bHORTo(bDmoqmyH!W0Z4- zv)D1$ame1${vGZ=g5$Ysw>#0(!1LO@(A~wo*-d%6d)NB}-$&nR?=H_<_Zat7cY9B& zcLe>FxyrWW5PlaQ>>rL?Mb{BZ$!_X4wCjC^Qc*6SC0{A`%kn7|bw#>Es-$*Nx2bAM zBD)}KCO;^fE32VKQ{Sakk|I(M*rly;oJF?5Aw5M3j3JafS?-SDmU#jUpF5xmzknWvuaAJuhpcR5-m3^ ze_Og(R$7eK8`k>v2_TpczN2F>5k3=NN<1g)OIlIa zWKZN@<#*&M^6iQ($_=XS>c{Gv>S5}$s`aX3RZlgmexRABnX7)Od?Ghdj5JK@m!wOQ zBrftJ5sSA+&mwDq>jH0Ct~YC-(EyV)4$VpUk_hh z?>P5j*C~iHRXEZdg^vCX)N#^&!al?P*q-aiciwZ=b2o9v!feyhJ=-1PIpB%+N_tGi1-Xe> zg`=1r4Irxn2mN*Z3xq-ZTXqdIfIjRKd;j*#bhU8~v8P#wS!SDg({a;bQ({J?z7 z>@y#=6j_Ja70!3A@t&XFD7q6ff<4E%`91z>1a5PB54A(kxHkssc>1MEQczfddUt`M=7T?jnYu{sP&YWxV}CGj z>7zcIcd2)wXN~*2%j-&UQSR;Tj-DvbL-zvrQMcOD#FOdy&l~V*neOarG=rDTZs53xktQCwTBfv3ra(zVhM z>L1vPK27+sEyM@n0+E6jW8Xw+kk4KtB=aZuqihfQs;`?b;2GsEb4~Fs^5nZh9iMD^ zSbId<*4y_wP0n)XXLkmSgPoppz7TGKKS3nL_mQ8)LnTSll~iY$O1@XITXjj@ST#=J zl;u*Lq!E%U;^yKtq>X4y$Z->pLpXW??gHl^ciaY<#j_xr>k@JZ3&CFEy@`3GNt`cP zCv73SAs?q0seG@Ts(PvJr>0duG<)><8jo6~u90(859vT?k0#QU;s;~}Iw-Ii@~!Fw z@`R_tTK*t2*Q;^;=}=f+R*$YqDK!<2DqLK+plEVwu<4Qcjb&m*RmBeTd*^)LRbdZi zmmHJ(m9JFW)nAn+&A<>ca%#l6uqDAA4M)^#VUJ({_5paJ?V=Tamfq?*ZvV@^!2X~8 zzT>WEt*;Yvhpz3zeZkBj;XK+$(nPULIZvfjw^MIW6)2XgC+QP|wgoQ_E;T0USEz5R z^s4!)D%Dj@L)}qzzHF{!AvqfIS{{>ABp)P#IENfatV7p9CZJlR#7gi{_-%Zv=(C^W zm(m{3ad&-prqx!Nn13MM{k6l_?%(4w{>a;5KJQrLTu^zaLTbCgyCtiPOJfElhQve2cYOO^Hed6v$Owg~OqC~mu7CM=6^RNBq1P8Z)zU5x&%i#*KGKE?9 zEwpaLiLlziql_(ryup`3zlKc>{}Ga>>!}zeR*B|;XL(29he#1P%DwhI_D=K$xw4#d zJS}Ovcdhq;Q&BA~wq?#rdy#DZdOeNKJzErPel}=*XP->5;Me z1o=gB4AK_;LmI4}Eop(6eICoZ($#r`3!juVF>iHD^SC@a?d!}RZR2SiT_K+nL_{~M z^&z}ZP#g6P?O$ZZ|rZTr5eaa+I}=YonbBv+B-EsEBkL4`|L(P0;I*myPk=eKPCuqOCu#e7p3e z?Z+w4?>%-re(`+q*SM@VW%JNlluWIl#wfDGE;i7#INyF!YoXa6wHJhRp_Z_?<$ift zWkvOdf(99VK23Z3^xgO5Sy=-rTlnI|3f-6xUnmxaN3}>inKZd^L8JS1LP8J8PH|Ig z`Q=NB_Z8JDoRi-zbAD=O^61n9nUhMt*jKlvs(qEM zO{eX3nB~Y@u|oaX@Ly1Z(Wd>TsZ#IObu%Pum#Ipq#iR%;0M5CQC<1FNb;#x_M#_0A zOny)CQkkymt-h>@)7(_ZLIO|z{wJF(gwBkX5Bzs6Mmu)JZPf`uhM4Ig|emvV{$*{udkS9_1Zd`>zfYQ*7!P$2FN=ahD7Ao zY8AUBYF_Y5)n#cj$Wuy0S$@CAVX9YBmbbCMT=HA>TKgex9H~%tP`}VE4LTaWBKlYy zBo5R`j-$h#YB6~}aR{=PHv;F-L@4Hta$0T@H{Y*A$4OSpmnaidW%4J~F=?3i5}AU> z;1AG-fm;5LTqC-jFV%V8o@!lMbEV=yNlVbIt<11|&U=MF#nZ2nvX~}OMdCjG15!fO zQPU@4M&k6kogyw7y6N0(RQB*s7I{a0iVL6Gj&rr}KKeuPz3QBa z9Ic%p&BNzlBPAx~M44S^SktBG-<*eO1>fvxIR(#a{%{yPv)lt*3tZD^1D>uq91FXd^{`3|Pr*({ZNHZ4ul*MEci5?rRr(&f#E|DP zzt!%MV662aj4&k0HW7cI2SkgI?vUNoS=3DkX9_$Ad;%AZ;CKf98G8&_!-~LDt_|Ch zo8w22}q;0j;ajpB^_$v+w-FZuF0x3~O3 z?QgNCiQ{gDuSa#%jEqQ&)5Xr!)`Dk@H{PMS+dl40=~9|yer-;#dQ~zar@@a0g;~xa z=p8IXQeSH~_S0OG{E4`QMaWI*Jl!Kr6!y`wu^1_;TNGV-vSOdv=NRlg#=K{$eZjsR zY;UrKQ4~`Ww;ep*qW3l58q2nxNf)yryOSCKL3PrNgJ1f48;hjb3q5ghCxP8!hQ17uf}1&U*` zp;A6cgoiOugrk!yUnE6asc zTFpQ4wlpcK>$^4zx6rMk7fch&kK)h8^Q;?%Cgh*um-stmQsBJkI9iF6i{#QEZNH!| z`lqtte#SH2cRAoCr%KZ$5Aiag7qgKq=RRWchmK-N15)GjEKpZv>cj7ssv)nV!JJ&vUXRn;O#V>(sjmrWeQ5L!w|6NQfE4AD7 z3EFllmTCsiD$AvJBnjki*kq)G{~Nc138JU_UeOe{nEz8~!sEg~zB(`tYeFs~((s;G zHRQZ!q0i8fqF)A}w7`7-T24>T@UHUZahd)SA&K4T+3RfN{KqvPq8STazq@C-Cp#Zo zwp4K?&azZKpexf4;Llqar;QK7k1J<{9o26mA7RA+bDZKSJ{X?s4=+4gBp zJF}U)hQ5KU^M1lbZVMJkMxhh&jnY$+-O?4H2VEmM7zjn%i91N1$sg**s_Nq^*f z!b@%#KPhk=X%grueB*ksO<6Oq4NUT{5CU2p@}2!FLi@h)aZ>Op(CWQHPorS5NM0+3lu{2E+xbivZ0E`NdH)<=M{$BMjdEhB+Z`@ zSO~|8!OCSdT2FKui2=&i7dS2i0V(k@5bBrn%{Z1-bG`YE{yRXLDn%T!0o=!CWVmQN z_64uN+u*&iW~cz1Bp-N+j0Pw2b5S(RWWRi=4S@=3g(hM;ycfO>BQOpvK|4c6=3=5P zF#=zTMPc=^Bus}{(OKBv@Qm68Z-TW&*Fl_S7o6b$VjbQRZ$~sC+mWNl2=VV?FS&`l zKprIXiI&6!q6hH??~l*HC*!T~=a>dlU^!R<-WF?$ZU8685z#92GS(gcj_pA|p*?XP zKY~BSPGP69q4)%%0l9#{_8MI&>IiK0GN6&(1!y46_XY+a!I1Z}3;7oq zw{+xJ)pQ=n)S~}eacT$F0;x5^-`ig$ycZIoj#`@kVc;|35Zy$RIR@=xg8rHURMZ3@sMJu`y$`k-k0V_8 zd^{U_fn{N_cq2Ry`+{-Ub?g9SD`x>m$X6S_2Q^p1vQ9 z7&bVrHRufRf2;;Z$peH>3|!Ara2S0AN`Dd1X?9>|eg}tknJ5-*hYm;2pe8g5y9qXs z$)ZWfAs`*E1(LuKGYpIp1HcFI7HHCu;NUrhECG%v0(>A3|8Lpe1+|n5ZJa~Lfxi(s9wJcm0%HA7J3p@! zoWTUBj5SqM4cu`kP)aS((Wn);^rMgsuoT*OF!Wj+Sf6BnSHDZxD^&8yu!9f^wP$7s z^@S!vUm;i6?e73A$S7dLJ|lxgDL{{{fd8MO{}AbTKJqshf}DXB&>J$q9`g?Q8_4wY z&`%x!FE{Y>Z8>_rfmVbt`~6LdSKdK0`?g6owGuQvhAEmgoV=LXgTt(1UN2WCQSdk4fdCLtApWhCzIz2QYr+$TCq77-M>(J)l0>Y3S)~ z(0S+|XajT~%m-C4KMcZD*cWKO)!1&VIm{Amv76Xc7?+9I2lNPvxEiX<+Oe z$7W+L7-L!JbCgD#!uO5X8T21?3@~ip;MEFI2KB&*-v}{f8feEw@Gje7PU#CynUA9G z=tFoPDg0GWtO3kF-LWZHM=Sx0#=@~8bOBUY`v{}(H<1Ufg9#ixcY)a71|#e}@U7J_ zhU!CW&Ig__1(@qyz_LCEI?^GV`3t3=}F*JybEMvYnTa#gR9^f(2ZY#_ge{+ z;#{!L--BMS5|u)$)B$So8TeyfK|789zbU@9=ne4j1&BhF0fvE&@IIFj8_da3B0pG? zegjg^38tAn;PhDmwFSz+M#BMLp8+feao46mK*TqpyJb`$cnJ0h+Nd z*aXhQD>nkWOedHL+CpUPm&JA@^sHaD|G&WYwi?c+1da+r^T5ZGAyT0)zz?wi*!?3w zYo3I&@dH=+80@Df;Hb|+FFpdt&VsSQ0~}&ApboR)4!8`)M-lL&g-{QzG0fwMFz$v1a$^5 z=ES3pru zhu;0GZp%>U=fCX3g961+bL=iK+&$rpUch&8m{pF0g#`n4ek*Xv7r^jw7ykV+ROUf_ zl=?6tt?+p?jIm$V$bmo{zJQT)6o~9!rnTFFp8xM92_h5lr4p#*+6VaAGH^wy!S8e& z+B**j=Yw!m2v{6!(EHMXg-2k8lL%z#FIM~t5ct2CXFcrBEQQxy3G=xm@B@4(_uz~? z{+2+7ZUFa)9GK%yz=?i?V_Xd%8~@LOPlNdy9>o12;AD9UbS4GdPb}0b>*((emAK-e zQrSLW;Ew>Soa4uV<}ZNR?FaZ^p2JryVTG{(s&Q=s3jPHU{!zfh{;KAg2zG!5fnW7Y z3xVPl*at3JUk#Ma0f#T4DbtVb8+1=2_Pr&uF3ckA$)=9&GY~2mK^DnzF_J0>r6tvtN z=(*M4EIAB4s25PVabWrT35@RwFttR2%b*QVyjnQ_snBMt;WgUAdtQNdRv<25%m=~Q zxZ$kKKx&@?>i-(l8~Xz)lZ61Wy$;$T6g-`Y;PH{c{k%7{@F}?ZzbvlzVO-S$`}R+0 zsVexrUtXGYaOV8Fe|r2fu>8z|-mw)%TLO@#2B7<=15ph5BESmAK*cR(APzo$@x^km z1$x0Ka0_Vm0$9n#fETXv|5luAuq1>+8+V4eJ0{?Sw)|D;?hI7JI|=@R{9mgQXxklN zL)Zs@UkI(80uJzqKr{I5C^+J9IJ*PTzFWX0`pXOS5q_EvznKDlhVF2MLV%+W1?OB> zFh?wdW7`M)Y7^YYTSII0hH-ElTJbix2L{5|Qn;Q?!Cr70erp(;lT zck(7Uv-w~`Y7g!FAs`3G<`0+)ewlQ4!WcLJ*Ek$}CB4BwmjEpv2{X=Rm<7IoM>HUg#zoZ0V7po zIHD}@5qyWfRRDeG9<;+TxFcMIe>Y&&^vfVc$L5<}6SXdc|@ zj*5QyBKrY3eO(BLig=3x^Wj|_LO$MG2lEQTYX7k-LfLl(#- zE?z7C4r`O)NTz5q_81?CX|YnMA^Hz?26}v)h(o`Ck*6{GN)+#3A83!ALYF}gm;|%x z5|IR(Bh&~HXj{bUWo#*=SvLpm>6*(mfz?YN{uVdIUr(ql+J9xJkT4^b?-cZsL{5f$AFn49s{L|c3&`Gy!QS`CbNBXT+Ha2Q2zvF?G3>>^|-cYw1L?hUmi= zaI3K6qIkB_FT*j>X|@P$EZWE45&j}hh+m58`zfi0Y6vT|A><{zHClwO!rT~!S%mli zjnw1!`%BojqF4ASpHKJ@=)!45z1Y2siH=1J@P6DPq=Tr8wF%uM$B9|&O6G`IA^DxJ z#TOz`k|ShuVAR3?EcwDN<(uLW{22BxSe44zqChk32-}IB3v^a(<{ke~x=VcB|3vhP zJb^=PV`P%(fq$@QkvPV0p}+C(@m%y3@_{p=ThQG?3#>P{Sy(5Uh_>NRiRN>=14=BK zwhA-R3idN_|J(T!0hzy(h@cnH%|uNJ9$38pI0QUN$1ywpoA@NYLwJiHA^#@U;!VgY z{!5@+9EAP|49Dkj7yX<0-!Z8A%WbFaeoU0Z&t$Hk`>;g+GsY&`f%Zfy+1sLlew1wo z)IR0^D2zux3wPPyAR=>$%NNp7To{cUML+ug;`?Bi`49APKS_1KQs_bcLh&Z1g1d&b zL$c9vh>3fJ++`p5Lr{azQ+Vp9+1~_~d4jYi?zu*~M#>W8PrRqS`-nZ_)yO{2-~PK~ zF+NoI$sXfbQ7X2~<72zxs{^my5uA$@B&EU-yPGS+%(#kQ$Gj8zk=2--mwG}2l(eU) zvA2#N?uUGyXb--M+sm#&0Nm#GaBumSf|zcMWRXpfX08X`4HA|t<7#|Px~=FDa-E3s zeX{QoJrG|JI+{n?>-h`BoA4Dt-^NP_!)7Rz)5DWPsYB-&BT39P4DHqz$)t~ZU0qp!rzoT>@Ntc_MmnIohciJQtk=*kEiF-OQ`RK8mYE-Pu)K z9lRNlgcSLTd_(+Wi41-!6XlyEvY|WK^RA)ZR_Fxum6xE83JU|*xS8A(PE7an)5r(x z6I<8!6XwFU!W+>pOv2ygLq%zUQ|J!<0~g9a!#852s2w|-nFs!s^T%rFR zPje#v4?Y_F0aI9%|C{X~@&}^a4sU4SFQgfNl_?Ksv9Ap0?#a(a{^Df*V&*1yh=wy&jpKjQ57vS_!Mkb@(>s2C%e!0uTM2>0vA- z+9#}~pL*^5c!;kIV@`;+@Q7!mcRDjDFc~)md=8oO0Amhp77jAqJma}{>_{)?t( zqih1(#nZ}{%We{?{SZ-fR52mw7c^aHW1nx|kFx4%L>*VL?IE8DYuhsD(<_;9zRWvV zh=X{o)vI-P^R5yQyn#^azUq6!#&B=EcbU%oP(IshVU9C1nBB~9;S9rZ^LbP_Q8n(@TK~_Y!O|??5A_- z-M(4OPx=GhnMw7?Jr}r9foOh#;~&cic9zJ;lP;OFO&|=t&a`wExzy}+EC(OK#=3j^ ze)7sd0=tL3z&{k~unT=>m|gxx!UJXweTn(WJmiAd8@}H>?}ajC0-x{cNN4*xcr}ch zdl{I+wDgVg&125{{$c-NQkg-pCtcxJb2e`s$hp$7L-_Whbe8lwy~o)Wfm_HBp~#!) z%Vz!y+z<-b0FIecaQG-3qIf=}a24oK0gp z@Jas8%q?eKPo{81v{snGEb*-IPGQF|7x>G8gQEWIdhbnF8U2aPVKcZqZXjC&XTx}# zF_*lJy_K|$b@`8TbG#16d-pyzNVqJ_VOx6py9aw)_{Q-neGl@Hfe8O7hzs39 z1_T0Nc%3F}^dEzDsV$HUehj()2BHi2`FebC;2QP`xx$Tx9k4uR7NW1dqFPFch@3!gkzh1v@Oz_ zV2gEyd7pdYT}jq$rstMxj&<&dz7XFI_d!Rxt<3qu^9t+-(OrnM z#A7QlH$20op~G>xv^O|1PKjIM3Z7*39qHlp&WJ5)O=O7aSS zh7$M#a;T&jDCXlN1qG=Z`|qJ1d=1_P8;)?oHn@Am`djgfgy|4ns_pN|-C=ytrmI;a zpDB=ni$3UX@b#^D4X4yskV~8eDp! zxKTmdyk7Y&i$52=0H&3wJW}zl=AgB$!|HC%ze45sQ1X-5rg)-}8HnJTpz4r+!sbNu z4;O{yhSmwQhnxwS81go_ouP*&SBWY&E92D#%7?NOWDTw+5=l4YPLz@#aT;}qe#2?v z2)UKCkypho$xAAOnjq0h=1|?`bLF(`3>7M!AU;9N#G=7VcpmuG{%nALLx+3f?TbvU z&4;YBZLiJ!YdTfUt0*b2U;cM_?TYg9<>fO=D~cKw+l#sv-zz>=`nGI9#coSI?_?;k zyv-VK|Bbfba#>qtnIcBLjcgY8W#0DZp(Wt-%euJ-``-*F>tEuOvXPwXHTkGrZJMB`s zaCdL|8+V1j#?OH4jZKh$$~Y$3*V|uPMV3JoS;ek`Lxr!aG50V|aHm#(F0Cp5=1dYc zOEjv3nuUsT@cQJVw9*~?S47va)yA$yi*BCghkTQ)ND-p$t1gzk7b~!5fg0|+?@#Yn z8sT%GRkwIsx^=FdF0;h>vf-k(!$n7ve8fDRwnMM!zJ!Zm>BDb zu8DjQc_8|0)SQTJK{|DBDn!~@c3I(-2irPvJRoI}!qMqsG`R ztOETPYRV^Ik*F!~l4Ix{o)(TM%gdVRDnqF)zhm~GAMV0)*4bPXea$?uv~S66(>wP| z^0=XA%#5ga`p=R_#1i%O@WOaLp^%&KBfUcp>DZ21Jv1gQt_# zYl<*eTN}GFd~MjJ%zB^SJ=8asE5SNa87jMOe$d#kff0jib%-4h|0=FtTuA)m_~6=2 zYxD74YrPF~8XxImwbM0SG*i@nDI3T_B#XuWi6=-NlNSj!*;yPfeJ1$`dqL6CXVNgp zb9BoWE9Wcj$qq|DOD9mR#VTyMU&V#_UO6Kzd6lz@b$LU6W~OfZzPB*d*-xb4lI%65 z&WgI`aqLgor|6jtBO9dD@@O}xM;d`sOIVd?O$d)qsP%7fXI&dbq-;Dsk{{~6ZJ*(i z(1VzG_b{s+atf^F^J*lnSKI(xA~uP)lB1|&YDv)Pu$qXDwf4mxO1N12LEWcy*VKL+ z7ZF()Tw^#I1bUBPlYXUoJoOl30_*%!L?@hQuMrm#Z^;qTgR&vA{o?te=3F0NsIL#*nt8=`7giwSu}_3rx?jFT zwN`aYaas0JHd4_|T}wC5U^5Od?$Q0L3;|QibsWJ`kf%a8JK7uL>S*s`Ibdp7Wh?nN z?^ee16#C2c&n>@9{!#^*X`S-aRY~sC+!@%X91BLX+k{fS)rd#?6Rb;xT3#vC**u9*jwJvVt0*YzXg2gX1otsoBB`r zi)Q{{Xc6QHeiBwM@^sV{5KzCU)4x?tYj|U9l6BGe6w7Q9X{)N z>ofDh8h6Fg;+DCuGCHMHd~Non*=O&kurGP(cMHc^6Pcrdhp3)dCO#m+D5**pyfbP* zoIB=QbnnQ6k$WTBhobuX@{hz2|01u(-r8!nI_#V+!^~G+E*)1qy7<2mt~{y6Z~N0T zn%&{=hOLx*Q}oo9=<;=h?myiI{VBs4R~96gd(xz+kZdN! zWVy1NiW}-U6}lmGbMR=rQWYa!tv=Gw$#~OvNxxlvL)Jy? z!<*o}@!5DEd>hQ}P=^zuu8Wa)bOv})s`2^c2gz(%Kc!iHPdimNNk?njXemt{b&@Jc zIbVKD+Dd!}zYV*b69ZNulpo8i^|W`KvwSg$Oj~L^RUIlulr}E>o)eY%BVGPIEOlS% z&mWBoL(DUM^O1YxKU53I{tc67D6VR61zid25&ktSGW2GMA>?w9+91{>%P!#-uCeQP zOHR!w(>QSEG%>Y+_N%CnRJN(Q3H2%RaoR7M zeURn7Sfy0#rH)CCi{;`tvW?*#xAnA9E9mZWtXZK)j2iGYuKvsm9;BQly9qOTD{UT+&RvBklDhgA|~=r z#YgQvW6$6%!G@sk`eWM58j*IPcC_}mx?0glR#$pRe2UB=G6?GbyTPkq_n0GSF+q)! zHIx_1dn>9HCzSQn+qF;h7X3%<7iB(`EDj~x5ts1kcnBT~r0a^nIKK=memD7Z>`C7x zcQ+uj=G%MN=h%8#57i7RpIkH~cU-0+Bjo#-lvk;TvRagXa_&nSCRdcJgW z`LOEVHjP)t=OQPG7t~huLBsrzf5SF}SB7;9{Sx%XfEqd)dK)5iQL0&#N}Prd!uFwu zP#hbAHOBU%^P$J)66Yj`srj;G*#Y?{MTBarx}i2tcU0d?hp9iyP{|cyHQY7FLaNwf z+z9rQN+dY&6f!?Lv86tjyNT9dRCq&(f-59$s>QY#2aJ+tu3YTh8J2TF4x_VLB^3uT- zAF7+1jMXp8h8OM0PstB0uBi-iY-YQnKggld6xkfrJpHraOJVgR7DX%#-yeE7*c((o zxKps*P**)vvJM%^r7}ag3;q`9JA5ROj$IL51^25>q$S!)&QWgp3l*k2W!Mqq4-y59 z)EB7cP<_co_&%bAWD*rCt4rmGN8`hhdti`h#WZ1hGamXAJ&kTjGrlBPTWxc`vgoU? zmzwg!a{FeD`*A1zMOwei8zti$a|5yBrP6>nA6o&te)WkmB^J6U=0JQ^twUiReJAx~ zIW4}4i35ISt-I3ty{4wRooSkRbMJ#uc!ZP*O@(9rlgMcFCb~vs^~du6 z(FeVQ-J@Jr9FJ^$%rRBN%Kj=U$<56?nx2(9F72=En-y<7lMpG{gUA=f`48|rk=|0Z z;cOHdUoUQ1WYeINn%W8pbw#`cXONpbLPxt@_Q|$Qmgm);($D$ooT8j>g>2vT86`oI;2$A{VNnr>!>dCgjC-}Q z>Xxcn$}h5El2rT$_%*-zTL;vzTTm=?;7&8E*vrBM^c?v@vPhCb4ksdr*W@c{m3*X1 zr(Ul5sTd?bEITVZF3Y1{NH0oW0$Xv1Tuao&wgq_B=dE;AIfmNLTSHBkDq0p_%ANUh zcG`~b3x2dK$f#-WX-jK7E9@U^J6tpuA-x*3CnhGoFzSIZUG-U6pj{9=CM+oo4}Ps# zBHfErGjeZJm&LZvL|3k=SW@}5YD!hFikPxGrB}<+s*-K@eFgq0*fp3L!-(6`)|!{W z7b0dxjfrd>ekSB)P>N9zv@mF%@x1Poda81ne5O=S{Ed)8Dnz%WupjXZ45>%?DAr29 zU}FNA*cov=hWTQA5?o(-Bl};1@ahKg0!#Xw75A*U}!+Y zHt{^Lue79_Ce%EwY*7-Kdpcu9>OZM}{#aS$HV^R3bDpjlUOuk+pt}=xTr({ENK|ZC zjLxfQq&gcE7c(VsbKHaQT(G1}mkh_tMI_Q+*h#N&wzCYb2~_DT*OiVgnpM=j>_l~p zb+9u^(yCZ@^5)H?-SAYwdu3Swi z#UvrdXQ3Yg3H&wslJ|l4Z(7c+5@z}53kSIX`-ty=T*miHzENV?Woi#KSoWLZrfRF^ zie{<0OzBiyQe2T=r%s4*T!pZ_mX-Q8x+<-*8cW%rqSV~)ng3)Yr3q<(5HuJU{m@e^NlsL zOW68crEm+1z~z%lNrq$#Sg&|_Kq*)MsqO{q{8sYTGMi)@*&W-9tn)A8o#W4r$`)lhe}2vDS-zs`b+I@5Q}(9PU`HCChc}SwB~I)$G6#R73=4l5JGa)o z;Cq@1)k=*`J3sx&n^G*Pw0K#u@LLpZgBz;m|v4t*{^JA$^FvXm0QhQ>1pB^vSZ@|n%y$kn6FoxP<4wsGlE>6k`C3><9hUc#UzAT) z+*Rbs9n?I@WFi9HFFa(Pc}koW_H;`NxWdsz>A4HDmjC?r<3rBp(!Z+umUPWp@guh2 zgjq{(hWmgm5Xar52MYZpOAYSun6PQu`m$uIT*+$}1B2dJ`%H0ztc7^F0CSO9z}S5k zJiA<>_IEX|@{eU3E03A1mV1^=(}tS)HGM5{&K+h9$!<90m^tP2-3sjDGQB697p#P-Wi@3QVMT1GYS8ku;`${A%e&Wf zvgw?WF12f#YlnLdJnwgCohsWdXXUSfR63-+XViqu3fiHK0glrzZzeCI5bCRh zft@0XpT&3Z$M^%BgRb&jrQb6DF#j=Oe14!1?Ap5^gJl|K#%|yn$;Z;GvTKx|jK{Cz z<6wVo4ptpFAav$*z7Fowz$)A}wJ5(;a3=RhZsXka%^?koeL|7II%bb+ zkHubjr_2N6SX^_cBDnZoeo=nkqPAsqtN#W@WT~~xcE<6WC!K4GRZA*mVTxOw7 zHAonhp{v5?h4eKv)GpA})0U{k%B`|F(k|poQLb=7ume4HmP=q3)4wsT`#M z7}$e9jnqctaEweNzlvu`2U3W%giIn=ieF3q6DQyq$VC4h&gbJ?^PP8WQKp>I<@u{~ zW@krb`qC$5k;V5apXVi|4E_2?&Rvt!9qt+B8RG5gY36M&G^Z4X>d=nCg1VMssU|mw z4SgMw6x=GLo$-ObX|hZg6e&xP2PF4~j^eD@!$v^+`r6Fk-f#cA?k9qav^{WspX9McqvmqIe8U-zo9m zczD3e)-X?DcXb?n#P=6Hj@ia!!;XrM?}W6%w&45lxkMGYRI&kz-@TImtC%8RNKKPg zN-s!#WE=FW{}f-wMtRRU81s^<{UzCXY<6namz*?9%sN)8ss79B2{Rr;uMgk`B~AoDcPny4+|rOV|L)mQYZf=`8wh%`o@ zjQkq9Feu(Q!T7K7o&JLQkUT-U9lsgy@@0GrVJA0@Ug@R1&%LueD?JbCj{f0jZR`%@ z;=RSMNXE-Is`51k{d~Pu+e5QSGeO%~TcuvFoFwl--6w~L!gz#P;7jr>am1P;%QEvH zXWjpCAw4uLkW%kk)09!!c=@dA-Nh4g8x%dVe?xXtCzT_#t@W6GwSH#st;i}XJg_CB?hSON1$1lo%(HLWW7l%JA!A^)F(s|Ch_p?R-zrsj4nNGipvKUxpD zXR(6=uh3>hfw;SDmHLa33eSmH6W%uDz2TK^px$DbX}qY9P+z3dh=%BiK&jALxXwrM zPWBx{qT70x`%W>@yfbhc8&AB%6<``_Lv2+4ihgA28yXP9NPT_%0R2cqb3(U!lHfy%Klzz?*X2-I)a8&f0xQ>F>eA8{yhARssgTyPOKV_A&EfgZj z0DrcDD$E~l+*S#O#ENXl3 zd5uK5S20-8K~YDUDze#8SO+(A5C-UvC9?9WLG6K@SRAGKTPx)D#Lf-emh?)8KNhaA=+-J3KQaV?k=hw{gjV$!v>Q|-6+0DEHQS9VgQB!|War58Koj3NOMJzF($VExD+g3} zwAONtb|yOxx?Az@$;;|Wqc?nM?2iOrd`X-;c3G`^;ezp&wzk?MA4+WgA4g{y7uEK^ z?b*Gjn{H4LL{SmDySod!;~ZO$-K{@6j(O}3EKF=f!~#J&hw0w4bDs5oKECjcHRF!8 zzU#iPi;tl1QmLMHt`DwoAIl@iMSP`9qkRlMc1Uy^m$>Qf}NU%vMz)l2IgAonZ3?(*sgO#*b^<=OrMO^=BGBNXRUue zIZYm?ITmy(ykDd?Vs=QEz-)bY-A>hg`F8n6nTaw)I)TQ#}k}bq4j6~x7huJ}NBi~!9l8R;) zvtwAVZ@GJ;BhK>N*tG6M?M#EA_FQFf@uOeaUq*gVXGdG=Lszt|OELvL3SHDVpn12b z0CjKWmB7COtJIN-&iFFxq=J^84PVLpoZk%!BPy~TmqiB&i}bDRsl<&{6EEZu`pkfZ z>Q_=DIhss^lH8}OUluO^J)~q_^&oSmdnR9itRkPtXq8fTLQ|vUR6Trf6 zXX@t!y$?PUdOX|{`Y~Xl;yCdb?jqX9cjxx7ow*zARJJv<9z4&-dt7deYDDkxU3YG< zcns%jJr%J<+}9}|re<||JwH3jJt$t;Q`s)D;jP4tX_akrqpK9_;gO)V<$)duBYYF8 zE`8qj@^KdN*^~F>ho@wn^Ix$ow4~vOqt{NxkSMy^kWnv-z#NL0#aV z<-b1V8_KSO^CT6qP(3tceN4Cbc5&B&9!T0j^Mz9&?HJAV0V~h$zKx#6F3QQcE_$^B zBwZcUA*N|udQ8J;ZPbwvt?DL`haSZe@peR}WRA+B%L_OecsHbZI3GSV>`~~x(9^+v zbSq_bs8_h`<6OUN?`?lwlek5B?y>K)#&a0gDXGUTA@AvsJdB(RL zpPhYit)@-Ls$R>w7c@~Nf9l}ut7|?$*V(hkEL7%JBvr1cYE(4)7S_zQ5k;Z*FaZt~UFAp8u&Gxr{-=1l) zHEv``hH{MmX3gr{E?FP5mVPZL3#+%AjMf-$w(uC+O$Opg*kNL~e7jB(>IoUD*v#8) zcEgUU`6aer`QKH4=9)d+WAdFkIrv3bNi>qsEQyG_6Es70Rn}P6i!6d3aZ7~7aAQC& z2$RfHCF$dXS4BLEo)>Kk-=+7;R$yQFg|5fO83xLD)!u;W#ovaL$;;A-(*BYaVw70y zKj=N+Y-gWq4KwU79r9~p-m=_r*+1TuJga}kmil!2yT0tXySXl9V7o~@`ZfEmh_Zwf zSaN%RNy=;Tz0a4(k7vHfO2^o;TrST;s;dZ)$YT?l-$)}{)WuhYI8}?$Kel=K32&D@ zpZ+G|TSU3fh&n=;a4b-ft~x7Mli}!ev=~=O5@ct@BmMulo|ud4SJbpF{qg%@VPvJu zA%*TMdxVUPPKzJjxI?pyWPS8d?Gec({2r9fO<;Dg?L-gJ2gDcY9A$=fn{KUsdEnll zfS{@R&+0r`9I?}H_SV}!SU=ilde*T9D1^k7Yjp$la?K-|AN!A;?kF{Kb!1JSvPMO= ze4?QHul~8G-fenT`c`C~8Qrz>wGQ2rt*IH^yY{YY(g|Br6ZT_e?y@i9Tyt)d>;<3a z74$Y|u{wSLSI-Y6#|1S@_>@xBWO<|b=nlbmRcSC|dh-3%8}e1r`vpIbl>cXVXWPVQ z$+Y@7{lCh$Vj6Hja?pw3q@|VM^-i=KtmCZhjUB6AmW`@9WuDD6BbR9}gx5E`&~#f` zb*qA=|3)2DPbKpFV}1W~w6L{ys<_oy6Zs*{x4_iUYa#yz*9I2q1$7@qU)eB80vU(6 zIk)c%H47x+Uh#I(4>U*OQjO4M0`i#>Tj0}KlB)|!r~kh3E%r;-oa~&$?60r?erC%D zK8(~Q9Yig%n^`-)>p#8o%orEnqWa&0WqAv8|9l}nr+*xld#-mZ={xJu9x{ShBunC4ET#t||Uh`_nDpPxa4&uLrV#zVV41h;M@5 z@dw$SzVEKZjx9F9yur|+wr|}f;{)dgzPGe0XmK2$ytZY_HXBmACu|BSRE$ExyyHyM z>V}x~9-IFZnWRbyQbf*(`4F8Hxg_MPPO9Rh*T^hvKiooS&u$0Z;6Ypj4>IMD9h)lo zBD*AOFTQ|o<6Mq?bw^5}g7n;Z@5g2ReBSkG`wZp#8O}D1bX_lXFsB+j4;W(a*CM4O zzRfhVr1IDB@1;5MpC^B4{^e`w-!>bg1k5iEnkAD*xEk+CEpJ-WNZa65R9bK_mT4UQ z{oFgvo0@l3U$j3D|7l+D6gq0}gq{h*1N&>5DXPU|u>-;@#_hT2JnvMv#yQeVLu!dy zwdsOmC36-Xty~oHI=+8eZimM094UOv4lS7ac~%*Xm0PQhng=pHNslHXtSIJAyfxua zgGrHdgD8y|oM#z`N@yb2g}zO0!X_?`!E=k9s>nZwH8{al-K z@=edDxp#ZsT9et*UB|K?9y#(Rla!LxtIZfaD-#^VM`0=E8d_5+3l>>vv zguM$c2-u?;s|0g0s578xcl6A4&+zPYYRy%KP{4P*?QX&Jf$C)6!wxq3ma@0Sgcb#j z=S37Mn;`4F697|sOMQyB21%2fv_+vAaSa>&8~-_GZrBF>TO}YcN={)%L|xeNRBLas zw+ie}ixCYnvXW)Eo`Q+pXv{v+d+w z%|?tLk=*{Crp$e;68#gIUzt~&tNqwKM^)U*SquA|TK;o`m0jf7leqV}0p zrE|Xz%OT#Ke4Kc#`a;1yrY1A|ug+7tsya;VojvUK@CO~}fFIs%Ri{fv|G8b5_-j)( zoqec~Gy|59rw_H13lb|L|7m7zd!fzymf6iJlP<(`mP;K)g|*;*kNo;4|9tU{^4X@j z{;%qskfgA@-~mAggD;0X(a)FbvEJ-Y=Of^_8f9Enw_s4#pJwg1@l!VV})TjBR z)?ZsMYDz_}Q&4_|yQ67qZO7_>dWCx*)LAxGw;^nI?8-*kCa0T>YCJ!li+U3{QQiQV zK=H;-RW~YT)acFc+!n4WIzV<$U8!y_>j_itb+tYI9Q!^oJM(q($2C`Db?wzN+6iA6&UH=V55!eSAwpF7ZI)$0@}fN;(Zs*&D2dQ#?V| z>(*0_B%`^w!;g^#56g$ueynv?y{>KH3=zMJ`qgY)tIlae+OL-Ln(dETPlVVfmFj-? zE=nwGR=%zjt{QG}_;$j*2%Y4tJX0GQ`aUW*?o`b2kk_gTvO6@3dS;2OTT!#iI!1_< zwF&GPb+cjPMmY(#gxRt8gR=!1(4(V*y*r%GY*$S~YZCta_!^%T zo3T8zTV7}PY~|tT6OE20&rY*8PfMr|oQDzY&QL zUsQJst_i&xdL#I9zKt-tXf_lEzr#+_~r|zbFDh(rYkVc~OfE-=m$pF+z%9ZT=VoR|; zu%EJDwH>slJ9gWfSrqjbDmoUxpA~QO-W|zZQrzFN18Ew|1)yVgWn(A%fndKb{j5%N3=jc?{3*1UF&s|>vU(2YS-r57zt*V+- z8p}JEC05i`T{CZ@P`@A`^h72{_&<+mYb2BiM!rBPs0Ur;-{k$znc$GSMtcrXp=>sA zXmQ|~-B4Q6|#o9m%I1f9V-{QyMRTw3Pf%EUO#;a?k zi&7m{+>mXM6-#3!fY?C{Cc8+z^0V?o(k;?R`EU7SFcIoOa`*u9rDT-6N`64rKoUx} zB|f67AS1{(tr8wUZ3&fRgIFgvlZ(k7#6!@OZzq}z8j#CG6X7plQuZF~D=#t==?Gs- zPgh$@OJCanTfX&$v8MWNIbGbLf~$I3om#!HYEs=&Q;7AAt%)nxyV`r!cZ3TUw(vih zZ|n=uyS~R)Flu@t)y8wgMYwi2^PMj}TDFNujo!i^5?{$x;!R>wq9?=9LJ4+)NUhp2_8aJ6e&s=9G_!3?BEwu5DIon)jdT$(HG8%6f|1#wo zcNmT4Jo_HUbf>`;EM7)#C(e^UrJt0O)Wz!mw5xPlO?SmFX%|_R^u8Dpcacn#4wPI6&Yi826v<@i zUT|OQ4uc0Y+>s#inby;b=tMrwGaH-1KziQPrD2} zK_^phyuYcrJ|p#rR`Fd#&7ni0ZpdM5BvFp{5Ql&SlZDuiZ^uG_8T3B5fBr*6;QpCK zlHv)H!SZ!#t$v_x1~?Hosti?GO@jYo8lRyYazT2CMxu>-QjBlrUTX&!C(b z_{84{4!)DWH#jdG2D^lF9LM+MH!#mx4S$ANNo}PTdY(B)ft*pL;+;6u>8(0%_v(M$M0qzC3jE@Ch7)5II>G}Z$?DO&0G@K*o<@+otXZRB0$D)vTs z-?=7HFf)kSLN(@R`ReJ0;v9UHrI#gO#6i^sEwJ% zwSWwK1l61l=Gyy|t_SwRp3l^KV5uk(W`i!(T&_KIQlR*;FpOvgo{QyL!JYj5nZrIO zg!{wU4Bi7+W$B`ASQOxp&c#+^&9N2882>1!Gwc-Y^FQR0fzj3ljl{koG}Ib9j2t6K zsewo$vc-j%5AZs#psBC|9f8H5jlh|0TP()EN>CC1p*k!9-$Ygu({V4fNfJ*SVuH9N z1jKQfdERND<#Ed$Ky`zEBkh?r-r2|$e3b8jYZ#K|&vs||?s`+Xj>2e1D`pmYjf$iE z!ZIv_KJ7CA5-2OkeVN_^{7GM}Sw%hey|(kdah^w>Tij$%dp<{$Pi+AC+89N(;+rkklsj0LCINc4B+I zezvC!jtG#5ppuY_U#8{}@}4QG}g<+}M9@+)$g^JCy1gL;!g z72V;R$O*hD`i$2Dddw@s08?0~w92 z%r5?&+QG3P`~<=Z3PeqVvFG{uf}xFA@a`14Sq3x9n!=99JWH0NT}=&(<)7uHGyu zYU~ubGW;#EH;zTzTj_nGr5PDRdw9NA4_4AX|6LeKJdV1h+FXacsNHVU!MRQ3)%*){P0 z2qShA{|&n2)X>GqSJys4i!^j*fWGP@>ngt#N&vj~HT+LO;@itCBs#ezR6}wpzt8)e zE%O(#TA@F?)_W1V;Un$a#N+5>VL5gbaB@TNRO&J##*ZWOy!Xfzz}PyFT;zfA<4{L5 zlPe~Uvn}}^#4Z*j`rvQa4L$(L5N-(*)T2Eu%v%CBatpk6&|RL1kAV76dTyVz*1AHNC8=>u z6d6#$drZ_FnQC=&|De_OE~3wH9kmObAK931hO^j3csk&sE)vb971Z!}Z?P2OHFXhtf{pQvmL}pAp69p?c@FIp<}-DozmcO{u6I2CU3}NK z4;{eeqN|a?R1b62yz-^@mLbtf}z9U2k`;wlA zj`b~OJ3^_z8`Bj(?MbHlfsXb#x|n|nnusJc1cullya~IQ`elGmOmh!~1tr0_Fzve$|%6y5gD=M}<4 zH%JZAaXvY@lX>WV$tQ{Lo39dE=~L7+>3C`fe-Pdx%=YhQ`r@12qX1dxB$ChVgYWw< zVKtsaelE6`+D}a5uJCP%Ok|;VFSZjt?*9$$APpTMnkpaaOZ0z~a%>0D7(4;ScotqQ z9zq8~JJF%o32q=X2({otc_X?=yoPQgHL-xqh`r_CL%-nl{_*fm_#QFMQwv>_#QD3^ zr}5_gW9S{w{BB65GPnHY*mlt%|3pBS%En^20(KW*J=Jn2QA$t&hRA1j2j_>292>Av zqI~~r`X^rMPovM#gJt7A(~x24ZYo`z=qIQwutv5pdjD6V1G9!YB-i@Xd;xL5tAbDC zQqKV7D0GhQB+7tYh}%senDCkV$xJ|U7zWodorHz(H~&$`6x9Xxnzyg)un;YLg`49W zyqDB#1qYLX@5H`&BgL0xsqQhvee^slCO+}IgY|5jQNBR_Y(T8vq)|o$w(?l{;jE74p_7@(7{NzVK_lT8TYod?vl6(M|8k@1L zd{h4&Y>ht*s>0)8GoOd9fCB*O;0JmMlAs)s!Pfe7$+aZs6wpc7==L*p^Xe)LPJXHLG zF7aQ4v(SZJx1u5F+4U5EhKBJjygk-~!=z&|Bi~M51J%L-{3|?y2qPy74@KQ1El~*0 zfxDu!@me-ku?;#7G9;;ZcgQ9#gYKfG=y-gEC`H_reCwZ0oFwAJ*|65%kPzbrI0n6p z)?ohwyI47}7&ZaBh$G|x>O%OTjbHD2hX~;m3jxX^InYy|2IYCDDO@3;fGs zo`8E{cSXDKh1hs{BUvhI>GlfOWtRY5>lU$!JO-$&{XhzaKzDO5px5$LqO~By`hYdv zapS{aCq7n+O5DMEp>w5Q||eqT6=|3zLx%7u2QSa}KmBpM~&foTa0A&_~J?UHqf z6LU&GN>;!XSiQI$4k0Va1bhITkM)$9LH{QZ9V2OpXCoW%c6f-m0R4M~VjZz0yv~0R>w~RBydWj7B;Fto(34mWVnHI% zx8S?8L6!Jb0ut4ux3LM>|DYB~0xkzAoxhyXr< zmqK6e9KQolqmJ`acn|+rhyr{78BMSYxsJ?BKA2g-Y~tQ_w3%P(2<`qn+ z84%x=;5q0P3?i1`|4NpK3&0#-C%>;~B5kVZr}8NpgZ$_(<#W{zMVMl;GC}!D)+&#c|M+a>m12A#jxj{mHcmha{gL(j^xs!yfj!n9(2WxML?+TrGlW}E4e>56%{ z{fuL+w;4Yb-w9~=kE92r*Q5<3Udea4OF2(-K|4m@1+AL$>qlazA7tir2H2UES>6ky5D+F@Y{%aQA1)|#}U!F5rv`u3;G&R z6Zj=ybU>ScN=>v%D@(&S`Uk-aggx9d-pl3i7rmD}F6S3J1RC7+_7vwO^L#694YI7P zxnHX_w5uLg`lYmOnNT|C=es}gj&;VVrb~ul<~Odl&P3}~mqwTl{TBC@kCLnw)5HvH z1+h}R5WgjkRyY+)l*L@TsB%7Y5AiqyF-73tPk>QXRF$aZxg4< z-XsJvwfzvee=1u-*ZI0oGd(>#F?4hOA)Q2B@xJ$psmI>eo~y2TZp`7aCs>CVf-1L_ zFE5Sy{q+0Ry#6J(>q`vX%LbM{tzzo`uIo{E+PH6I)SXBV@XMA9*?ceV0b9@92GoR9SB@nCq}}cH*R7rG-JFOgg&G7p{gJ@8bPD`i zCL*)Q^%9@>wzy2XN>(SkAsa4N=>`Nh3GN-p2RzpWsV^%3lV!{EWF_FLlgsXjV~_#< zR=nI_26#YK{?4L4&`!}<{t|tRen$6U(}g4aIldov#<$Mnb~Lv=uDf6Bs+Lu)Ej^rH z{hj>q>|H|P<%+*6yBAIVonKgid;v-EPm_jLDn zFC`oyQe;EqZg5U|i@Ym)APbiT$ps~%i`Fyh|Ea1~yX2Yjp~|kxEAmN_Y2e8cPWDHK zi3S3ejsl&Blmc?#aepJ|B>V`f6nWr{$T-lDvmgb4s`v^Jom%t5d;@{Y_`2&*lMp13;p8D&R6@Oa&aa0u6G&ejkL>pHbsM@gFsQMsh zC+`&Y72HtD%T`IEBwI<1Y=K;*MgzJAe+ar723d%@nKAoh_v z$oAM^ugWMrSXh+b?z`br{p-=Ms=g=XZ~A%fQ}^6izdGax{*EcunP>ZsGp(UaI9q&1 zWJA^}ri7?MvEctAk+_8D)j?SrSaV6STi#NpRJjx7NH%5|!38c1Ira8|!ZpP-)_cqHg) zs5&e?C_dncE=`xD3X}dJTS>jL|4CYrS$G+k8!I3g$cv1FA3$4?V0<8^hPR120Cttw zpCr8Wr-JT60pN~&pk}!K*zQ{5O(}+bRS9L?{+!H@%$xPC?)U4`+eKr4wfH@;=u+XM z0!_(>+HV%fp6*ezQT%+y$@~Sk0cP(kIi!Cbd?TntpQFps!+4PoQ8| z`T|-a8Vu-?13}Ar4j?i%_OB3n2wefgu9fgfmsmiVtsRV^t{z}$Y zCX*SZX31ZYv0^vT4R49fM;9W4ksE-$ngFyl!Mgpf+0Ipt zEc;X2Y3l%MhUL6D!hFp%(A3yeZ(L^DZdO^^T9#UCZ1e1YJ6<>^xxaWuQ?2M)CK9Z9 z+WBXSt^$gx8gU|nu|VKAcu&kB8;F0BiQ)m`G2%FJCHaM%4txhwh=#;Eyc|>2hS{*~B7!s1Sn_mU&h-m<2k zKh#cfM6p2eR$)~XDXu6iiss5T%4N!QWq|T8MK0)L#LHI#Q`kR%l8#7H#Sl3QpMX}u zU7(%*Is6hpy)pRWss5fWt`tX_?TlruIny-Ml)=*|eqnJzsk zJ0p)#+*b4jrm! zCB6&)LQEodqJN<4fZIHbZ^@2h8qj%EXKx$#TIU*v&aSf!w?fv-7Q~WbPBpK#EU}ha z1MHXWh;4!Ol&dFI;ghli-<3CU!NLmY6*>+dLJpA3kznGxWE;>c?IxwAL*z~5KCoWh zF0LSt;8EBntPRE^d5~6gN9f2kXO7Tam||u#eb@*2HdD8}FFhB$BYoqU)9iDuiLlsz z3tYutkQew9u|%dfO2k{Yc#>?Hk}Iyr!O~ zUZGdg*9&m-?x!>Gg#_O$c$GM)` z%$5PxJ66(aF|DlsTAN+-r7qO?(vTl?GW_C@Xw)CFb}KN@NZy6?@fIHFjR zBljya)LLyPEvG)G>aO~tnyR{>{G^a8PDwui3Qz^461jMR9nXC6f$!JV(!Sh^TK~2@ zw(PXNx6Zb9xBjs1us?Ff0fUi-adTqPXyhl6Dci03t%=tU2s#uR6A>6SFlI~~+&~)F zB6fMq(CDyZQCE7ZthOesenVYMT@Uk3 zTbWH}7r7U(=Y#|NCebD0yL7#H2YFk56s(DU0$M|&zO{b1`l@1sDogXXvYTWhI62A$ z{U9ILmha0o^%-2>9K8L9)nJ-o9Ap}1a?~%be{7s=`kyJ={L0o75OPrOYkDK>B2j4* z>2`UtCN@YP_AXM0S{QvadU#CJ*blMCVz@|ERHvx(;roKffYN}ofla}BY@hO+yp^=6 zxFyLDN+Jy13vYqfKt8~yo++gI13)f+CFtkae6u{G9Q&;X;;oWNi6%oC16y^%)bb=fQVPU$OIwDw0(v)~~?T+rE| zi2+estLCQOs)yBq@*m)YTZ29nB?^Un0K3oA39MW>%M44AX^N@PIMA@J_GT?=XlyJt z{W0IMmfI_wue~gH2-*HUd?v3MCp*;7GtCwPzENVA{5LV{Bgo>{%^j9%jJT&FU&~L$2kjj3dh~G4#8St zjxY|YYhII7xuEKM^^%$>g1C@)CH>n&I8V zn*lT6v;Jm4l^zb50s0 zc+2U9EOp20C6=4+S?qIvG{1=bD0s;q>WIJ_0p~!zu|7~7x-~)+ zof5q#Vn|46aBOf5>l+joT9nHda!q@Vs6nF=s~`Zo@A%Z z;dM@P#XGy$=9(wfH?P|Y7!PpmkIEvz?bufxRvS@uv8+jXT5UG)iMF#WHTSnNjv8+O zIO%x^2;P^WYY0S+kbhClSNBqpssdH6`n0Y<&+12O@2YB*(dt2}s|p>+NX`NV(vpekCAx}TbDaO!!c3z2+n~a{$snq`S#_s;cxlUuZk0iG&#OR6;Los%{&iEq zXG{kt=T+9m&H>&LbReKhwi8_wBB5i%Sb46}B)=;AE{{^KQzP1oAnk8cT~~Zni~vpI zY;aZ|C8;OdfQbT$-bWC4xBn4X*W93w(wBXO-Wqo?uz~e-h#i~38T19Zn3?1CxH?iN z{QU@#cr$KA-{Yigh&mrUhokgb?HYBFdb@r~usp=5zoDL?c%|5{ey#~nB}mTzw`O~= z16qdk7MVaNyQ?SEvkdrBW8FFSv1XZZmazi(&fglF*BPohRXnYjT;06(o#AzLbj7HW zmX*&9?`=hvp~km$PSbPyG0z{WoPEc&W$WoEelL1kLdv$0H*u7_BQ+^jt1hduluLn0 zX_?fih*ULJo|C*GEOO=vYq5t zOhCJXj&lUyz^-NHQx;EOZ!+L|l{@BIi-9-MY`$apX*yls+R(4&eoa@y5yKXvqAsas zQDw&(#&Fj9#g=RCX}oA6?1Md9sp0f}<{0x4^rG9s)%ahMn?wX2ft$tE@*&FUip6rJ z><4fpc9ks#=Cpp2b+`xn53G7-<2*VZe&(MnGz5+Ezx?Tfgj-Cv2J7nCET|8$Qclbr z=2!BA{cWKEXbNt@cMvFeqi#^N0DD^CKmy#B-MX{-RRQjRL&jt?qf%g2ciLd5p&L$>qR}?TrV8?w$tE~eK8gphtcI!%96BFP6IuBg!0TK_U!oWJ-guh3+|CoO zaJS7h)V1Gb@W`mPbSb@s9WC5|E+eNwKEADNi=s&NU0WOA3@Q()2fOwa&2kH;;DZUiqK-Xg9FHrJCN_HoA8KwIPZyPw2wX1EI<=WoUJ9RZvzSr5~%iukNTkCwn7i zaRqow{`Pw~hS(6T(=8R2!L~P!QJ#TJg1=Jq8=j21 z$b*VS`W?aZ!{CUokr~ndi*4GlDB+*P;KVNpyW?-fuZ-6;oEQs7>mt*`e~07+2J6PD z_QAPh&izK#SaG-EB@ZHLRanXRZEK2~}Ju`=_);siC+*@ulL-k~fv> zsvWie)NHJi)HkyxI5&FVFr=^%`h+aNadDRHlX8GYtSi$m3u+sBCG!e+qJ&mbbzDNe=5aEEx4KKxDQYx7#Gs_#OUa9Sx?b>PDOwC4hf$ELwwfc&tP*bB` zshY3UDn($Y_CR@9S*XAj_hk>I7D*=wDoGGGCnpkLaR|7JMx)~pBRm!Kt29u6sFT01 zu#bPiwdP9L`)mt#B=eZ=Oj~_dePO;k)I7jpSO_?b|53ZCgVY78fX<- zYrg;a_WRcQcKIIqvVALP8{LlK>0;VR&u7}P*Vt&TJNJ}R^KM`mI_KX3yb@+;0^A3Y zp?$HT_$cCU5(16q9Enf*OSV+5QVdhXDsz>xIPtz^oXYs`6O5A&JH0<4KfOg(J?1lnUDDI}sl z`cC+I_}cn{d<}hms+#&uS*UnlQ(tf2W?z;soZd?JX1cL)9L;?PGYO+#3?&2GM;baD z>x@f?JH%u1lz6VBK++w!cpJ)&$ueYlvQx5tAo-Oo?JGSaafv&LH*9h}L8uuy-$% zjFN7aK9N>QJIHp+p2<$i2FN~21EtF)c_4}B0qLyn*d4%fRzUUslR_$g6HslFXo>H$ zcfY5rJHRD4ID3+PnC%YOy)L$3mb>OJ=1|KXOOZuk{nt9xw$pynan zcw#sXNOMRvbPzbj#t2H@4W?J)nD6u!x+9%T4+13PlXL|0mAS`0<_dWnkX(;I7&uF6 zh#w~^$hIIyc3t*aeqFIm*%|B^!__m@ufbZXNS&^Jtg;An|C-O4aMKZEFQe3Gs}D9FGxjzGm`lw+EfU*u zyT{SaH3Q7va=b~ty)@2ti4S_$%4If4tqnW4}80Ryv66`HD6Dvct5BpFS^M&Q>7Qmm1fBv+(|WHaQw!3<`Z^1ITltWw@l{tx(fL%}5GynKu7k<=|w zNmSy?z;*c!O-E4pvZ$^9J}>3QFn4|3DAHT#KJV({blYoe!M1(YzE+v_mF1S@q2-&U zlhtiK4NUh>?2{ZR&S+N@pc7kwqxvKD4)91U%nNoBFcuBv^ZCxeK5|@mB~$_%#|dG( zFdIxa32^!l1#*>>IE1^vhJ$HWJoAB0r*XQ(_sX}=w-S8Lf52VRoL&StA4$wECX&ry z#{yEoa=sbxhJ5lL6-|Q%!z_Fq8G*te4blUDi#H(75fXAdd4_yXa%8A@u=sEBzv5rw zGI5Fcj(9#GZWfW-$ToodJC$Gobq>Q90NeBgV6JKl64T|t>hc8m9G3at0$D1w5RH#q001NQ8Xpj*Ej z@YFkir&w#?OmG7FnjQgm17tDsA7Vr>@H@_+HE45eG4=uzuoQe0Fq7TDf8#LGiWmxJ zQX7f?5!;9bL@MFNzv371aduwONU`ipvl9k8BPa1`^EKH(cnHS>1% zjB#&pWjZy^8IH&H2(TVYwSBg3wf3>bS;bb^stG0$!zsYaG!i5;w!xQyjjI!~3VDJ+Xm?=Ol7lp_9a!Rrayz6Ski^WOe59D0ZM)V`D;)(bb zjKD^qYmm3VM${HsBzgd>HNAy3`~}X*HfLurTj`6SsqOJL@ox5fa)-OOxq@Baop+sk zojsijrv!XA4V-b#Nbqx-bCz?z^QSY#wbk_;tm)>vtKDNgWu6uwYyQ$3POYOdDI*mO zuKTNCPTvvi4O=l!m?-u-JCHMR8+cM!22Q3A`kMhy&>*M)S^+me9w6O8nqd*fVw3Ra zcvJ8>9}#(kkC2hg$rj`kkcXc~g6AsPlN?9>LyjdIlNgytTqe$d9|wu?L|Z~b=m;(N z(TZ43tR@yIq7*&FR|$$tk!+SmOO4sd*E3Y$(}0wQWEUIHlbt)|_mjz0cju^m6`2~ptkZ(pymP(A`BjP^dq2dg2 z8*vT!o0tMtwQZpa;ctF57YLq@ceppKh%Ezp_*p)+?+3Nn_kodtN$_J)5}+inL<_L- zL}SS;`2*Eq%~4&UzIouQprs+FL({_Ugk2497m*WjD)(EFEXqbt_= z+qTA1P(PvWbR}G-_#-Mf`1APp13!BgpDB;3Z2TwiXTXn%zsFV>>h4%Qj%?3o_fqg& zI7z4Z|6mAMb)QiE(hkt&Yb|Pza*?8m>Ljpb-qST!i)BrSgTV1l3T=6g-@rZe`CYAS zTJs;{2-8H}2S)kicL*V4c2N6RcjK{GZ~7 zyaz}#OpzGL{=_#d7hQq80!iIF5CO>B^Z3u~Nv0>5C+AaIYK(V^r^e~9xy_b(mEm1Y zLDl^7c_oL6lm%fw)OjPmuglk#d@I>d{HZ`zpeTA!HotbKWxF%oyNUWtp&&hH_UGbl z07BL%OFWMNs@>0g(wam^GEXK%x;>Y z9e~TQo^`Xe?0mK%uy73LZ2U5zv;P6#g_m(jj0mjw6y75)spF=NHrap|I=-T^*iv-t zmp|`g?z`_le$z#Fi>CZ+kQedIoqwieU2U3aiPdOt;rQS@;~GYN;h*9PMWuS3ri*;N z^qABjUjZ0Nc>(Wr(dxgXM~E%RCpZi4fOLh|_`5QzTm$TLEkiATSx4J)*fG;c(`$C(vrmYiLa96$x+Gj#!njUYxqyh z>hN{J2LeR8gX)2b2GSkG3%F7+0PoE;CW1LYJAE?hhwJsq8iwu`3Db)rf~Sk%^?{g@7+zPgvuBhY%;Ep@Wy6S(@;OJ4)0<}}Ge zkm`s~!P4Fs2MjrZp#u96#15{hI zv-Fd}e!XGnqtJU1KcZ9OMmI1vyc}B_`75$8YG%aS(0@aA24@EK3T&)xEgK-7DA^^+ zkZ6gg@J!JOU>jTNzvAC6bYWe5e=rRW=0yCzz<=5W`VVB3)&Tq4So9at8fpxjLjMAy zq6;Lz1G!KJrKkF&)H~2RYvu|E`~ENHC#EL#g@$8>hjlY*cGT>x-C3)tDXr*IvABF> zMSjI!)uRpn)Ei93x@L7#45#aHKn?EX>g}zgrg%#|CRey;jyH_XVKaaStF`bKuwT95 zcL)Wdw@4Iz9_(bUfOX|D;E?%$6rELg6j{4Q%dOozE|5Tg1b25Gd~kQS!3MX%-F^6R zcPGf;ZVALYuH9+Z(zDN#+g!9%SM9yO_gyQJu#-{DeOW!w5Xz@kG7i}WWwmOE#;4s2 zPMNl8uW9@0UKuwS()9;SY}jM{G-E%b&2ZoN%{WOvNSAE<4bEsjYy9f}DOxN3m3LFW zmOmjL(m&}n=mBB@umaV`HshPH8E`jbFW!{A1ucQT5*v_Q?lBxBFXA-c8&Q)D#QFRa z6i2S|6?_+AtT38;7X0F$8~DaO4CQ$yy1sb+=M7Ykv5t2B;k;PgrD~MTP1po4Lkfv+%)jJKKr2{I zF9CbnmhxV@B&NIUx#mwmh<;Bskabo>s_QE_`D68UZ9`cf;<=(+269{2U}X~>tvUu6 zF>d05;=G(hi=hm4uBH@PjJ}d*%G!&q;8U_w^cVR}%!MwX77(@2USJ)(gqesRgYD=u zenX&2xa`~OF~F_3-@)#}LE)g|l#{oOa^!p3xTAu(ffKfC_BoFIm28oQRRzCSK5>;x zCmoHfQ4W)9k>{HKX|Mvgb+-8vys5swgXetf*!}DZ!2=HlHmw&zd0=KJ2D-~Om3k2O z_@P1+B#C|8nc`I043OLY6Fx+L7k_v&kShuXS_{nA4;6{bB{09PfaB0`{5WtS-qfE{ zxPuvdV{H}HOI!hWR(#a<#M~hSBD8zu575EVC+3v=Csu{uRbP?n5bf1F#RS->`d8MU z=8-X65&;lWcvrXwkI~Kb2lzgokJ{UEQ1}n6qdkZ=5EfF&wCIi?=ikFk_%Ylss*{J*|^JgjC!oujoxy!RP2h}?pYr=CHtyQrxti75>&VmM!8w? zm!Ls2P$LWFii2VvsJnYv;yXD){tS}^tjbu;7__CYA=E6ah49@TEgNAxDPz%6p&ztL zTS~-XbM5DlX*F7-BkhAitl>F6%zoH+n4d4ZLLRDG;9gFTMW$4>wQ|@^aN1$_AE~|$ zo#a~i>)W8BMi|cgXLWm~`D+9V#kFN~@w)+xoz0D7T`b49Kwj8txLO5V@MtFFj1Qvp z8h$)oD%7vws8Mp3{pNnhbx^m%#`tGcqR1#&i@-Fl5?3_9#?a9McF7=p$4Ze5T+SdpXMuUb~UlC@9`;QoZ&j&WTLn~}5r zB+&U8fZf8!1=m1_*h7+uy@QoI@xZKDxj58Xk6WtJLFl36>%K zgu$UyLmYbmog!R@4usZLe>NSo-b3#NM&qgFyPV%O{({BMWXxFHQN@;YFS}*V;Xh>G zVm4S4#g}mJiUolp{cg7=bb|SbO!Q{@J;vjqHS$yVZEqAdMy>UYflg{Hpm{OJG=|^h z%GTxahXRzegC4@S7Bhn#)D8)CHzrf+D>mup zLx+{8_yEyNUJL51LD~E2fbLOYC$kf#kvE_p+!Wy-%?4~?newg``mi3ts6tI710$|V zu@FrR0q=N)5_nHOmdQO|Wo>-Noh$uMxVyf;kPeko0u~amFohwuNce;NZ?9PHlJ8*r zj*)?5O46xSR-^8mvM0<*yK(}KX(hqcd(2rI16EJ># zV0iR;scxu|X07HcHvwM9e>9hKGtf4`6k1{G4aZtntEZT@cy#bSY=CSy)~@UgbSvDipCn`RAJ1ZLU1EK5kxnfUjr}0rm4Y+@Nfs1vtp-W|>Lh@j$xKF=1Fx@#^nJI;@?ZXYK{+Qns2JZH>q;KZ?ur_3-=1jAZr9HbYou=X*jl& zZKq7($`FnpBeqbdyO&kGN%`fkw1`n)9B+G}yXo*kh|ya84s!t4Y?gSFs)B10NzzdH zG%P1DMKng0yLt*;>SR?0#h0dRhz-p&y$yvEvz2==k2qadC58(rx)Jb4?z^J5&=K3I zyun65f1-^QSoHy>mC_RWEGV>5@Gxw0by(IH4@MFXf0?^5iL z?qOEA1UU^4S2Y0C^@Z}|p(Bb|DUEwCKZ(`^WPM7~DAK7?|KDhH(|kpNob55sH`mNMs~^hMx+@*fy3O&E{~tWMb)YD?~g5}0X$QA|Ck6J-q^#KX0y z>nZt#DD+0icB0LEy@)V!6JLNLjEU_^J>u7+W1;Ef34gSzpBT&jEn6iSxI=iV&>3`G znxQR1t$`bNh zf4-j-Bisd?rNREr;fbEH@Sy? zM70mj_tjR{6$XR`=#Tg_iN^3B++?Z_yi}Z{nC;b2YTdpH1^Q73Ci2(}%@E%?zgzo- zo9yeZz07xVuGVLUUV0hX9kIW3)Zbdsj#GrfWFPETRrCF`@m8>#Z!1kA{s#9X7yJiw zQ)nR#Bf5vuh`s!A^ptm|P#!>tlfqr%i*%ptznNlWh|pGcK2TS&ReB_J2gZ}mP{7w!H7^vBZxh1;^Hui% zcTd6&ieJGU;S%*G_ydQasa&;oHG3yGR=$$@<$DQ#rW_b1EfDsr()^k5WB8gd7(2x@ z@UGLOh9V>*VF70femFop3XN7YcE{o0NQLLEkfnIwd4WZPoMow)1UCvy#vn)tZGnu^ zL}UZ#!L}k9&sDfNa)N7zS-I`x9d9sUJ_#WhLCrZOZ7+M>N_O^z6&gbR0|V9ifJ>CZnHA{DzzFEI z*cfVr=t83r5i1U5ViQqq;1fR7pTZCvhU^kk5DT2lU4&MG=AQ^$?hxEc+(R7a9UQCZ zFJk;OGB)%W{wZJJ30L@~0bH_rZSZflzoMV#nOmL>60LsXHbEj@9T>v3lSKz+ z!Zo12!Hw8WxVF!a%!A~<%k&l~H@F3QPb;`SFt7o$72-@LUs%MgrD5Q&tCaO(4dQg{ zqu2w+gf79q$P2K|dS252>t!j@Zi6>hlRB0EKj$#xEU3IsS6m5fZJnsD75hxBKqqUxu*7eXca2RxRwh180(VqMQ#RU@d%XJE3h#=)ad9mxSW z!gquQTxaDGylVxd9I8efTcLPWC-D%Z#kvGOfh7DXUny;*2L)zxE49`BWl}%oQSlFm zK}T@|nN4)9>S5SWrf0B(U4iJxi6AL51GtVe#EDRI79!tsT>_{gFK|p)i2oFt3txE? zJPw?P-sB!YG`^1CEUYDmim}0K)O>I@|)orh#WQ%i-Eg&E*d5M2~R=a01K%NZG!YemkLqf>6WB@ zU7QQmNB`p+3npngN+3l-IGhK#5?R6lj0f)9EkY`M5wuh@g#=)Qy9m7!E2U>pC9sm5 zm+WFYXpq<%8iWKvrhGjFLtFUSuuD2FREZ0LeR~3ImL7vNdQUJToG8=)*45_1Y>@iZ zNiz{O{I_%rS_JKp-om+%O!@(rNoSGz;Av6~vV=wi+n~;p-%vFf(yXG*q(0-?9~@Rnsl4=UaE#q;XdpX zNIkLWeJ~H23MhW%$W-J!l0h86E}%WJW8j&y1yy5%u}j!Yd0vi%3<<8Jei;3Tjf3pW`;++mcXx2GhsD)6H6i9kRI7;3Na>pVJnnf!zp&F0FHNu}oZt~7zth*-Iy?7OTJUScx9wj}|BTLh zRMgv9DAc9ys(b4$g^7_(qWXrf2wxNNI(%06ePc+ymA(%D8JgkRQnjRPQ7KXZ4zmKw z@j)6@cuc&kj;}7A+^=r;T7%+7M!yX&H%`+&mj6i%N8gBP>@GkH`OWTuno(C|=Vgr* zTNRCDqj9ijVc+{!dx~8qR~z?n|1x$j+a`G3_lIkaHM%$_qwGVs7v{&a@BO~h^vUF3 zyMm`R7ULDu%fx4m&os?Rp!BU&q;8culNiN+1iY)-)%8kFWVQJD_Uj*CyZzjsTUxQ) z8-w1`eU7_VYkcjDT1-N6Y_sqeniS9y8G{}LwqMpc*}AKueQAw?p_ZCO|5mnlZD8l( zpOq&~0Wm4`m-m%*Q0e%5OPS-gNyCUDq@QN%6swqjE8}`MENNBLY(&be+P7ko^iC>5$nvaq&2uWMTUy&!>@QUXS(U+q?MR_Ao^D6C0xrMX?uj&tKoouagqq48Exw5yaQel!UBah;Z=sU93 z%qF5UK7)8kpP<^}SJ1IU9eSPm{_G#mNOy-pKqR z`CD^yvuatcmQVEzfjcPDBmYbCG?F!|Zg{WO&G0PwI>7~)V<*ZIOM8`RE7#kuIu^R; zdX(PzJ}7iV{EeNKr|COIC}OgrVog0&3keq=aIdhos;=oDgkIGyh`v;NWW6`_9JTvJ zf6~B&jqes56POje%np`rW5?;svL~_@ijK-->SSF*<0JEu@T1}Xm}+Yd(-vq?P~%eC zHdhU{Ua&oI?)3cS8|?jM>sS0OGx^JdSG6A!x8FTqS9)Fb+&hi$)YuWnTfYdQ|by!j2UKyaxDxvgW!@F)Qo*Q~zAO#x<@PN6}-1 z3*H;mQ!DCL?6+mOga6M?yxgBBz+KV2lZep4mKG+ygjKy56-o38MS4LOX z^&G}lm}b<+_haA0~jGOng4zw4S5=UgU<-3^#S+YW-D$$1Y zd4_$4J^G)jH8cl(4Qy~Ov5m0(wzqU8dtL_^eg#-*KXW`Tb>JyZQ_LuZ9pNhY`hD%Z)< zC)p>{|M$7Z3;3qv{D=FEOPVOp)L0aoS95*KH$7xs4%FHpFBDpW6W`YM)WUb!>wnkJ zJyE1C%PKM#>8m>nlVq*+DUmG_@Z@_b;kAQdRk8#j&bg`dcwTb0DaTxRwz7f4?M2vO zfX_4(4kr?1g~}?mpiMJ0FmzQufkp3Z+mP}mB~W>WuNg5wuZrtZZ%pGxjdGLv$NphF zz)TXm1z!dpv7{gu20(w2Llu81^MP${yFyS-P!sB5ip$g!v{0JDT@GCJOmu8^obc=g ze5@G0R0tD}ahA{{*PV*%`OmVx{@nZS<>R`ydf(t*v(5zLjfCMfwMkQ2U+SLPF1kh{ z)l_K9?eVR#?kGsf8JFqLwUi`P-l@1;RqTC-*|p1}X2su3I8i$#@oL0JSp~nx;VF*K z6SEd(JMy2E`|Vx5UxO3CivAJ&1U*IDRJ*k0x^R659jfj|v<%g?Z?BwD`9DV-zlVNp z!sAEOJ>RfR!(g3pvAvBwl@)lhm;mx2b;ME9AZQZOmg=dRt6iXduX(9`toyC$t!zah zNHIIh*T((axzI&>=6Tx(Rl;^C29AVM#a=Asr>lDx-pOq7wes!E)TmqQZq0tpRcUo! zYwS-fPB_%$zm8kl{ZaR^rZ>ilVeAW6Udf+XTYk>{J|-h4FQcel#ZmVutk^KC#)3M@ zbw4HjiuaorGT+!K_HiXg^J^B2ESgz%t_pQn+~fTU?uB>+T7$KhW$K!Qhazr=Ei?R7 zX^ESmA@+F{HLIq0S4qd{mAZ9NP{NU-TD~qU?oc~mTCt^y0^L1?i^oauw(Endr{~qDg`n0muF|C-EuPX{?CW+ z)1E6HpS`!}(T(r3#Q(+Du0Olh$eI=P-ZXWkoQ)bL8;3_Cxk6!Ji|uEA+|R$iz5IQ_ zvb;oXT^fv$#YKhcl&18l>#lJ*j8d&b-2O$jJ;hl? zC($D`&y20Y7K9;&k&1lm5})Q>>TK)zn>&i8%I<5;VLc+T=$bLbQMJPF8ao+2fLW8k zECGA6UR+`5KhRMe1Z7j4>Vkf;sjum<{+n_*y$`)9G!1HfG2ZU}i~!-cc^0_8y5D%? zJkicZ*7YU7v$y>;eY8A3_o(sXAzvQ)*T!6Hye5T@9UGUGfYo%GuhCy&w=@ZKzqWI; zs_$h}-xhp-k@a6mEvw}1gNKa9+Q%Ej)^CsyZ)yQdYh$E}P_pZWb(Hll#}DUS>+h1~ z`4Rd4vUJxp;U`f~8E&i&kB&HG!c_6(TM1*sLkGoNqA61cWb_ouE9%plBz-N@Xp>+X zW^NgF+t@(Wl~^P$uz6*W!J2t7GJK`X^(x*~l4cBUy~-(S2x=bRxLgonZf2 zRj-UKxRZOwl3U)&+W?s)lWA7!9%=h%4lBRO?$dLr_S8$JAkM9a97sbzRAcD{ihN~^q8mubdht^fqS&ikCI5pwj?@=Q zyz^}fODgiBb8@o|EFPb4QvgM&lcuz3jv#XbA&dKfg zSMh(Lz21SE)TeJ_P*-pKB-%+9Zh%F9v_|%d9g;98t0;~ zh3A+D7-D60`K48p((k2?xzj6^{^2YMxGwXn@dSB$?G&(%*b;d%etpuj2CbVcOuiI( zf?Vh8QK>6>m%l52X`xj9(K*oP3P8bn!QH?=zE^S4_Rk9CVNS~!CzvFz&U1Tq#L{w z>H?>O9BC_IhJT#xa>4xX*Iv-~3U2nkD?DA3zJqNMz9VL#yfrsdXsY}Xu`|JwT&MBD zWH|CSannN~7 zU%m)`F4Yyja;?~pd?{27d!&3(2lpeCvcrmaRi>H+NzN~_?*srSz+0fjNKfofz{WfZ zx8hg&OPp{el^^~q@a5WD?SIo=kzZ?;m69tXfpbL~?XQUh_0wX)lZG|Os9#y*kvd6? zbuKQx_&YVjP(00k&;GG2+R`GUJmXX06xU&Bj%rN!wV2&;RQ$c@wWfb`%?wfDM0BmF z%{mtC?f+zJUa_lumGzy&=y?^0;17vGs2f&FXP9c#ay9za#MhuADIu<>xlB_>^;pqL zae~IsRQ`;=pL0`nBWKs(WvCRtK^>FzQS4F7rhg;<6X!vnk-)05sSU(S3n_0{OlHw(W?Ta7!lFu%!O80x9Yh*hT~w|Ld^b;^l|#nc%7qKmGI zsC?`Asb#%Kb?4XFSZiF(4e>|g0WCYqt{p|3 zSh^ysUa<+{F% zc{BaZmQOu1ld42%zx+9I(X+Y=Og@=y5wnuEHyYEVyl#!ilQIWd2N{F>z>?@HB7t33 zc{V3KEg?NM&sl-H-v<@kw?K^7<{u%xpuZdSH7?cuQVWR>H!o0XnQ_cHS+*ipS%g{mGqKCuZztfHQJsybR5W>&;bPMDPxozk}9vy?T7esi@f4HL1hq=FoaH%5C& z-$H|ZTReBXUjpp_t?{l@Q+mve@F#k1dV2cb01nDW*R;yRxt)Jp{m|oM;9Jeii=|j_ zFRTpRsk&TtHn>9dC@MZ-V{J0=dem{vTq;OSllzo2wNct_j6HO(Vv%LAg)Dh$Tj?I} zY2x|mEVS*mmN^Hp0sN|ZxOqkR2U7#BgV{pCiZJ~{Q&(fErmO4&YT-Kj>-$ZjoT?9~ zLP^LIz+yF#g-VxUNyNEmF?xGcMfhan6>Ue|1mk+s9NlKcD6$6vCKbXXVX5#h9~L_8 zJ>vWuG>;oPCV3|LZg^wecWldwPX50B^~L9^AHOqg`TNUDeDm4Gjxhyw@=tm$D9^7}GyWNV zLB2*cT5%F^eJ@hAmGMSL#Ir~&?1JW<%tP&>KGOfmXKTJ_R>@M(KSA<73#mcY$`#-Vb4v3~S6gdV^^s>W8rfpTOW@8TzEk112!hlRo7tOY;A&?uVZWYY_7+syxi4D+P}56!kFObz{6~ zlfj_Oga-%z_GWq;1Z%M4L!Z5vy;;TY5^qUf#R-Sx9S1mSxsq}h6-=PKgIZ^^-2a2hqNYR|qmzpzTf;BG1+%>M(Bp7B# zc8+}$Js_-(Zj^E{Q=hKGOk|97OL7RdNUFgu3M>sh6AnQ0A(1~69PZ0;cLo%KCxKq< z*x+sVd}~7Ko`P?=m$DyZAIo#+?z4O<(b(!&bjx<6$qJgduLxVm&^mSjp(-IC;BR&BrKHIQtqM0LsLKx%^nc_CUzglA`kVYI|bJ(&ra_x|3P*e ze~RnDriV7MDSV-%Cw|CJ>mQqU8INdcs8jULa3SVxTtwWDb|mV;_i|R4GgsKEt)hag>AE2&Up@wU?er{Rd7#t`ahOp{y|*Nap?%R02ojk1rLUlTn0NDG};Wo z`vJ+{!9Ur*FYrBp`aiqX&P4k~+ji?z>p80u@G>Ub=i92P{x&rO69MFk)itWa> z0s_YW08Q^Yc!G_=gZMLI47rpX4RYe!sb2IKx&e51TV!VdEjgMo(+#P&WIEZGdI0`z zfXsLqXa_im&xAy5AZt=}sGp>n><_vDv%qTc2YL&c0Ve>~IXDsF*Rb)SUxB^;#l9!r z1n&b6>iOlq<@w+~=pN)T0`|P$pAzU2xEYukXa>&t*9G&zb(PND<|cBhxkBJ&?j~4; z3*s#4m6R&2mu#TRIT-MfN22#oAKDGOiZ#ZI@ms_I@+%1eg7J0o5@`g_3Sg-wn}XLE z0u-+Tsu>-kUoi19k!c35!gPwGw$ojh7Yri1%-o|f`U$n1!l-Sa>rj_^Pwk;H$TDIw z;DR*8`(b0zT}Tx?7#;+D0lVfOTsy8BaB@_kPl4P1-@atvA*<^<v559s_A<5_i zGy^+Mw52rQ{(pzMN8P06gQR{R%16xx{ggD2)=#1aP|qkG{WtxJX6Xn<1KMic>8|v4 z`Ul+?u=~~m)ypqx2o*yKq?wvReWiX;J*ipbVWI*bhquD(;@MafhNAiKMo1;)3d4kW zkQe`(OJtt}hX#84ulmA#hrKagt+$uAq4y_93)k{~@W%V*`LzCN{!#wf{!{)wfwsZ! zp&9IaE}6f@|0y8iBalk-LnDy>=r?o#X2*8pm3V7{Bi@r;s1x9Q9HyRwK3*c-lx|MX z0}YEgG)f<#W>AAb>)-*Urkl{usR(KZ*@YYqh>J8el-fvrq-3C7R!v2M9@_-E4_!qa zpdzV%NCS9EE+)DWiG-YZhI_CtD1n|vnj<^lpHMx}`|2;g=6iDq?5Ge5dO7og<$zQl z?H}XI^1k)9^u6`<^uO|3{h9u~{+)i-|G&V3V3$xF`;m?3rf?-(D*r|JE`E`Mpf9x& zaUiLn9R?8%$##^I-UeDiYiVFU1J9gtx{}^Y>*!;ETaQvScrOTjAG9F0gWrEwM#mJ> zw}5Z;A$<|FjCk-K2UC^66#t#fA?@IM(NmwuWb!?r?KC8p0kRHFPA8_|tuY3TLpH&6 z-~)i4zd(!vq%)1KMhVz0$J(rfkPdjv*-bSkZ9Rx<_6G(e2oCQp;&AoF@kUPt~=woq1Ewt;yK zI#Y*%8~q`{;xq71fQ6w!laS%?Y$#EBDRkm9*%6_lz$E`K?=a6rm(Ka!9$~*!?Xuad z&Z@mtp{kSC(Y6b=C${kF-u77MZ&#jsBtV>w^yvaOf zKbicNyjor# z8~nlGWNxF-M>+$2ge7DW;8MOIZjd{vWO^JumwrmO1Xs#aK&-DV>n$4yx|FHRcqT;e zr^kR_^IAF$JV(ZW)=>`QV!kt%nN^IOc@Msg8q71Msq7!XW%&kbQy(|qcW6H$R z9%W*grM$9YOx1a7c=b8^A!jRh(DTsuZy-6entjR57ivq>pnqX6(gdrlL)#`s?a_J?`_)8SOHA!GrjSP82E=odA~O7a9n&=k1$sF^}$4S1F5 zviq`Kvf;AbGErug|D$NCyrcxY6ZKI|Kog3nBshz34t^KXNqiv-9M^m7#tDdU5 zt^BQ64X7@$^a}DFUWAr{>HQTxk#z{q?6YJB;@lG#O93r6I>x7aOyOPr-B z_gJnvZ&%*)yyuqR1(S<+mewmzsk~urWgqB_bEkNF`jdhMp{ZO6KVMWq`{5{bAvOyC ziSHz4lZBv5c9k4W{Y@_e4Y5be7Uo~@%q=C#Rfo%8#*WksJ#4wv1nm~SQQ4V>}dRZsH& z5u}0nWC2KDltZb=G;AAQh#QF$#1ybXtx1gs_m@|6L$I2QVYEzV@EfcnOOt&BpLHC# zsyC}XsKd0lZlUhH?t?B{*I)0`FE-3JBp9~qqxAE1>$Pn)oNAHsll(b@(sRkT_%`$@ zv{Bf=rhosKiE+a9a0S8xMckAEi2mJs+1(jQxaw;-MoQ^`J*mrA5((lwb+Oq48H zW(0S=Lox*T^vsG!impmQ`3cZyDQyGY2)(FpVQ6KT3aAk4jjS=&WHEL(RvP9SzUt5D zMr$qV0jed6qq6t3mAs38LZ(a2_-UbY{tli$99^tm$}g8JE1Fht!!pVO2&b0n+_yP@ z=S1Yr&eZ{v=yXedL2_}s(*5PTs-{<8cARzX@SOL(3A_z0=NbyX#k$ZJxI5Yj%f$Kv z-fb&jZO$X7QUhowJ)1cT*3j=5NH$JZQ+^-(0_DnFlOP&;2fRoedS*h%HsYN zno7GM6Y>hh@NB##@s2n}wx=dh|55AdVayd~C%7v5Gas2`Su5FG*)Q2kd8)#rgw*{t zY1)qZ(S}=qeR|8d+ceO8&-}>zulX-CZa!l286%9C;f9XYd{rG&9G1PJmy)lsGjI>F zAJ;E<5g2AJ+W;)3Y)&y#xGA45*in#JfLNB~w#sdpw=8d9UVlp{-&j;#94dWW5o6=* zVXlwvG2SEoL!r(52=O4;sq{c1v59ymqJ)@CDyS&hPRD_^_Zs;G#URCTc~CY-o~HPv ze4;w7R%^rcMTYvO8Rq3-`@tZfP=R{h<3&Prjbu#ZW?$PUYUo{@p zQ@Nk&g;&E$@vl&k*X^ubeWCn!K~>hzUu)8TrS1E*D8rI-B4I zByB(Ft(1oJrK%Ob)KfIa)qd4t%@zHmuzOLBVm?P@N3@JM9MLvX7io)F7+DzEHPR9G z+3;F>0<`vHw7oQMl^M(#;wZWTv_YG3^8yb&^_=UheM`>dEzC;F>XS7jd$i?Y;f{j% zEL+;ptY77s9+PjDZEX2pRj=H}Pz3veBc%GES-l97@vV8kv=XFdijbaA8(}p&Hq?V( z3$MU#A>)KgA&7HHb~FiZ2D-%+1R!H5_o+h4eVU-LIHGe@Ol0?PBz#8Xz?k>3Y)p;l z6;XAgCPqa^o(fMezcKx7dS;xg`=81vw}X4k4{9a;0J3p4gU`InT&C*2<@*cbbC+cI z$X<|Dw_tkFnSucsZPWPNXZAgSLu#*xD1BA^7<4)N2w6fjd=#q((rF*1tw?Ko@zMStRmceQ0X=pINB$UB^0A39ZIvL&tZH15E=VYJ2mC#TRHZHt;4(Zu}J0FoD)v#JWkdC=(! zqT{7#E+eqg8*ntOQk6vK8}cUR6lcvV8d&^a?)tP@zb2P8@ke_jD-RS{%g*?_OO1s8 zLOh~q7$G_{3m}ym)SPCEVgK8{;S-cSuG2=f*v{Ze~wIlSlq}{;y7En zE`LdBiVqS}*)E}HK^6Z2*5RWF4Oxq5LMrk9;1r||b{$DYK0{;0yX=jS49w#;OCz|k zfsP>t?4|EYmjHu*3E{$LknQCux_QQt#(ez)gFS3Z^s<8P6FkIbz3k{R&6^=mbc6i4V-@*w^Uc`l3(Iz5DgteRK4qA(_ZRdzukSJXFW-OoGe zV#!L6(tf_km$#xU)mNY275Kx~+}|uT2D*-sSY5ORss=pwTqp%z0n+6H^i({|Z4Kpx z^ujW!oZlXhc@;sKbXoFn**t@^!|q^P2w2ueeMqmZ){<)Edr zOV($1|9R+lR(UN?Z)O^!1QfoG{@jog{zWv#9f%)kLX_aeh!cH@_eS?4 z)1f#(8c_)?kB8xsp)+d@FR&Sm7PwZwbgzFW6?GSHe=jHC>I;)C2hjlV5ZBrXj^J2d zM^~R}q5M>FTEU9^ofXH+!g9u^VOg=ZOdr^TSUAg0>&@UX775Jr{^gq(8V$E2o`Yxh z2Y5E1Db7NAV;GT-42Kp8=Q%U~|Eq@8LWdyj9qpaZs->mu$U%(sosqE8faS(FckDVJ9Gz zj|jLtk?z%Yv~p8%+k!s}c2p%+yvWo2vS;11H4JRBjVRnw@W^&Q^qgxDyyy@42e4Jp zIlvKFjy?yUCXHQ&hhV+Q{@5PK%{S&Y^S8j7Y?d%H@Y&Pcdx-5QJ!4M8M_^U3+eDfc8dLS{^{ow~4HfERinj7Rkc2*m z_d@GQGg!Y*beB8j_74?jikSj!;cn3XeUp3W_dmJk9a!M1HKnku&}SDzbGbLcR)Orm z26jE70hGG`cedTe3edCg0qkEQ4ebYE!WcdWqn9VZD3eqj5d8V3cy4O8Jg)IX}f7B>twodz-j9Jm#668FKcg$rB-=x(b4rD3tKE705X%imQhLi&mZK&J<6 z2XqrTi5|rap)Qk4<#lxz4WkSbw5K&8gT)YOd}m5GoYYln|EGPanXFl_{zo-O{*fL* zhT|R3GN_>-5B>0ta1N-h0PNEzCEF}FiWgLS%fA8R?);*r{^o(vRNS;yl}i%e7IeSQNqTs=^geXY_ukJ7B?v2Ja&C5! zcpn)^y=NxL=F{7#_KFocyWu}WEB$-jPC)kSW@>I;VCrKytlO_G(Uxls>idf0vQf-A z%7UGP+eumc=+GhWGDo6qT4izh@shZFskou7xU4#7ZuYp6lYj!U&RSNosd7fhkBpL{ z!~%Z5xCu3aGlL!UeR4WD&pZxt&F`qa^i@1xI>k>1*2&${DrlQHHI(Lk>?g(Lz|gRs zy~-9zk!TxoDsvQ&Ec(#_#Z3J@@Ljji+x2qOK$FgV)I7zs!GP%>>)PpB>c*=%c@}M; zgVYCH57!h-?9;$N?(G+vSwpivm;D<$5SVEFRr*dpr@JC6mj>H6dW>>)%0!ft2(5O;31x9UWBw~}E6yK|=$2duqI=41}Z$SUp-njcEDbtyYg zbvyJK?Sj?<^u`MiL5x-uDrYHP$Wj#PvSq|5{DCYWcaUk4lY0y3jcXwTTqcYNta0D- zl?vfdA$KE~8)86Wz7)Gi5%Pn~Svp7FUDwzA(=^R6(GYKXZ(bZeI%0QN8&kGnp3z{u zt&h+yRBe!FGT^)!`vM2VDz3;s#eL8|&HAZgaLK29U(SreQrm~p1)0y%(Sl)tZ~PjE zzIcA3oIo<(#jjRAhJdNU^dXl=ea*uMK@&RSRN6SbRCF_T75Vi?VKx%y~vIydX zGu`jp2e>v+0>2J$HUUvboCgmgAIN+RIN6kU(y)g0rbVWIOyTB6=B%*Z5xR&)VXe(? zO_V7f>{w#7RjO>oab_b?6a4|*l2Z9;{^O4Qwiw&+${t0Nb5~|hDy??NN`|F<`QEQ+ zyLeZ;V82`PZ-pl`kvK$6Bp-rvk~R1w)mCkD%@bv~x?K5%jKHSK`m5f_Iw1qNbL=QC zP5g?ym!|pa*lV~t@Y|#yn-qu%9RYW(hVTbsscfR`HysZgm@fS>Q>LklImVoCdK+c} z&W=H0nP%2B${4Me>!P(_->BS6bC?mygrcEbew+WJN&b$2H0E}zAEB$ z*e&zsFnRdx@c9vLkOQ8n+okOQ@>Gr0jJz-P5nT`ap>lCKi~2HMa>s?L(&8qTjXCi- z5yewnN6T;gXz~7X_9lKie%=>bez?5S`xWWSsFbVeYhXpPP?@Exse%=Gx`8Gi(@{); zC1#8~4Yvu)f*-+zOJv)E7WFuLS8H4EIQA~E1bhimfZ*w4UkgV`gQB_mkamP_f^N9( zgt0X8Wpv%h17St5buOK{PqISsIt0PQfBda3+i)<0KFDgEKxLF=~F3uWTKVrA;qzcz$8vbW&sa+-e zMy|sn&}iwSa720w3EX1W*UFt$e*jK)Sn2TGG3o1m1b+NkHqCRO6i@H=DK&3SFdW(l z+zcCp#e!LC2k(-t*NoJsnHCxplphMwgUsE+H_LRu**Hs31mk>8|6hU2?#0zFtj(+b zEpZfIw}%H8`4HRT%0=E}{xFZp#fs`$onLn5D=uZ10m9uQMI za)vQO(_2#$+zG1Xm+8;oTyiv~mm2fc++VzzE%z;VX8j*WR{`C`)~&}gajh#*+}-8k z4i|U1Kyi0>cXxMpcXuc)&{Co9Z5q$`dHa7WtA*9HN#@v`vp=(E+20nA$W2Y{mz14& z{15$WNcs#HRq$U@t#6~!_VCy6AEHg9@a6bOYBH%;2N-Ku>V=MsOf(NC^yDAo)u1-U z0&)+&UMzEWa&32gbQG3uEL{SXhC`XEv@LnPJOREQjx+Y1K8wR`ny!uCcQGM|#co^k_)Bj-V1*(Uy z(i)Bb1Rjk#6JgV&OCA&msp3b7RFsNYq^7R=g^t{myc@-Boj_PAJeJxqg(}zu-pxDh zEj{&Q3#tKrT_W{JXSYfrC&Ly8pAFm_oF36GYBQW*i@-&-b?7ZyFVk-G7^^2R!17jo z7)}^ZiPqRIxk$uf2JN5UGY8-wc!r|!lkC|j^ustBebr!AR~ z*C2mMNoV&}-tTH$5STl%#8g(k_(5?se*`_ANkR<-y&{liozpfhWJXwS@VXEwbXLea zxPoKlP^D=x_d}0aBTYTcGp&Ut+GsN*8T;s_;pMrSzD!|*?3L#5$9+v)Q|EFQmE|ZuDGnd)#)+L)c!=$wAXZ$322J)^k zvL7*&Y)HC6mz@aMbSXK5d_WzeaoS6t1}}0Es{Q*^+rjTK5_keps%gwc&@FWVjG>T- zhgYjXEX39-xsp}N5X?eVez*UF_ojCaApA`{k6dZ4YVOzWOxI`EJxBvryn((%?{aU6 zcaQHbcZKf_inFRhbzwD}STJD`@EJ^?Xp9njizJ*CW0VP?;iQyc#S2-C3CaL8A5F%F zf%|+qs6X35-qAi{F%e0gqvGfe^iX;ReFLzGZp=;9GWC7%tX!y0R@c%r(?kOfq}H|5 zj?)yY>#6?&dV3#O+54Gf>MQk}`a(S>D-etD7Wgwfk{E;!$86Xb%nVxLiD)j$#;$@A zG+y})T7UyeJ7p$R=Dvb&?Pc&S9LLr0pND*N%y0Fb^W?hMcoIEc_W<`H_jgZy-x1#i zpT@V+_rM>(M+xELVW`{&qcTO0E~Dx=MrM=8safDaxtMg5tAP*j7nml^0Uh2+dWmO5 z1!5(rIS3+zn2(>wZh?|C3LJHluqL>IUBdd|Pw`#&2)qtKQXi;P>KJv7ilJwLBdrBe zc50|5s}2GO;3{2%K2I-U1~b2@Yh)(TmY51Ykmc~9_!+D^)(!noI-%W=E#3@WLFbVd zbh0Y^Bd~}fi57&K%%j>sc3}YXkPd*kG6uX1dVuezkp-U+)pRC;xy%$WZt(Iu2TIW$ zcqEptJeNmGBSlG=CQRXr{8jv|{d0T_uvtEOKl_IJ61?>wWhUP5^EtHz7A_ zzr0Lof*wP<(pYHEcGL#y2=$kqqMFMtgt=c;{X!kAX`mUb=?3WVAHe93seiD)*>>t$ z>O;WyD97s9rm7a8`y4~}p!?HyI)N^r8iVJQNH(Fg)HA9k&C>U%>C|;97-mB^Kz1v@ z$u^IEO`in+h6(g#dN3VA4FV1G8sZ>60^5bEqc%!9q+6U2Gr;3>2tN#*?pE?Gc#-?c z#qhs*E8LHxz(qb=nFQzIuGl#I8Znu4lC`J>kbP1a*hZ76s?=8Cd3_)f@%`8qpr{8E}CVbVu2O!_DdkoU{O z<@WM)xtDwx*4}KT68!!Hg+MQq70P(fSl>_vC?T*C+?EH*F|r2qRq4`JNSzFobEKhC zBk2?5RPw;HiBx7OA?P7mfK|gk;H`*NA* zEO4t5NSS0Q31;(kST|$I7`W!6#9iVAag|8MJK%4yJJ@dQAT|LrV&_pMM4=Mk|FwW? znXHUd-oX{~k_J2v%PY+kyHrO8HNLzUk_N^=+GetBQ`Uk*<|5^{qJp*P4w6td+KKtF zd7x%b20!l%d=j=9z9Wl(?mOPBWX?~;Ia4z>>KFO7vha^7I$K+u}|1__{&q+ zBKSNw-W#{#cFd1uVilpHIRmc&31Thr1Na7fIKCQ3z_+sFZ}B^LRiYCSOL&QHWFc{Y zSV5FPYyJRtTnt)^CvFo)$TuO~?zuc)-Xs5z2PwOh-O42;Uulgx zqyA_yQo|=|0e-UIIhSX&KzGkysFfq%mv;5qn9 z{0ROX?g{mX1_a=F#BgE=p(dUKXVZ><0)5AEm}%?qig;xl!%sm!Kf!Y03z8MVbN3>) z6!r)+;L#PUg;j?3;GyqsAp^{=e~?RwMi$63z6D;+^ObM~D$a0SbzoF)m99uH;A@f8 zQ(`0@_i&lDTHCL~frO6yy=?!&Nd z)b=a?JA`1X_N@~U#yZT zzmY2`#mZdeveHc%sPs|Z!~12x3@(IzO@r&52%qPxydR$B0g+oRAD8FKYve9)^UQ8M%PKGB`?4ZmmmA4>QY!dX%#)f*+a)0X$mgUP@V_#tL`sno-f%g-1nx{Taqw}*YvNIO0`>)-{|4i!2lRM1 zd^wyPUMnPcMey*w542Vv)CF8}LSYR*0>66&Ta0~&jK2N&KCCYu3M*oJ{15gEdy4rH z2??CjkQJqX&sAH5lxwi=il_y?0$%GUN`!IKi@1#+Cz}%lQ5)-`bWn`SDXb$Nf}O`y z$|@yCt|bL2^HDkMEWQD&0xaLwcqF+3auE^qnrYe<06c>&uFxzY=jL1;GC1Dx(R68DJ|{64H>X8bd@1wOkITZfzQ zZ&(~!4tYo4rxuoCNc!m*^0R z_+%lLi}P>xP4O-Co^cntPP+Pm$FkMlr{r~U%c60`)f}6gQ(YEkj)QRx^St$%!G-;| zbX7Tyy@s^D0g%+?Cqq=rVGr?6-2uF>+p1TxUtyoM1e~Lnsd_;AbstdMA^H^kA0#ig zfHZBtY8N zH#{3lH>Gq-7oZyQrBuoPnpar#rl?L?clUho3~LN4couV2^#qX4n#>%nU*F9%$wXKN z7y~pFREwD|bSxD}mjPpRDejhj2%>+HH^qC?7sM~)J8(6*hyD%T3ZBirHbOWsJ}%>- zv|5FM+j&Lx0Ik;a1n^Kggb5iR+#8TEDx^;Ez@S^fi-Tqb?6dYWm1&cK`8`>+6SDNG zQ@P|A!hojApJ7h^C%u%a!(8qU^E*r2Ch7rJcSs+=6QwKLl34?uF4636Vp!hoN?}zzTV#9?l8y%x@Uhg|-OW6E-BQD8wGr$o9doKotOkCg^T|6-a4+5vLmGri}MRsWEG|DOWK}+?2Vij zXM9#j$(Yiwj(lgRe>LiWk5u>59=D|!zEfS8%ErpJTIN$0S5TXv8y2GhbZ)9f#6ie> z8p@FPP-(wdQM}@wS>|^5oZB76&PLw8!aDA-cc*_j|4p1Ld{uJDJlesK>Rq}n`d!9b zCN|)9P7o72zz|T3RW- z6WU1=q~p?k;AZcT<_o8|?Y=?onvV0uQhxi~E}5HCYo<0Svpa7(FXr9KKTujw66h#$ zZ${H7iS4Hev4mKMLH}RWg;;4|-ML_dWLWnbEP7d;LB?PX>=Go??@%7YiSMjm1KNXf zkg+q!z1JJXFM<=|HYrd#C0fOJC4pMcW@;&8viYy&kNKr-zAZDLU(hFDj@@ZS^O0(dx0d@#<)lecxOh|;D4YddkjNk8TXGYDy&3|FfC2sp z_o&i6g@3X~WV+Kfq`b&@;aK2yy2cljlq3|HOLFZ;JT~-_tgqXszilzE;71pU;I6juwWJ{G55tP3)4(2s-417e$M`>XD0u9^vJp}CnZgY}^l=_F5! ztAr@Ny+q5;cfm~r}V3gi)Abxd#^D%E>_IUl*&yP|jnwIIu> zJL}?&CSb`PWE*IIsV(d_Ltk@O^J)Ec?Mr3^-dHXWajBnhT&N~xNFm~D-z0Zem*QC9 z+~mT&XZ&k<@U((mN|@3O>rIBU+q7QefPjqP(9nA!Z9_%|PYFH~bTuRuQl4*z`OFDa&!XUGrTn-5b3P1y+8HpQT%>JFqb-2GjukfH8be z8)1kyE(4y_EWKWHKs6l_fZLJlfu}MVPAc2+NocElP%PlPas~cQpt5@}Psalx*-b-_ zWp=5is{3i$=@JYL%mJ34=HKQereTm!6k{Bv-=Vt%NxCnz$?Obf2R)LSM{LBGV$ERB z+YqY@`^WcakvIli(?X=hoZZ`8SRvH$)%9}jnZ8M`6Lz~js-!eOv+#PMrf^FB*@Dud z2H?oOuHa{JJ;*dU?r7v`;Qzrj2WIpLxufzBOT&jzjhRMjqo$m8p|(I`#oQ&eVEJ?1T$LS<6bC=Z<1evw7gAo@9+>1C+t=pj>gK3koM0u@a#Q;#X6 z-!O+&Q`w)Yx{yCVjeQPD6}b#Y>dACqm&HH^$!q!@s)+2;cO_jJA?AZ`^)vn(^!`H8 z;XUae=U>hR`d0YQc=f&+T(R#n-;J;0%jNq2FJaVo+J7E0H9q;HxdYq}Zlz}cH{UTF+Wjc}amOk5C)o|QkE+^NOn1ay_S0W zeh3fcbd)OxdNBxA3GsJ!6UGDNabJdSh$fZ2>TfNiGGo|f;Ht5c+^?=D{E&aKEyTZ6 zH-3irT3yq3N*Ig3$0gCN)PddmNaZHB)c*y`hZA>us4m5ktI;*Qx<7yvwK&mT`U;iX zDM}T26}1YDfi$gXw!GAkFsQT935DWgRBusbu{AeKwUu7XUExOJ2=>W0V0{?{?%8H< znJ|u=Ac2@<)jjl$x6s zLL9dMkCEOAp&CdN7c8b}e318yb{%97jKf+>eM}j24>41Iq%~1`6eW$L|Ej-YFYq#~ zA~ROmM}Olti+e4B-XzEcpr|fNG?ve0qvP~6?-a@lSMsme5Y?k6a+?i{_|5(aDv3>U za`G0YgV0QB!dcl&{Hwn<;i0-KBhgF01GzMlfUMt>IV)#toF0nVs#yU(uR+8@@IN=8 zG-4VSp!C67>qFfV7pW7Zp1wP13L1=g1sh(DKSPAcE-qH=NbG_1R+ zNfE*+@ZSuUF4DK%F(?w7O-J|+Vt?81koqu>xJ_Tj=lKq({a7vO0Ch{P^3NtpXuWBWqQHqo+mPqW7@2hx&xv9VHuOjtgLz!ui=~_yR!{*C>7)aj{C3%si zqVEz`$gjZnpx)9=ES!76eo*R3?RYD$pkmn~)W;mY3`hcsmSlGpIRk4*)pakz%jx@L zKZ|>4rV)#{sRB#c6_>xZZlv3Wf2J=~=6)-ofBOl6mM z5PGkk=U5{|Y6r=w_6$g_y6rcMFW5$&YE&(06d5P!gzNf3L_3V2n=pEc_?m|4%qi?0 zenBzneSS(kLaZz*pOdJg9E2itBU zqqrS!r5>dEApA=_q-xU+%^z13-Ox7D(H{H3v{WeiDgIvWpej``mGe}iT5tE!s0DBM7%Y3_p0Q5%mpIIcfq(`34_YSQge_e z2kinEqt$2?RY30KCW#^)CO;;|3;*C}iErQtdrj5dJ5$%X>=0)*JjIv#X46U1R^<_u z@2)S$Q;UQn&?d?57n*5M36g#1Z2cj{e4(a4dt4X{necvbE+nwb@pRM9)$MmTWUXw9 za#D1oTLz!%jI%DVNPbYKecNyY^;~(!Xr$3dQK@w*r%D(fFi`y9I-)Kj`^(n|uTP>R z^=mKZMV4Jm1%8$isDCE5mq*jDg;dm1H^{$KJ&YW!Y-BciE*e(*%LB)ymNC&ghFPj! zEB6zwQ!f|~s_kyitkzUT7wwNU#$a1vU+?kACEm&Qz07TNNp6p6e9=sh{(4Cy_ukTn zyi&#pNddFvEV0z>vbNVn6kR2{1lIREeKSobnL)n(n#SaN^-J^(TO-Dpcy5J1jQ*wB zC;#HslX2FY-YQ}dEodv1WU5x_rl50Nyw*UTC$jusm^Rb{sU~Rq#xV&{$GSjP7i_u( z!Um{Ge5JH47PDVO@GD^H42HBchF)pectZ^R#|HN|`1X$`^! zq=hn0Ke;op06&1WL(8=xSU!J3y&46nSDA1Vg(t&+QjZb~nHF?$!qz@6$EYC~@q8!0lX ztZMFhKvh-hF^bF?+^i|zidg*IGSEKB>-aS&$1m=2l{7n3t_BDUp{{-nZ zW4Q!wJ>2d8`qJfts@~q~EGt}4=J~d2wh4dvXZSECNvuY0LTkZebQAV~yofbscFGe` zB(WO1h^`A;==<^`)oEol87@>dJQeCo_pxiL82JugXqZI4_9baL(I)AN{Df8j#mp>D zX6=SNZdu9mfG^~1={4$$Um(^CgfyI7B#@f^;9<}ToWEuM09g~&RdwN=guph&Nly(q z--zUc?oeuqb(y!bd$L6@T@mNdd#G1R7P(Ow@1G;~vsa_-?y8GyemWJ;C9VDmF&h^q>f%T{rn z;VNoZ6LUTDmAx8<4k_y;glJ-caXSWFalWy$(OBna)n6*tH=o>%Z4}nyz0@7VIPXWQ zn05Ix;qLPXYX&Rz7Pj^IL2Pnu3#msjGu$Q8m8^iib& z|E~b-FnNy1lEy+!IG&s)|4ZOlZE)f$#7}7ogyGzNauVdP?h;3e3#e*puT)(sRF3LW z(N5`?ybRr8B2g{j5k7-%C4ZNbPDa&;$ZSDQ3c;3*_2XbppvD#;&ecSzmmh0E7B$<7}yTYA@8mb5m1dgDZY|R zFj3hkG?HeaeacO-6PAeD$u9wKTC4PYp*cq3$VTH(&=v6HBOP3`e~J?#&sD!^hzrm0tKLay-5REy5LC zL)|2g;UUB={5Cm{yo5)C&LR*TV;SlnrYhZ%lBv_Aog9PjCZec8_##+WNURl_grC4p zqcj-@Ok^GM$ra>@QU|CepOmjioK#z(B@0wm%SoNYC~OGqZ)wQ}*@7#fX4DN0lG~zC z=z$}!W3(y`a3IK2u7En?p7IKlAosC~vH-JSN8}dh79Ne=f&FS1dAJgRO@eCiAaoVI zhLq3lfREdhwpbq2U-zKCN*Bx}7s=lc2=IWrfSt`3 zd6o1N@Frf;D%(&W>5Ft-E{8tLZIwInZfSye8M`HC0y1|H>fL!#qF7$JuDleR%Pa~4 zPS`DQFpidIOB3WP@*HWJv|YZW43XC;hvehRLV2=s6;vKi6&+fq^g(~*CTJ|$0^Eev ziXDOT1N8I?(65lliDqK^Q4t!6qOl#=Wb8LouLJSxfZM%81{mSxFdsSvyYgPxV5sxn z!p16%l<8;;b_}reTi6EdIbcq$u_b^*-i5lv7QkTCSasm&_JMb+k7MWz))rig=VHOw zIj9v6#2x{LwHqqdyU-wLlSDKPwB$W7E7lt82RLCms)4qmB&cV%Ks~WufOJ9K5^ygO z#@-0LH5LZw{ZFh9TB{7fu42_-D!;2k2+8u;xW=p=d$2*D^c4pK#NEFV3BE7|~D0TR%3a8rh!c!S=-IE;oiX#s6C z90g%@QC&0$>idE+OsRxDhS4zrwZRU+Z0rutNXdNI+Y4H6B>J5D&ffoD~ za8Dn=p1eNbO~KdztQmF}$;gEXC>1z9MrfSba) zbPlpJCt(u0gCzr!rNz>*fxx-Ahm`<^aRaLDZ}7F)UrdL$#OL5ycmbeek04R;DxQp= z#U1z@A{$=_P9?#_Xrc?=3sA|u;0!SfcjA$NFZKXMP(MJ)>VXFS0NRRWV{ZUWVjwlt zf<6KU(gvM_{{E~4p}+DEK$0H8yx1crKwaX6{0T7s%Wy`#B%f3mK%dSi!i{7LC(@m9D{00De6c4}hf0+2l;(4G~QpCQp$AsHfCUswu@l z4a7#Rf}FpD6x^MtX;c(~?M(=tGAAIXO$qqG$qA;S69 zoW}pa8{?(D?_6V@fzFMNb!9io(jD!cGn{`Ni=0Ky$F9e&eD^AEs&AjKIiyOffdc?X zZ0sFT5ftN1RA<>xP^w?k&ecyf1RJlI9+@{<##?t;tJ{v-8rq(MpWa;Sc}tL`g*nQ6 z!Sv9mGk!KW^gVT5wKw6h@d*BAvEACym zvG8zFT+yP!%>{i6*uv_C7xQED`NH6mKSd3T`jl36)N+4yJ3YJnEyRNoc(a0E%?v!B z7(#WS%Y*wtM|DT2)*RK2)34Jn)(3)DaVJ9?;{sD{Q@pX2>57@KGLDW^itjjXGg&$51HZ^|moJeC!eyECtS z-hzBz(aW-tt|6{%o+R$R_!9O2bpQ>!i;p8tkin2(d=yj@v8o{OG0A5)tGlYhz@fy$ zt^lut5$YQ1uk0xGF?B`FWbJd^9Q_sjQ$wt2w)uy-v&9T*gSFP@R>mgSP6o6J_-N~7 zJ8O-#zO#HbCm3rOzUYFr9n_Unh}u9BkQx&Pu1J~S1wW#UE_qfsF@IOCCx^-#ogbOs zG&eSR0d!la0?)JspKEX zE*(wb^k{k-T}J1DmVKP6Kt-ybK}~O&dV#u}x*dG(9qKvi)tU>sdxmi1ALB}MtaYPp zwe7F1eZcd82?1Mek8O7YQUmG*G_^Ih4Y5@M9j)6m*vJ^B=@`vy)mZu@SrL@K55(p? z?;GIh=h#s)r*Lfk(cEe||K72bIht6A?8=Py)J6y<>WZT2a zS~>4|w)oBb2mXxM8Q1~60iUf0`219C7uFE(2`P}Z$v)I~>H$3qYKl3~(nHm~)FU;? znwy}-->Z={6|@eWVyI%OVG4r^x!JbHmT6lPa4F!j?E;MUZPsB{vvs`XmYFeEH@!FZ zG|GBX7pa-a9$=bKtq4CVkl%=n_(b1C&lRV&EUS1(!SGybPXFwa*>djee04sS+dJn- zPE793oN+n*a#M3p=RSa++ly#>*RsQ96P=>xo4Xc2LW45ijl zd#LjC9cG9sS0%8wHBYp)bkRdby-Z8YZ7i(yfHli1 zTc5zVDQ78X-ebx(UV*gw&-!%T7j3-eFgSf2U}IH3=~>iCq8KAlWBH6&U%0}Z@zwM6 zbd7QhExlhDl)oz1k$pKUC3|B2$HEPTd|rHB&4P~w%VAyVTiBpTDHu@@Rg_x##qr)b z#C6rPh}$H*70pUbtOb4@FC>;j=I(a-IQzED#-pX6l!_M4a+0r!x2?OUb6(kjlB~irdF`?%{k`$0&2J&$d&0oq zty3ej9~C?-S>SBOUqIK$%8XjW>tb|M*}?Q_vIsoKdiyIlhuVdbz> z@}6v{5T*BAKU%MvMPBj&5a7^QC z;1>O;z&&B-!p29OEY~V}XTV2x75NlbOH&-n^Uvp|=ReP9@|*>|95wx0`GKMjh0{OS zTIxaIbZXMP&@Iy+Gi)@?v&{rwfj2=#f%5`-TW07!Q$OUbey8I}VOCDX>`~e2IsfLT zmk92$;!v`>F57AepH;3>MSo0}ivIGY5$^+i#;uwy2|N;u0qb` z7nRnq!ct*gY3-xZcBe$8tN+qT(a9-!EuG)o9lS^6 zW$Yzg2i+*mX+3A!Wg$)djMpq*17ib|EY|>GX`uhatdgU>eadPS4b3{9qWxn@%}Rfh zwK#vVW1Tpkz71Y@F%iRJuqwXF*_BsUCMrfpI&24kmwbsB$v<;HbLKglIt!freWcu+ z+@VU;xvc+%_6*+=<_jGj+9l|&X^BG<1HT|qlgtDQqATdrc>$;N@M?h=Z(_VIZR4? z(zVnJ;EjB}=&EN1+1$7^uyI8HiWh3`uhpf7rfSnFpJTk?T3b6^mTCjBPLlk?eVcuY zy*}?E{x{l0Hevc`l1ycRcS7cbHVZdIJ_#Qlbj!R$KUO`MtS`><>@7Q5vMT>V#>Hgf zw$ivA9eds9BcFJsIMe0fr_*O_*Fq}=y$D}7y!gSaA8 zgR3(a&&X?$)$wnqj5JyaY0 zvfQeusEEJeX(8XNdhKrNC2A>bcFU!6i<=g!3nOypW|pS!O^Z%i5%=NKfsX?cx+fpV zteS80UsNl>f#us&4Xqc`{6veD4Y!pa6ll;+#Tt~Lq>*3bk0(BV`{4PoF5a3gIR5cJ z#tB1k$l$Qy;F+)>0uO5z&<50P9n1?1R?S284NY6^e$`zP!@A11d561a$;rIJTx(wU zoYJh#dClzYe52)?kfJ##fCzsVdAD3fg>Et3D)fyiA2vJiz4?UhD>H+fiv5s}iL`tO z8Hp)$P4#O%Yi$>NFDyBtG`ePm>J>Idt0J5sNQU<`#+^A z#d{0gd4sa=rHQ{&zfbv;^0wo`VU+)H|{ofP&s##2pIw_>A*jkZ*~6+Bs& zL&kI3yzjq<#m$Pplu#>f)6euw*xm6XkcT~GYaDt#L>>GrAlLfESfV~g&!$?_HL0fL z7|=pxRd~uL^_e(5raV6UdzvM+`C8le$vkRkLHf|y|U3)XoA2F<4yGnAEj#aP4 z)Qmn9emKZ$Mw&{hhm@NfjQ@xJ;(mGxI{{qDy6Vmvr<$r7OHBi<(*pdq(bgT-m$n33 zSMxHxPxF?2K)1m|<-7b_|4DCc*O0R8(hDVZ3Onb_Ne@Wjes}#b{Y(9iOFtcp4^M8K z)1`EaxLBOa@dC9>^pMP27rhlvTt5Igl!u|G{ z{_5m$U7jhydM#jHU`&A8!s**+H>gLk>zEt#5vD%70GvB}s>U)?=&Sf$p_li&6Dt!6 zFXk@JU07fR@6;W>G^LKZt3@B|4*fib}Q$Z=zzu8wU0_)KIl0S}Sq~wT1Jm$dLw}~n@BjM#t2VJi&c>2F*KoPHMrC^*tZ1$DVI0?WU1|5N5G-BEVjndmy=!{q6dsJ>yC zXuA?J51b>Ohu;g`82q2@y&*(1in&KD07ObBm6x|GdoY}Or5dK2XNtExw#5cvp}Np` z@X1LCdJ;I$*3&%L@J=^g6RDa<9)T0}5@j+dF_s7?AoC}V9}CQ_3%<6V-eqHomgH5> z@}~^=mGEQfuYrHkQzJ5k!aJUtij#SuKVnM{8&Q6Eg@a*FZKbAZhMwdo_l5jgIqNcs zq)%}_6Y8do%~Iv;C`SGivZ30q6HT`RW(2LXeKvhGR5t9@B2^B>k%s~8-oad?LYPQ6 z!4y#Wm;>!ph6zjDf9yX?gX~{R<`p-vA9PRV@5$?lAoX@*2U}!d=b);=BZC(OzO?K& z_R~MsM5}_SF60=plsJTUA-2%%)Q>c4wVmMjH#lHPz|VjY!N#yHVe>f%sJ7~&k6^GK7^c`)bp})(mtdJYtB4~xRy16}5hbt?6P&6>FYRZS7_QVP4oic8v zyYf<8m!xONBJG}%!*-*ykL!c`u>XQ|0T>^f)r<9tNw!uBSQhvp@Oa>1TSrR^Q>-Br ze1!Tj<7tr^N7bY}G^I}0_A|()p|*^m$Dz9LTj8T4Iz;RV+ZTK(Al7oga6{dYnuAV> z^*Q8T>^No5E46`&F|N2l>GHBBjumB%$~Kkd*i(zU7j(#Nk+tFP-{fn_D^im)_T<7QTr)ryXvIR$2gREs3pa z^^ecahbX_W0OBrrne0tn2IWK$(H0$7{>66UE0v*gN2DSsd@`{46M?%R%EQE5!6Dq? z#(E!m@;u)>K6e6eMcNBLFev-OT?m60;6 z0v=Qs%`w>h_toZVwrZ#9@^w+Vr`k{*t21f$s@-e>yNzwFIzn6McT_WKAK?KVNoU|; zv2sOmi116eB{+a@)WGNR&hhMUzO?^aI;*%rL96UV>8n!h$rX}sC3pGzBs-*_Lt#|O zD7Ri54^{9~`mgqkuBZAqyGC12dyslAnS>y2m2+1inYTZ;YqmY3cV^|BdiiaN7TAZl zTKY8nX2?jtf%||L)r=yj#(+{45+lI5VLM(x^aZU&ThOX3r2EiYf&HQ2pRhK{XyEY; z7G85H{&3F0u}~p0D^PpGFOsL}BIcH=4tpLPO_#G8aMYX$b&MaHRk}RA(SY=v;id7E zalb)th&7Bg%+_0V3$?Sr)3K`NqxvVD!kej|uuI`D>$78l(*|I8=(qW#T%l{~{-FB}egixRf5aqhCLi5dCnu8jWKqjRQYTXL%8 z-zq9D?p-Q4mUuRMJ)Twmd*U~Fw6tDqD8H1)iD_IsSC_Bq|JU2bo9z4S-^GOqcSXJI zm(QYLycg(?PT}*32s{K8g2%>t>^W33n-L+@GO7VRQngtfqPefeHJdddnltQ7)obPm z&5?%)2J|op)D9A{k$gxk1)s=9Y$BTtE5lsPDRm=Y%=+Qn_Y=;Oq0ANf80b6{x})lz z>H<4oGe_4$-(G)KKg=-NFhV~{cR_ncb3r|xJ*!G(>NDr*Idld3HZ_K-O;OYv@*%mJ zECKaHEl4|Ef)sh2G)>F`wapE_Dc=ONJi+`PF3q3hJLt`Ezjj8KRVi^5aJfO*;hAze zlX*0|OI~=sFRy>W_~Lh^&r3g)I_w!`<;&LFKa_28K6D;*n4KfsmArGk{d{$JTAB+i z_J6SF#3d?-`N^zcmeW!6NSN~{Ku1y^lJ|B{S=3u*ggQ~vUwc$nVCZGinGP5ejm=Gi zjK}rwwBt1c)YaHS%mFG4_|h+liJ(N9f=?nYlMz%HwSrm=-go0b0fsaC!Php2ngP4O z)zFp;@j_5Rd;=9kFrJ2m03&@Qz86o2M;dgcn$$xQ#9h*AIT$MRg8^?cVmhoNJdZ1t za=q$GZF8wHC3blaIvrW{1<7;+7HE*k~yRN-XtIyJx=$}A!(ry@P>||VM zOff3P+b}z>!=svUyy1s_fPSHFiFU2#lG*{Tx>eay)iQ9LE@F7*1=AZwnwB0##ey2} zIaKr4DK+G);$&e1e~(M|8~vAkw|u$a!93Fc&_9n$0|)7oVoT71K2p9x?fnM&hW26! z(54Tt)zE_7h=asB@+379lwzl83$vIR&WvRqGSyY(Rdv7vI#MMtcIG1J$=cCzpaV=L zInbGG0C$6Opv+4G?OT)rI52n*Ye5h30C>`ir6!Qb`~b9Xb%YlDf1Jht#hdD}dU9N} ztG4@_x02uBvw52Wk21(#9-?1QbJMwn{{37E@VyY=PNBqYsw3^AIaMO~Og_@=)3(yp z(1qx}K$WEjs3RL_*K1|Sc9;*Is#?u$V7R+9J2i3YN8pWjP`!%nqM8X~=ojT9GYC)& z0q(IMYXjKbHk1Xp(O+~A(1*6@5~vaS%WtF{V5^)0g<2`UmtV^t;4kxE_-J9Iuo8Hf z4Me9{UQ)!#Qdij{cUQ8M)94&_4-Y5nQRSctSE$MWzr%d>d(8sy)jp^FrbY0$pijvmLZ&=`jC0GaB&Ot^}@PV^wL)8<G&r#i(xQH7~zYZEjhfjL?MT&HBI3cthu-IwY;=aJo~J*#|+xN7_u z{*JIyvdYz@2jVy2rJhtyD<{xud7R0D=r*+Ct93Fi0+cCqR)t$?DfBYB$m1iB~(9u0}iGH5_(tWdFm?{a6c z7G%I*6IO{HX*MW1*C8EfROexzLF1+XK0a6eDmld@(I)){mby)-%m;9UuYWqwlLsP#2%5xux#N9tLIuWZC1>0V%!-DB2ioJenpi2E`C3{Sq6B zqohH~dW1dzw|kfELm zcdtp{wBH+#r6CFjPna zwZwP8TxVf{L^kMTP2ih+5icVC15P6XO-p0o@nnFSXec%fJq7*HS#wG(|)&bOo zui&m{0>$BKaxv*3!|Agy?#`-iFiq)wkhS_y36}k$Mnpm#(0=|4=>0p?4AoLnr4r#Q z|A2eS{pL4{739N;6>wWS;MhURI5C)C>34f~LAu9cs8;zL4)-f=EFjGHAdz4@9nXAZ z_Nz97<7hZkS|@|E+61aSxg7tA&d8g@dt66O<|CynDNAmQ1(0p%m&{ky4Ym#oNztmU z>}vL*Dw#>4RdiKqCGi{$m2FZ}v5Mg5c5q$zzCu&6mQ+bTA*X`hejoG_@W?pS3DJlH z4RU3rjl4n%kqX2W;%}jj@QB~Y$MV3V=6Caf!VY1%7%bleoH!MWB!+>{AWnS({ElVy z#)05zIuHCsb5$C)5p@KA4ycL?UxA$?>JtUH4qr*CsbXpoD0|DR8f#*;-PKpX^L?W# zmYG9!C$|7Xc^0%pE6HNGFFwLHVok7{kdB=RJst<%g`s#3HXXEEMM#fg<;S90ijXV(#@q0lPB>vpfxU(aOtoZC_R*3|G$=Y2PjC-$uywc2eCxl4R@e4Q1(9}9^xuc zhE>DrVeMhZm5DvXQa~H%kw?mXL224q*@AMh!*~@Uj$lcJm_u|0-t844mdqvZLV`pc z`X8z-IiJ`Avtt@45W`O#%EmNX>qCE&F{my{ol~N7K-h`h>qza*3F9Sbkj=R%_GSP#4O7?=}hwk)7(5!EyJJRQvEK2%WPTs8Y4(B_&@9+xF2_}bo47;P zr^-MJibiC;o5K@mLyl%qWqGk85{LG9aDj*w@{vA_xVgJ*#1{4H4>lomen8DR0p ziJhRXo=yD5?*rRor?N-RmYPW!;yIC)R!fg1hg4IZCg;e{K+mYcF;MMJhm7i*L=WOE za3ueLnw+z<(ny z!EB1b$6{%))@@ZL0()VyYy|bXPcq3JjG!7+GIG@hF%Mg8{m(yfyyRF zkSB<9pvSBPte91B!fOuMCR1dW{69|D4`nI1OkBYBfj_|nqAuB@g9)MU4^Vi(r{L5 z0)7eI0STKzG$oD@*FZ5K;(x%+<1+pRJTx}r`|yMKSNsX++DGAwKHmUH$UNLey#2qH?gaj( zs{0@KIoDUDgwjA|CMq&ShB8KmieyfrWC(@o2}LM`C_{>(=t)sRB@`MB6&3O{pb`lU zN|E87bAIo0|Nqx{opbNqXOC;Iz4lt4z4y8}^D48!Qd;)adAsuk{7nqZ8%n5YwAPv5TUZL0(L&;+bdVSP*ABCePLkiqr@be^*Ag#>6=LE--J;}yoff!?w8SZ+?h4wkUntbSFbo=0TyWOT3$?pYY zr5qX9Ln!^5yc_fm+68S%*8)MPK34`!f<8PRj0>jOsdiIvpM7%umC#3RQ%&_h!Rx`t zQcaQ1t>Sj$A)rNYq4NJ!(s29DIwe8!hW~8(+&-kA@kTLW)19*(=hXZH@n*Q@B<~wFc}CU)X3xjbWHz5JH>u)L19j@Dq_%wZGz*(J7v4%~4UCAAe%~K14Brp8 zh2Qhf@E1Qe&xK>OqqBdz>H*v6sD7pR&iTX1%ja>yJSW}9D-B;mu(kzUhQ-_wfp_MxPE$M(|NF(LTq4X3d^FE41XcnU(k8}ANlh5*AA59BncBZ{+)&Bm_E(0P*TME&+Kj+V?G=f z4>u!r%$V>6fza;GE@yonCw3l{( z`LwHihVnJi-QL&5%05b?EN<*QZ|~w-`v>Qdes3o4Y1=Ewi|qGtJVIP_gz}Wnc5!jc^s)_4=!rjYB)t31EuXvvlKeBswp?$CG?ZG_2Pf|sALMJqS zQf?EHhwNw_h1#>sw~rcwv-m7p%qPm$WQ#qqOYPJAp3K;T@+Iwotj`NTc^)jX`eLV= zy+w9xNIprn>z#z3gW^F6dhBtdD$i$;;9R>NZ_wAB)$L;bhqkKy3}rl})ZR&Vdp^67 zTAh-v$t}5iC~p``joPQ(^GUIk3M0hnU`KI#ZL06g{<-?(3au#aD(814yI0HdxN)8P zE;QPZv_{T?(tBg}R zEBPY6BlAT5RrwmRT+Yw?hySA_@Av%I=c^tbh5*(H2GLSChi3!_k^#K$d>9nuhxy|C zjq-gT9`pZfFWdP&i+%7TKPL4v(}L1u#gVYL+4GrvuhFo6;MHXz|Gj)d=9S1hC-1&| zJB;O9jq{&_&%&2^npsTdp5STWR8l!8!Z$?OuyNQoINdJTO{DTv|K~G1%p(P6hSm5^ zvsM|d2}%Y7%|gq9J;|HANR$e`i!1QT63{(Mpi<$a9zQ61$*~XUV*BvGHeOE77WRDf zbM&2^>bvO@OXI_2UAy?Ic%`w`2|r9RQ@_N=#4Ys8P4@eaj{7G!#m_{=Xv6#Q@C(WB z_A0+gyBkNlP5zM5? z4tOK8)BB`RHjPzKk>>sf-T$`aa(vq?7#dv9FUJ(~-!WXCg)=k^9|^7^v)_lvj4}rA z2wKvEdXxYCf^TSm1Nb%>kLy1R7Kih~7lW?G+U}$ko;*8TVeVKMWX&N(jQTUk>TiM> z_WZv?j(x~u$!~0v=luixLuBJHd|DWwhV_ctS6oBYb}%j)C}lC_ul?yBI* zrcaJL{(n4Xkl8O5eA%cRRn_RwV1~ z?CxovD-kS=ALR#VjB^y_^Rq zv+dFJxUI3;hg=wxJOruU6yGYJ&hdjh=hU)-)!TmTx9l$7Nh{wj&*RXClK6B`QX=^t zFV5xJrc``={5VN&0iX8zTt#b~4Q~p6sdYd2qGK%B>5p@1;&PdE)pyTYxTGA}SWG&rZws&7Ph;eyTaIL+#}7qO!l? zsiT&>f6tDIra=v^k4i_UvW=nBRiobi|8_3_OK(LJSqDM%cXpt*HdjiN&GOInj6815 zF0eN6Z}w!ic65vO7SQ_Bo$aJzr68>4mdU{TQ_MM)vM-K8Ws(YDZhMFJ$-n$G)e~=B;SD9j|9Z z+r+AbezW=H$|IR(^V?N4s;upcAp;+DKUo^hz{ZOES@4*`s`!7EscS z(Ma)Y`1WshA4;C3t&^c))^OnQFkFl;iM;j`WJ#`I_t&pp}bGXI-?@~Hr0qVd3=!+`ujJ>{$C8s3waoGr z$*0mmA?r^kY071tVz`-p+1k04YuFpLNW~5$Xah2_yQ?-0WGp#3f^=TOr{bz$CVl@= z=-vcY*xh9EDB;ss0yol8$C37T_?$vNp2Mzsn8rR!XkYJJ1s%!o+T?CqI($#1_NGhT z>)Bhp0YMuvQom5G=#`K10d}X{$H|Q+PxeQDb!tP_mmte4@k>@o%^UC%R>?`5%Y$OB zs#;RrY+6~^x#lK{F;8jd2Un1y=W1Egpaw1F5^sy6Kqc43PCAv4&qZ>m#@gyHW)+BE z9dR#XQMFW`KICxc;5Pd1LYCQ5d!SSM>_e8oyAZ*T*g|jSY^v8;2CH%*+i2$dUAuz} zpC$VP=SQ6RCDTA88h6q9j|AUBH+R9Teh7}T7qaHd0_L&&tliWeI8)qWY=VlO#pKg~?tgyH z{w?TP&>8t7!6Ely_Cq%Ki%+h#!6#<4ceHUi{e2@%|0yj?eQ55H<5y0woDu%!`#0i# z!;9;77QuS<$R|#>Owz~meZHv27r3YBzj=NwHcv0g<+$2>{9n0kWkbD$h8vZ#)|~z$ z%i?g_O>Cor+IC!B3WQa|v&?db)a?{&;tST!cGO;FpR~**W<^;+{K<> zDf~0-IH08mg$Cgd+I=WE4VqFeyh#5vpmS8o*_oyESxH(;NgQ&VK2geyK#tGg@yId$IoCsD&wK?3H$vv^#um#`hoV&n2kxuK(0}8#Pk9 zIMrcS^XHdRe6>=Js9ApfdQ6`0%73F=(l(rlPt#f#2^0N$*!xtcDH#6k{Z4%Sg}Uy+ zZ;5w5X~*YMZV~#0Jik`M-`SXZaK!)g!$H4ys?pcprLZdN z$ms19bRmU$kVE~9=mEH91Wp)+dnZdV()ApfHDAAvW8L0w-1mdPG$RG?Ao=dF2GEu~ zxSGtloct&h6m*})7COOlDkG#Q1f-6)mw10UjHwZM*p}7S08iaPlHEr7_4MsNzlY<+ z`>c@kBVVs4cbbxlH@lii)tdafmIQ9+O=lrp;5I$+Y3Ce|567duwdWo=4O6e7+Ba5S z<5}mAL6Z2|v1i zasPm}hj8&xax6~|*Vxb$m%h1tI?Lr+rCg^MtN4@fpkfO$0LF1?}?kp6Zz`Mt_Za@Cpf-1X=pI?06uf03*`F0^YjF*GP=D%oD zjBjIr;{mN!4xi8KXhZ>jU zCAGZuz-wT`oip7tz2VPyWIFhDowJEIShs27v!UOeG96*fErm4CwDqQ4<|e7G5zYkm2cNE$_bDMldSU>EN8Ju~*D#KvjsC!7$GE-OT8#1k|qg^ZRJxc4vPijA&RPWEs z;7xXt&pyJY^A$T%j<>Pe`-|B$(^Y6QHEklaGc34_HdN1CqE(s9IV|ry*!F3j$5?VJ z_$l29=}M`yGF%KNn`)2Q98`M@_BA7X16IC}$H{Rp@KM%Y#^Sum==-EuIh~`YiT@-U zeV#Z^>Vp}6KPG0{Fa7jg7yOpmqJ8w=?RtzCNxd{qTqlskPScFWt3z<_AlHAqouK4l z;k}+yb3M2ydS_A%j7*S8gcbJoG?%|<=M%F)=E6(`G^*?>=dOx=H8Yp_tj-s1&CC_< z#`>_4-&HfUeKzA)@@DFByUOr^T{2Tdxkqv+NkQK;nSXFz zQKjZnqhg*>crg4W{MGYcUMTI9#45TdV{omG~PU6O6VZO{?+PEDLZ$^tvsPdr| ziVfE3-qCXl&|-NoWBBe`B3g6?;* z^Xroc)giQ(kXjXKTBVHBi%7JyNQASD+k9kOV%{odoR>9<^M}XC$o=N6KS_Wi=JSGN z#wouzV<$DfH5YCtAJSR>OS9HTbc9W2z-4Bn|H4lf(M6u4AI&C()9Z0k{C<*oteI!A zcpsR%UUjE4*wb{WNu>BpTFMYw%Fvvy^_1rfQhb)Q<4E=y=Hlhl`FczLAG1O?b4n-AyUY;-g}0#d*KpS{yVZf@T}ETBW;QDdeX4AB>L^ZM zbI=Xusg~}#t|mc4u~XFVV*i3u#a%oo=UIeCovs9w@H+$3NYSlIbn(;%*}(?c0`c7B z-s0Nfb1Mw^Q}<3djTh~ZpmPXYq}OSm_5|f+48OsskW@BT24D($#SX#?sICJlsL<(Yn~3U{qyP3!a|a#B9aidzRg{uvsxoelSr zRfY9d#9oIouYrUtW#O%e--|zhu)Gdqo()fa&6>kBh}*dM2{_0U9)_QFwtgB6WmG)D zHHCHfro7fdSJq1RcDzz<-$9rEgejkboa}}4zRE-Kbg15Qyi+`{jI^{R@?Pm$Bjp;U zuI4#-kN7(wML+QQyOmGjjq0*NotLW5GH3P|iS;22c>{!fvox>zwHvNL)@Dzy<$Q`Z4W%g}2VJYWz6s^=a1v?Ow!&eT>iKUheT)^t$>iSI6P(-GR{bq1rdd zDsFpN{MB(ySY#{KaG%`U`{4DDia8Q;v{wCJk$SmOw`#?5zu(r5H1tL7eMGGLVD&@A zAEg$fcuel^Ih}nySBy7MZV{?HY6ajSCHJ!~Fwd1@oOe3)-kJaKyVYcv@ELkwl6!1C zRnI&j*30sk?p<%O`nzt0n)OiAR&iT74H0v4uGb!o2U}0*A+$@}O1xW;@|pbno(Yq!BBXnKvsgF99pV<~aHacZwdo_IZd^gSg0O_&qEk_U zIIzlIAU+x$w%ad1)U2FU{*wGH7LD^@3xBvGe%lNBoi9FVkHy*XSuluycr`i6V6ZtZ zx;U<-HkYbXD_)~pz~j36cC$5(wB~93Zq*0F;SrQ-ne#6k8s)TeliM;j&B#% z9S5XW7bT1kZva}RyBIp4_Z>>3~ zHsOQZH)(5WlrDfGadaM!*_GllXqVzMDLsFMju#f%C~kr>#nJO}`wHr#P1?T$gkLP| zY;-K_eH}Q?HG1s=AxHS!-W%?rgme%Tv&*BTa8!QBiB zS~sc|T?duwDMmB?|0_r3Ab@50zHbhf>jJl{FHI+Y@B72z9`S4no2&*2tLaT^Xj!+Y zJp^lz61%vEsKsxPt`{MN6O`RuzT?%kP4t8}J0Nj$wPb&^0*dz;8s>+|ZiUvJgl<)X zZ`H)7mGEgvesRjhjqySQ{Ctfywkqy4v^G9#iSs+5>xHnf5;&uuYpDLdTmSZwB28Nk z=hnp$LvhAroYURi6Sq8Rj88WXpLfkLG9M!odrI{H9-U9pyk?ZoCN-xSud|KcIb`Zf z#{H&v2br9vkT+wR_M1@c?6v^cLVg{+GdfbbuP52@2ptDNUq)yc+x`JR`Y;BEdq z{&Wi4lT}izb!zvMc>74i&AF1lR9EC7aEszgf@t!YaU*X4VhQw-e2%Q>=7;mh2b4 zLcA?j1~zz`;h{fWGpt4vC}GyWh~{t|>pHb#o3ml-+e=WD7IE0xP$BQjiC2f_a5+t( z6ifMHtBnn47kAp*)sxmTiAFM>Hk4{CgXu`CVGJ+PiymN0x2LO&W#KM>%Z#884Tsr0 z37>j{<+_Gmm0I(uK9wSeLs;*<={WV&DXgZYr6o<|+kKY&H?xILvIqBwJ4f2-P=~Krg$Ld5NVftm_C5P~ zmw11Az6Uwk%!>XgXE~m-PhgpLq$ofaI@$Cf4EMACo2XG=8dozK+GuruDu+|`Lz^qu z_@mUlpZfg=Hc*Yeb(45?QEEKRuN%~%ieI(i1Vi8nkEyLyFfp!1_s+D&v2?xrXoKyg zt%VjhOEpt_7Sk2S!vj(jFd}(UFp>qr6M;d47WO-L$1zecQ=G>ok^Si z9i}jceRGw!X^isxrtAo7vmtidFWod#hZV4tE!3SJ{%dd^&HE_SumhlQftAY&#zf(y z9DIDNb@C}vnW1iuYAk)nv%2FX0tWc`889V)=-2_Y`7O$ zB}-WpeeM6Kg%($Owm^$|(13Gb0jI+l&Sqa!hwxnlaVYD11)n8^7evA9U?sP*@NZGV z?d+0A*ob{ltg3kDu{p}X7Oq5%6h%HALh-A9$p&Ym@zET9c8U+8tK?CW9do6t0tBL} zx>b^QYc(kr?qZK@L;17BsKBmCQQr+{^Q*Q8LP`lcp4t8k+J8eoQgfRjjJ5 zIaFpV-h2__xJK`OYovW-WX~cAy5!`=OjgojHJ=RiYiU%pCtK!7u}NtQrF+FVoKA|& zFfNwLVX@RN)cF$1yUqyuUcM>T zo$fi?X3V6x`42|UulVd&J#`MMr#pyNDQk7^?amw~yPj3}G>X4vtfffuH)!#V9MibV za{2ru=hwx0%E+CVd!`8ey|BWnuA1b?4LKQiJNa_0@!kPC_#{3btHt+gePG5t-_tJp~^(EyuUsf&!!!t%`@EdjP2p1;=Mwi5bI+#UMzHo(%O({1JvPF z`HxhG`lxf6d8V3~DP1+HV!bEbZxkiPNyYl!H6Uxx_3thDSgghDf&14khl6ZS>)`BB zE>EqP)v&U3sm}uT>YWRt9jNSy@=rOf78%?^eePD92jQ|!lvU0AR)y_c8!44sHe2=&{tw*Uq%;5k literal 0 HcmV?d00001 diff --git a/docs/source/_static/kaldi-align/at.wav b/docs/source/_static/kaldi-align/at.wav new file mode 100644 index 0000000000000000000000000000000000000000..caad1178c0f209b7671192d3f79f03044fd22ebb GIT binary patch literal 2620 zcmWNSc~nz(7RTSdiiciGqSC;#lie#aeJ&uu@T5nIqzI)XIo$wJz8y zE^UP(E_EA6Mg^BqRB!Y|#vmW}de=9pCOXyZ0h z6@$ZLUQdmgu`6**680H8)fsnn%C^+g869c!rk{*nJ7WLnkyK4;KI*Iqd)8ZDRP(R9!RIp$75oMry?Utf;ES98?E0qR z+sojN<(FT)KGr_7z9s-n)pl7 z&M%S{ZA?y?R5Iz0q+PR5&fPxKI&I4&jd9`#Wr$HZfu5=`(hQu(P4a|UH@&ZITH8AJ zeM9?!wppf@j-l^PG}gbo-;((*>804X{?+38iu;C=)U#6YW%BWhIY%(h!eVUJAZZ6y3_qL&^p~k-Dm0;O@iu`d_A;B)*jmT(c>sA zA}PWW-l1t{{!le&CxnjrsBv&!=t%MzBEdnRQM@B8LF%Dzr3|i(OY*IfVx*4efXmiCtUjp@&`tHtuc_djX)_nS=(Ef0p= zUR7hPqN-liNUzb(gx<3565D0F*1FnJ$Q6>MOtUh{P#1n{@HBm?W~82G`vrTL^;FN=p5r}td*dvTmKEI-yFcl=*J15^(VOYm zXn*9)?I&G?bD!PhiS{1m-68~7;8L+laPVWKYnYDON$H7~@K(%5rV|C&4J3~oPtPXI zcm&o+tRo`P7$StisD%_wen(d+M#?WKH>(WlH1%qgS7X*>Y5u34rYTqVF=oYeW*@VO zK8M#JTe0hC0vN(KdM|o@=wIOgYz^HZ=GG4h9~wW1CRIyjOH6A`+vb)@E$7o~1y`=e%7*%%`9J3#b3Au~ z8_iqzMDaH<2+W78u|8xKlnke%PqE#Yk%*^fD_i9T#TN>n0%3k-5(e>xLqVn>o52?J zB)BJdMp#4mrNO7emV^WcM;pGYBSVj?0I6{?TB=#y!qUp!dM|!h?LZ@8J|cEr?1KmQ^U!X zlu5?Y&**;H5ZP`jovgxR@FLU$|BTE)e?s5F*TF_G4xA5UgR#&!xB$8f=D_*L5af6G zKKcuFgs!27(edA9N7D z3}yjQ;(I<=oWj57y~0P5PWm9VgV&%d$V%)G+KvkN2RfU{U?7H3LIJI0X=1f+w5PS> zwWWi;*4P<6vtKn@eNK6p@?ptXC^8oy1T~jEQ17biPjQymZuH!=3|LH^q3=^V!p#r6 zPIbnb$99%=Z|Q03`PN$R;QISqZ@h*6Jwh+PM!>X#da8&2t-YFBE=R54M}tI#N_sXC$w zFT#w77ibfo3oHE(yf-}C-9Pk~+H-BYY(pJgwz0O|R)y7NeQYOP#hy$b;#UisM3qzl zT!iJgM5IxGtWp*%vr-WKr_4pAk|jhk{u;>xmr7~E0{;*;%9}9&crLlNyULy6jy1Mr zwuO!`=MZO$GsCsgo#I*HS>WBqnfP^55?Bu9AhqamVzMkwu2tHVdsP{j16-%{TLZ{NUOZ(yJi3%$n#dR7q|+J z_ILYF2-BrFkbz5(ZgdfD!OsvC#2B)edLpZ!SvphROmCxa$o9w<%M0mP#R_?y>{vi| z`2K@C(JxOo9g47}%b z;G_Xs5AB8KK`>kbSHW8N7&I0B6v2_BFb5~1B02~?hipSG2da5k6@Gy@hc{q{v62AI zHMku&Te@N*PE2_n2VS-p9{v@S~ zqr`_|ob*a+6jw{F(hfigT#(`dT}Q-zAy0fJR)|f4I`HR}{3k*zZ{W}RxBH|0>70>k zVmmk}ke{Vf${A#fB(1?Pc#193S(<2-a5YK7hh_Q+^B4PFZ`fg=JGlt>Kn7`cb+LRh2_iAO2| wJK-@}i>lDoXe{7oXUjot@p;UUrx6MiBwQ!fvtq)z5zI?(P=F?s)C)z(xTD6-2sgfn~dM zcIMl2|Cuv!&U2r6?(f#`jvYE^(7J8_Fsbjvf%BKH3FH9)0D5FcZ_mY60Du40#Adtz}Mj-xEJj{jiODVXVZg_TSz~~H^ykxh%RJSFjKH> zYz(V}HHdwIZDlXRJMfvDi=1{2$w}sp;V$6*%bmoQA>88XQYI(>^yr4?z{X?U7O z^<(v5wN<585h{t=OU?D{QM`J+`k7j&Ija$9XKCxSGjvS-3;imC$}raW(%8fF!{l$C zZN6p3Eo&@)EyJt|>r>leJ7xdwc;-CmT13RU3*5WNxzr#40h_>^&=GhKZLCLE68Xb8 zhej|TGsk-L^kQ{qt!5o(eP{h(vDl$(Z#ILiWVNtBb{96l{>0knc}`&_k2GT^vDsJ@ z7K=rDWCr#Q`+|KIjS!8)AyzZ{2ImNm4d+`skCZn4X z965}HA$O6R$UM3bo&-F0C%FYVQ4le57pnwq&DAIe?InZc>!Ft}-) zJbV&97dPR3@E`1ftXL*Y{|3$_ClE&GUl&aDc6B(4?Fly0BC%XB_cfu`8SbLO}Y``;6bbfC)jFA@uO45r-mEqpn7;jOiQe727Z7Q`GT@ePKgF zh6HB@T?<44y!?E;w@4O?*9lYjUpcqf(^yd$oq3OuM?XXRAAAF>qo$K<-Cv2-uDuSU z^{%2UrS>;=rE zV%;>t$L)0Pw|vnywa;j|(loMpYI9cev=&M0)V8Z0%M-V?v@PrSq%oK)T`WjJn~Pj$ z%w;ZTyZKepAO4?$mxZw-HbwT2{vEd`er4jjByRHi#KlSJiLqU?*MbcVqt9;yyJS zTW_gjjfJKp^M3O_hn)J(1cWN-CLe!qFRu)7o_K&H+WU_8a_`^L)uIAUEK?1ipzgVE zIFlU{t*Z<*s=KYCruhvO4f~tuExqJNT5dF}8qwy=)?La6y4B`8_TEG{a3S)5b%uXX za@^k;F{#VLRCdqTJ*7Qw_I}>4)1dJ~S;HcS%o}j0_o)GXIAtpv6?3>xTWEb&Bo1eVyZ=Bi`xjT;@O>*B$SisK+`rKZmD=!a`1On0r%UQ4+FD+&o93h6wE0Yo89C6^$)b%^MzAu z0-N*O#wy<{0Zp>@ps9km&rA?Km!0xv3-|Hv@d)7|@0$TX0;~NlOIPyRFb*A{S>Zdh z-tYkGiw)GS>=@A+*_zw7v!lDJM6*uor72JeHAyDWrGkviha4wAQ(P)r5YQYxJT5O` zZtCS;{61J3)N4bphTb3hRP{+uv-DWlEu+iy=o_KS0zdlpm1T%%yi!aL&m%KjMUDyf zBet*BI!lOYqj9+LnkmS#*tXryb7i_LjE=$xm4=(zY5ML)nbqnzO>L%Dy1%(o$b6#Bod_Q zjPK|?)&Wi_kHedZe`X7~;rv=ri&uxVw@-lYMDJVP<=&rsUInWBwSFx@1iP>3=zzhOcp$3+HhYEgT9s-%-+m|5hG(KfM(H$$sgfoQsOI2?}6cegnIp|?RPt_+uuNF^pYPFQ{zpP5_^r}dZ? zP;JoO(}~-rHXrC%*>STqxAA+6M)9$BM}@I!Uqf|^yx~Ced__O`&DxCm#zx=fwTi3` zO)FDn)TgT|TK+Uet73GoR7cf2Of!sO8m{_=@|NzErdB!Gq$CXHCZp8+Qy-wy>z24y z0#cX8JqlP&taUa}$H8N8GxGq~gndBxtgCo6qc?J#|JLU`Cy}>9c24wze}ygNafIO# zqu`E!DXsJt^VrO6p*O!4b0cR(=X@@TwOBgM#k?Yn6HK8E0=r7@%Z7pu+C%}JzuEl_ ze90@t=LtR__vyjx{>=Tf2hIg9Cif#F9lAvy>nbvV?r=k>HUkWGys}7$1H>YQqT`WV zqBx;VQ9m%Jn?vP3?eU5q4a3Vf+0L5%8@H?KsI>~8<`3;Bl}^nCW2U9ZQs`P}v}yYo zI$Ht^zV>AM9O5?=O)S;r64T9xt+BvddmV`|2f8{DQNS^BlzI|5n>Pu0Xi$Pb@DZd| zC!*aHasVIuTIh}NG{*=ifRE62+IYrjXe0E_@1n5Ivd$IZUBo`@4u&{Fz$X$JX@h_^ z8BZ{g&ZKs6Lj@XSI|@kmQ8nmfiN<{kd@O#!n~e{pO?FhHX9b7R67a6m%x3#ZT%R?7 zPjA5o?FidFycaFTB(}=A3uz-PnCZHs$jPy1SaA(P9|xT2h^rAJT+~=Lwb=^}vs`G= zv==&a46kdi+IJb+o1R+;^%YeN8BZ&!`mcHz@)ej^x7+M;lu@UwznZpcX7jzZRSi$5 zIKfV8m?2U53hsgh7)N*X3Zxq!D<_CrF}IdW24a(In{6f0DTto7*cNP8fhj;W`xoP~ zd^&rh%%7gA0EAeSkG9bCk{2$0!nSJSm*;{L z==C3Zk}ZV&oW0Nq%(;xOE*2a1 znM3;}5VDS`26&xi^=19*|6F_z2p4}x^W4$QNwV#d7_|>OF@mCS(+=@#&REt1q{7h- zCI{Ri7ICkc*P_0@w_MZer9N}KX19v%pV%)!0dqrph5fky4fv>0?doIcio~HT%NwA( zeG#?G_612-%1mcFCAdd7^Bmp1Mle<>XWF(nN%3B7Ym34ZW0fFIb#2{!=YH4X#@+TZ zO^|#v_(NH#o~q2DdRpJ9`Y6xRAr8;7qIEk^?AVV;0k=kH_Z4(=rJ7GUASR8WH>I1r zgi=O#W1#DQ@XGd?UTwx-ire}!A#AEPY(@+QwVb69NTq*cz zYNB=v?i%?`m(44A*a0A`%T?l-DrU{*kS(sg1=G35n6K&Zg(k7 zm&h#qqjRnMt!1i2LA9wAXoq8tNr9G#7F*w8FWIBH9~GIj8KLK)iv&lw-S0oZE{bqL z*b#mTP$->egQZV>x0Tigk6<)$(#Zr}q~8(FQrj)c-O(ydL#i&UY03mH7+v zs&M{HpaD#Wy`T!r1-Kpki8$Fu;E`G*UV~Q}ys=7tTOAfECF~^=BDaBSl`F`T^hm1^ z{8?{;0%>_Qb2L`o0ey4F1Y^A;(XbaD)o|04&RTDML40aC2mVj6Lbs#tyda8eR-7`q zMeL5d;uk8b>!Vk^BZn%$_L(640Ey22#2!q3)b|K6>b4t3pxsV8=f%( zh5xk30tXsj+Fx+;X{hB3BT0~s!H$p6?8sqcl%Y{(!8YUXY)SZd-$44_rsYY4orR`L zF(awY*4NSqnZrSVg!5{MpHo3w?;c7{4Xy#f=9iLdK@#m@@C4GImxd74KH%QCY9(Su zC9MLvjw9UfTnnTKzPKZig@H%w{{u&Ld8u+L2I3O_TI)%3XEM{T%yhovis(Ca68x?# zgQKBPcZc&S^{C~Eum@e)lB-FMw}r%QyIg!<(ErN-5NWHIlcQ}S89#}qTbYXP*jI%E>K2AD!_VSj;2&|l^ykYEzoLY^XyAq%h7h+8`|Jxv3o&YKrXGCDDm&4 zOL5`8$;5uA9DT(4*@in-2=`mlDId4X28x!_R@Glc|3xl38R{;gD@4Aw1;&UZ%U)=k z5)pvVMcZHF2Ht9C4`(mabfAFQpLnFYEHD6cM=wU4s|kW#SwtaRg;lDb!QXhRt>dY6 z%)4qt&=ZW%o{-*hhr9dJGid8HBl)|aQ${*d$odDf*s5(ia2@;%KIm9Tp9XV;1Axa) zR5XqHhGat#w8;?1>lE!G*~%}r9uj^g0p|=s0{sMM1?>{~UGRjhGP-F?MW^5#a+hG1 zy;}5vb^-cfe*iDSi{MVQ*F+$6M%vGkMjWH^MP12OV`t%H*KBwt9^-Kw)!Tg&YjqU5dgD6sy|EkEB08rSi_`3__L=B(P-Z9~ma%Ff$^7&`LW{FR@kJ+~H z22naYihd?`x+7?pY5lC@0T|xn%7tD!qQOGJ1YhW3 zWPn>}JsDDhk9Kpm;4;HQ_Gi}$*#f(_@nhHl&0F_#jszYCj6vVRbD_uZSAd0PS~{S5 z<`+Hb>vpltr-KU}_l=q2{?IBzH;K+Q-uyAc*fJ7`uTw}1OyuK~ti zjBns&mxAof)Oj$e09pn-CYne;<|Jz&Q|RhUzpEQgz=+j#!KtL(Kq=#VLMS^`H;&$) z+gt4o-$NI=7~~LWDimq$!Fgt$&Nv2d;|Lvzt`ok4+D~x9X|Y5&4=}3*lc@JZE9(|8 z6F6-!h)-B=3KZ@nQ@mFg=`wd>*xl_OL|DbXWSNEnz&uBSkJP@~@|~Z+o@>|#-DFD` zXFTG8IYf;ehm9(@vl}ITVP1aqB!dmeI{-LFznF?Km{Rc%4&iZ-un(AowvP za2SBq2x=ce8v`!~*SME6gItkLvFMb0u=6GsVBHKY5m+@P0wXoh(Oc5P!nFqp734+r z5PUIbv^Je$Np$KU;1W9DJkk-t>t$j>34p=816cws*7v1d1N!S*@EqWiB?sVei>GnL}vv`NQ3aFy5 zHtpi3v89F-4hKJITIR^~wi^3T$3>)j88Cx3!BNV2hO6Ygks6NDe9xW`4rkA|~p(}{N;?^{es=qAtZEOpmHqrog-Fs%=i3{}ECXoDfC z`x$bK%A!AD_`0*9aj4ndMBIeFLG=^@(&5d}22km~3Y?@(bU9tm$u^n-vJ$7kM^Guy zL7Ya0(!Npah;7g_1b4L)B6u2P08+^YiVrqW+0=GwJvjw9=N=DCg7=bQ_Xkh)A91lE z6_rV>B)_|9Bmur4Szt5hBo9+*#D8En8bDkE9s&=^jqpCOH&qYZ1!hr4pq}70@)A@- z{e;J2EyzkxL(T&I={)!VrGutJ0pv#THnpqe<=l33f-jr1jDJF zv@+@ip&(m`5iYBvuj{vCfNPG;YVo(sF|RUxFbRz%dLQjtUA`_xGfB0#W4vmF`g_MV zO|^cdX02hm?Y3=HBY`yqu= z(_9;gIqoH{$)51k>ZG~-TxIrbhnF3)8*SH&Ps~#-HHO>z-yN>D{w+S9dgGb~dab+$ zu3cZVzB04;ZNZuE%krXgYqD2m!v(|2m$l0c$IZuG6JUayD?TB8;YCQ1fbn6OA&EXq zgmeK9TMPYl=IGC=leFV?S9GJzAvV&5&_5teXf!L9UnUys`^K*zpj(6_YEf82a8#hg z`?h!-PtUr_?8y{kmFRD@8`_m&XDmY1v?H`;`at*>{T0%kF$`&dg|t!d44~CH*nY#& zW^UAO(p4)J@^|ucP2a07l_eE{Kizrg$6l}79~g=bxr3Hg@Ve~NWKfd8f ztp1$7+u|D{W`w?q2n}8?%|VCKW;scHT65E{rC$zZeaPDWrtnkX4{h194m0tA1xT}e z8bj|#*`j`jal`jUtP8h?-3Xj3eT6TC7F#h@WK()gP1U}-t}V;Wjf__5sxY+6;+`>S zZ~OG@y)vbx^VOJ*;T?giy@v^8%pzJ(^0>XTy~cLh{s;KQ%He(F*#v8ZUc6U~OJuBl zi~-fYRh?9(sCOB8_OA9ybF86Bxw3hC`RKg9&zIahbg}HzkrSbp^S+LQr(TL0ClnjcgJ6c7ChJWIc}`Q(wqLHiaSJNsg> zx>Pnlx@Y{40kJcGENC4|be$aZG$7MAfwj%@t1Y2^NBNY(tehX8hP;tv-ObOe3pAdh zeUt^pmk+u=z9IcmKd`K=mZItRpN3J}qxxQ{gO-z-xrlo1IJh@}NxhGvJ zIvp&C<;VVsj)~kEe9}8ekj~nR1~MP85ArHR4WbOuQjt^a7V5a4FgBWu|KYvh%wis6 zbYs#vGuitY1L+aW7~Ia+2%n2Y;u^0cuV~S~+(4#`mQQePEygSAUM>Bq+(i%b65r%M zd~<1iCinc-#|4#}nFVpG{*5CZ{u402aeDla+Ne>2)6f(bs_ostuNe3@q)1ZCD`x%f zlK)Q;R@bIcftYY<6xg%d(EB4l59X#$4PPf%Li|z%HSMigRK=;m8>p6pii2u{rd(U9 zH(1F)z9XYW6lGt!0KhTABBkm}T8RrA_Qp(mf+4Q+5qK zMPA8lRT#cs?&vlPmCH2{L z61haP&KzrvwZ~h_Es*WDL*-san}TnaOb#-Hc?I%CLy-4&O6A`K*8&a4H5ZW2K{r!U z26?CZjPx1Ukt__{i*zw8RxIn#t3GJwn>M?LGw<^@@Z-2No=$LE9Oe_^zc>I4$ng8% zbsJv*rkcNWXj^hxCbs7&PikV!qnsvBq3XiZ4gey0OxP1J?HKnKC7c@1+9ura=8^{ZsuVW4-MfEa%RW zY?0oPG|0UCI{PR4^^(mOhOrMIXMim0N3Ed!b;}ZYf#QlL+4#VEiTF%ryOx>{D7~sz z7TnE_d)@seb`;!^e+I8yC`#^nvy&t7_SlmPe#~l0A^2wEq_fDhzHL|O?t)o42Y%(2 zy{q;uN6L!id}0Pq;I}<;OVaZ`0sXJ1jtL9kx49BJELEopZ{=GG&XhDXRJ8l+=h`|G zDpC#Rpfuhrak_M<&-8#*{yRlmpw9Y+mSeS?N@4B41~r=Cx2yBzwBn(`Ln3-E@5ByF z;y!h^nIp}M?eAS*U2A}sSd8$SXuDv$V7>5=_^!~B&wneq4KBE}P$3H6`Z@=^=gMOsTgN4e!0TIbP6X`wvnc$iqF?D^y zE0)_8<$w%_n~VNResaIx{tZ=iYS>dhsR`BBA&EZ!M6d4>l{~$BeR58OftTT$qj*-) z`g?Xht3Xv8TDPY?On1-n*nJ<|2zge6H+enqKJVM&d(Q`wz|8*EnQb2$4mWI4tZ;tD zBZ6DvNA#XDID63NUi&&R1NV!zptIcJ)~mMZZZWkUSPqx7Y~ronJH3y}%-&OcugeaJ z{<4~(JNDoD6t!3>Q~ggfM^|gkbL9hu25F~weGX}7P2~^ zJ%Q@U?#=DVNvIE@a}V2JwT-M?S)B5Bep#=Y(M@ODgEVnQxjl)j0oEf?ygj~m!V)4i zp>_Trys}WO^-5c4{n^Ixx={= ztahCN&NKH54oEioX#J1)Vcus&>sZ~X;ih@&?kb0BiQ&Gv!93FbA92W?>zZM+X+Ae> z`m^A>>eI2O-*0Tb7<&5J1@OZM_qQ%N{qLsqPCU?O;K;T8&qa^qWqHzX4KcyYkbf-} ze;V-aLyqXrno4C;CyR?)8)}YUowYo%tq0z+ZC;Q3-UMw8I_Ec7ybKSfKPC#zBlKD=Y8+&~ zZ@8u1r^YmOx}BQ14xi>7mFEf`ecJ!L{6_1AXBWG?xo;d4*MC?^zxkalo#!NHcP$TT z$In7)s)3e5yWmJ~U085E>)v~2epMx_IbMH>0S8@7tr?ire`Qkdpkw?XhLlRPy-*f5 zPijt4bXJx%+bRbZzyCw8y`dUJ{ANxUeG7ONZVzt@IwkIdJ)-`#Nvw8v4f6qKGrymp zi^wdQB(wVt3_2OKG1wKH7J50bL<}+W-5VU;>}LBRcN)D9CtIlXs+N>^wTbTY6F3oA z2BHH&BFmbgOK-bV_o^(kY*N+s+J`mq<)Xr-+$HZXJ{oZiy;yd0*v|y~X+L~Q;}A44 zE^23}kB<+R1(L*Q_X}VHxy3Z1?o;;c=W}1Gay#mZjS9wlpZ;-6diwX>nR+wojHDA5 zPFq3?rvD=6Sk9>@w`DdpS1&FZ^gHa&s5-GO6rRD`CIx-ly=$a)k)3D8{n=G4OyH2c z^!X{QWPXIMfp?Ju_#W{Ye^ppQ^u_3%p?=bX%qa3W@d4;YTg!OHoX8m~oFT3ejKja6 z8R$IrGl5=Y;%~)1!)6y#-`cXM5-I|IcFBM6^GiPQdFqp|m;0aCb9&m19zT2$|GruO z#Eft58QW!YEEH5H9E@#aUPD`GPo48s%_WDP&%c^>)0U+x8=*Bajs_MbZ0dEU_x)}M zJ#pFFKvqCaK)x>|FhGIEvn_+FSbv8X`Tc3FcqU(E$Z{(g26h&nf}Lgh<6i{~*+stz zL0iI?M0F3HAiazQQX=POw}Z~(Nn|m;YkZ45ypIT>kmaU3&<>ur^oMMwq)ZTlKS7=F zN3aIE#hB#j?~RwrWHExh=uooCdP*1B+EUr?&y)h6ubdaNuA4Fn_oVMTb;k8^F0~@X zGGbVFMcAsyUR@t2Fk>f#zYY1%pWtqHa+@Y(kGR^H`TWYR5584psw7t{V>Lg;J3erK z2pILb%bgyqLEPbE`gV@eV`}}>2CDRV@vP#&(p`0-%Deg{=AGtjbG)5J9Y_LKMuaoLk%!_G*@qyHtEc+*PoNQ-CM) zuJTK{;jCe3IkF#~4E2Fa!Cyczcn#VH(unTH-!1mPci#iI2A&$8k$5uX`qu1N`=hW) zajpDt$8chi$Pr;rLi_C-x~p&R$iK`{TF&2$m*P8q&!&9;QtfI=Yv^2KsU9!yWbTWy z{oP&m_kA<`+UWm=eNKHJGM#6j>tG!mPI?;(N? z(2FoE-k8iv-I?guIVUXCw~1fDxIyV$4#!K|9M@1V2hvir$ipCy*~~pC{47qCmdOyQ zg;&6QKre!FfP-)(l8W4=kAzM+Cm4q*&GlFRO#Lc*d-YM~E%n{_w-wcsS^CI7et*aa zqYw`E502ya*f{X>fQwyG=|ArH4tM#PoRGX#}+Vg5g70t_?m3OX`uBrxNz2sqg z<9fum#|Osd1>wG%{r821#mJ-hzOU)HalZU-T~qCW=BJ94nrQO^r_((b3`J5n{epX^ zBn@pDK5bBH&+DDrg5Syt#92a6_y?ar8|6A;T+^|(by!EM*$iwzH?be_e1zMDhjAed zC9eTA+A+p4>>Ij*HXXR&THwicAl37VCE3|eT(_^^RNejcYGr8_H7D@CcR#1REy-pR zcj=ta@7-uVXeyAi52W+@oEt1 z#pk?6dFKW@Ivaa5^(jvM5Y~aET85}|ls9zuteu>`j%lVOO^f2A>X+G_Ru^aIWzmT~A%c z8$|eqe^{;>bga4?_t(zEyn-c5a&nW z!h~hr6H*)E{|o*q+Q3n8-t*dpBSbN{j2xz$CeLrWqS$LMMQa7UBqt!8^F2< z89y2W4X0EG8UlWof6zWFeC~MnHZQDtzqv0&x6W-kSF_a8$Ln?UKS@2i-%h?Aoi6id zx3Ek3+r;a=8Q$UC!M6SNzltsw6;_OupHbIoE^FeI`{e&Mk5pFLPM{WvJD3~ZDLBOY zHFp5}si4VM91H|*k#*s%p!1xNvDMJeeVirW1+l#0%hX^n9-AdT5U?SF8GA5xUG)9% zPJt!f4}78n^MlkrtAr=9!SH9Yk$6u`C&FA}>jPbV$IR9@@~ZY`O}74{j;9_VKUsDl zCopU3>%5O|zqc1FYBw5a_MVEvfB*bR(sINb;}VlzC4@%X1JXp-@glxmO8M3XhpN7UBTm9z~vNQ~pvt6HAccCIls=BST3`=Ff!gS--j{kYAn73|5P!hq1o^e9uv z44Il&%O1hzbH)oW*(up>UMB6L+nyEtnx5FI(>`@qQ|P zz(2!n=c3%jtk+05{EZsy=w=$B&(p2ZEL63%ZEX0j;(lT6w}kgl7XRbvue);(|7O-E zs&%S>>e}L&t=AbPp~bNuqf^7~`c`=9#eF2de9i{;4$}Ge6y1iL<`p`-F3)_@w$<9M zi)<^dvsDIHW!JA!#Op7b4p~ASqudDW>2dI%`Ba6}higKOfjj*k`1bVc9`G?_apd8! zD(@&x4s$o&BH)NIVJ64JH(?skIINfzi96VP*xfv<_5!ZCo)f_kpHYHHp;hEcH;+hm zbhQ`S8|(`$g{qqRsItgkSHGsbSH0cw;p#_G_RK#|8m0B4e{*stR336<;cbE#F0xi;Mv4VEwnY%9yiTEtNbo=R`{<%ML&J?*+Z?pk29Y_@+@zs>Gfa}bmRHVN2W=y& zT=Sfj_6A~(hn*S))w&s^n~>S(Sob*#sdj3ydnloB%&{&ZL7xr22e&)}8RBS)C!y(!kN04JD1$UE9|+9%otcsFz(Tt>YmcDkxuLGBhZ4jcpDg{z_Q z&{mj%q@%N$2sW10g?$RMF@7Vv7}FViMi!%haT*Ds^@WarGDrp90KBLJ?oLFC<3Gzq z(|Xew({`iWkZxG1o1nhcp;GvEEbpKz!&U#Nnw4@Tu70K|((cq>Fm19vvYBnO?E@S? z9A_Oo=LOeUx19V!jv=>@2PpxFL;c_-v=4L!BMTjaiP$^w1Du)M@7x>Q_1wkW0o*y9 zd$$#zE1^m0 zQpAZQFp7{2WG_;V+(uR-SsoAensE|+$~=R;$4+^8;zQU|a53iw=LYvAFN+894srN+ zE-QwW#?rC&vG=hzu|f6})?UoY%wgi#FYGz%J*yY13nuW)1{5&LkuCIk7=@C61LP%Q zxl?8jwhl0_HrD8ibT;i2?L>`8Gg=F4-l_97WAxpOuxY$$wTWYXVEUh@&fn9LV1pfy zv)J)J#{q}Psc?!3*v%(nse9B_Y9uA6mV=Ywv9!Omar7tjP~k4ZGJDQ!snuhJg*0N@^v)MiI@tjp$iu;rMkh30t!ft23#lLv&6m!RMO}LqT znBAGZhgE?!VINpm*rV73SRKrG=1g=mqYF|=djx-h6ySPbFq!LeJE9%0?IkvbHOYM4 zIM1+3AD~~ZXBie4))?*^b{nD%WqM!3D&q&!L9@tGZW(3WV3k{g?Oz?BYqh6qKy#U# z8(q_hJoh|`1fr|v6Nv)I_TqQPoXcsZBj#YCYoJN=XS?ATZSdWgd3v_6ZMyLT5YX1R)^|# zXxC|-+7{g$eTn|Pp_?(>*xR_@xZPA`o@8~{Ry%e%(_Aq`s5{2PN}C1Fg1^!>(z_yJ z2Fcilno$(%#A;;C^yo2#oypd-!|)z>Z~VAt!r~}yVozgB*j5(cIZFthif6KKv8u2Y z*fC6t9bplyH1>5i>G`IFEy0K4oAH0}BK8FK9abS0hh1e3VZzKZ^eNg0^<}K1Pp18V zJHg$dI4}+9OPz90bMx8aTWY`nvxqm4C#mE@VO z7|NRG`7ak)39M1rCuRe40`>{Jg!y90%&!a)GK0p2yFd@Ya$qHu>#lZvb!@jCwZxhG znR*!G4Pw1b+o4I-2sQs|dUz&8P(7$0sJp2>p-t7r>U$afXB=wkFa???ntzzjS)?|= z(Zz+i50dw&i$Dmt2khhF<1VMA()ma`VqjFG$;=7NT;?TgoyVppva8sBI0Mi2=&=lc zh2O&8zL_KDUgOT?jo~ALrGi%;&TFV(GrxkjmWT3uxhN+RpTZ7g-C>?VzcX5p z&-4W}Z&(Lj0=|&Wv1MehH$UD!?;3~L%c>Q^So)xF_dkIbo zjtXW7(gkA#k%Ah25B_pqCYR#)a2nYCSjU+&8BSUm^bs()k2qi3UR#n(dvym@rHZ3% zM_U3KH`WcPb<~8_jHo(PQC=QcF`;5$#l8w|6;b`5Ho88)5s)+5w{$So0^R?NZI;=N zl>|vDffG2v7<>o3K#h0fu0%U%Ibvwj>{AYGFK*e|XslaX z)2qt6GPbgRB~js1v9Ua}Tv?u9o>NX%L{>koy;Fa&@nFm8w$mN^)LV7chC$|U)~=34 zt}E`H)I9JnB&3a|ry{)={n3A!zSwT;EjEp{iM<9#J^%eZ9)-X0_yT`USMF@ydEO6R zC;nDICZW#>y1N=pAml`JSpEje8>wJe~L GTl0U-6THL# literal 0 HcmV?d00001 diff --git a/docs/source/_static/kaldi-align/curiosity.wav b/docs/source/_static/kaldi-align/curiosity.wav new file mode 100644 index 0000000000000000000000000000000000000000..32d106d7b598c623dfa9f7fd0413a7b362b679ff GIT binary patch literal 22576 zcmWh!Wq8wU+fLFpb(ghUC!M>qF`U7W2X}dJcXtNE-QD5A-CleQ*kFupjJYxQtzF%c zG)cdHNB-nTdfZ2H_d2ipI%WLuAwzG4klT#M0+~6Ys004AdyZX6qb^rhb2!I81 zH_WBFo{0h6fB>K`un}kn`hX+Ao?tGJ1$=b%edbpe&^((i&*f826Y;)-(DacoQRyA*T1E=qYx}OG;1Z8TpueM2vCd;B$$CM6&ai zYn1?E2tJ=|01#&kF~>QLvK@QMd??7k0mDPkTkrrLhUAl#tYxhIP#Tm99EUzqPr%ox z$yAWar#z<;pE67L0(}Uwzy^$l{U*ft6>t+zpIG&VU!_SApve7`sb<4gX7>PBBp@Lhg{!@fGbfVD#VC^zv9)NSZFTnnSfG;tA6E7&C)LxWqClh{& z`jRn@BUBsE6MJkuNG=9%J6de7DOTzlVx0XsbeOUT&>>TyXT(eUd+<4R7@@_-QS|tI zq@EVe)}kyzO{sJ22d+}al6veMb(X_neNS|7cTwrK7leid+s9&Z+C;!iISfp}*x-Gn zC)o*E9R2YAB#egO_v{p~AKk3mru)JFD+n+^r)5bWL7?RLC%q<)dF+@EdTSzN~4`YD66VGIg+7PR zvoJEyKE{$^zX>NYxEN{a=lBL@fEm_{_N(Moaw^Iti=AtX#a%z48vX#vQvE;1i_}PP zk==%wtY*gyY8XXg|A}Nd{&ntwo?sqK3 zHe%ISU-XuvKe8E%Kt6$_^MHP}Ig{KDe8zg(Yn;i{MfUfG8tf`?3>{AFwNtSa$1NZg zpKT8^ra@-72Y$iAMVA7xV3<>7JE1vlx*%A^m}olD8Guun$uQe4Hvh0QoJr&$YcR4F zyn|n}2AVS+*~CsX+tvq)b$l`0H8t8qP9@ypJk))+TVZc=p2I!tUdC(aSLCi~hgo9> zfxSqx-NRU7u0zh?JIJdxp!=A;6KbH~xVL(>`Yh$R+dg`X?oQWw$8o40+)Qe5)OHn{ zX�DOVzp%af5!h=^%cLCc`fn)>=Lz1JG#mAbSy}#YUUY+WqX!Hj#ZI9%^5SNgaP3 zlPyE-%N=2$0WC4Buv9RexPyn-@~w2o564>aCjJinpQ}!m*_L8^s2Cy9@3H(#Qcy43 zLHk>)n{A|}%_guptoLmV#zKP~RXJ~AWtzbDaD)K!9f0m`w~o|6z3olik@_EY1?>|Y zjvUqN%-0>S$Y%RyWV)jQ@3043LhT^wjt{f%v&P%k+XdJk`zDLPsK)z%fWv4UV0~rT zYMN)8k3DpD*ow^zi`ur-5{3M>Ew`iQd$z4)5W3R5*JeY1*)`ZlumlM)tu-G&I!OyK z8lP(ZWZq)G==_B@Ba_T=wiU?#Y{f`_%x;}!`(i0@cwx23Jx99p4*tY?!DzG3bRHoa zZL93lkzynt+fLlK9o8ZSkQfae#hY!5jAf?&NU?3YvMSv1Ckz zn2=!0cJo;q%e>GOY(tTwWEc9yw5xlSVH;w1Wa0lHD^25*|fsG+z@E4XOV}UIn zt+c0EDoy3c6dVFxpleLa^qGcmq>Z?PH8>RLA?qgdL(^HyXtW6r$9H0*tY!XBBl0&NET)$06>k;aP&X}fdI-*U?8!87>GY0 z=Mi6s>rM;6cg_Wqz!kWK*x;lBT}~xPI7Sdg-~(Cac!_-_9{i+phnvx9Q#WfML4k zq}tFK+i|NiSU1%4(-@{3-f^?#X}eFi&>*rrFnbxG?o(aG+CcLTYaBA%g&m(Q3{$0v zi*ANgv~koK)GF#*=o-{TVZz5a>qMVKXIND<3iTu{jdM<96|d#pVSZ!S>4glEqv8qq z6}&j!VD=^WH{~pCEb}y5$6~U>n2FTuXmBLi!VJB1=gm~4CpN^a)_Q4AXxZH(yGQ7nwY@a8t>c?})tA)l zt*>gDUH`DEqq4eOUOfL#P2tG$H)YE!JF2JEeXl* znK6-hoOv7eqP~LaX+s%7OcC=2^A2knr;A79-($zIQ+W*GAmJ6k7v3#SGAoy!MLh`~ z2KP8$JG_wLHk-B00IB!2oNle|pm&XF>u%yVoT$yN$^FZ&39QYn=~*+Ys-`TtysK

cwxqg~`o67`bNJ#Kl<_saL$ z>|^$=4C)cJHEvYg;ONWY%R}4skBw4KH3LRTFM?cOQh0SryccdWqthJ^>!_n@U>iueI=l!<%wP6)O zC9KkbrrG+V=qE!`Q+-uY&1Up0!(+o^H^ohkzmfPO@l||41OsGAD9;66FDvBP>+Q@2lgJ;JGv(j_cLUd?;@`ZpDC(YDynCrY#A?%W_KD03rL}% z@J*No@1qZ8jAC{&cC&798~B&_THYMdU^k=tRpncc^>U-6OTg!?=FaE-kF$vNhnnTM zX&TX0)_A1qX;DcY|L2!1&oAdchJ3F0EpKwu$LS_^NLzZe3N$8cwMY`NtIwCd?_=8o zE~z#Lj0|gxFhDXm^r|D@$Xr?i{UeC_aRYipa? zEw#U(wh4k1$zI;RrvrP1u8H^@{XUi+w<|^#y(VHsI3AK6RO=&Cv z4Zb07IC>)~NH{(bASq_rW4e{Tn=z4{BCL_ERcPgpWsvlhxK_-OotB3vZp#`3|6>F| zvCi-KK~!qZ(~s)PY6Pnqic9m)WGlZO|8(KqnAeIo|NFMOqK~fGQRJ+2{ILzRRiIz! z<%)Gt!~4VzIG4nTZU`FS->Itb(J8%T$GI%(b28TP&9N5Cu%>9TYv&gI`L#Une5r5q zeqEaF9-59OV|^SJ0AVVZ@pssi1fmr0dJ@<;|yn=aFcYe6c>dHrU;ITPRkCvXL=TS+r0ce#z-LE zV`eHGLiGk~@pAipQ;;r54YfaOvDQDYH2=|j=Vg?;9OE3L@d*S;ra{H@3A}d6CHEhm*`6WFm+spXfa1J7 zN#X7O)P1hIK=E1{EF8`bh35endd_@Cw^1{@^J~YjHt*(vbq~wY-_Vb_pOqi8-pzi? ze0%F%c2-R3>5kpD_0DVxn?8rt!EWK!NEWJohRuuJ5xpmZ9=a-&7P8ns)8n>~#&}Kq zG_`k4>6p~%smbYD()P0cW!2&GedRMMJ8LqUes_f$;}DWKOwC~jif1d%dz|o?=RV0} zvy${&;N9+%sG94|^|;{LgDngp?J|@D(404%THroJp~OHr;9Mw`>IHV*7vTC!ZM&2QfkaA=tQa})V?+3nspO${e`)JSHU%aVxv~@Xni1~vvguhPU5c#>i^Q!i@1(U&vK^Ocz z1M>XozJrv_l9BA2z-8-4^|6*SjoX{fH=k=l>diH?{$8jyR1c}0-W1aLMyIg!LzKia zs+=cso9}taCq=c;r@z-drBFG-v%zb#_XDLx7AFv~THs=ul@k z6#7PeLo0;Mj0jF0|F3wfn^~cASG$jOAEvnDwp=EVJ`)cSuHjNxd*O7-tpA@%h)YlI6cgs_v@MTZ-j*op!&$V znRRf(qGno0NjGZ5Z7&>ypxev{A>el2{f4rSXNz*O$8N=Q`CR!Kw~bPz=n>DrKEe9Q zJj>k2WHP_gmGEE6DX0}XM;pkz!4dM03JwYni<(3XNiW%Zd53$aN2~i|`9$d{;ZEKo zb|zyKTuDiW8i0k)8luXv0}ZruELDaMZM82Y&Vv!JoAF0gh{&CA-^jT762+Q%jjd#u9;yu{of;<}IZex+ji(tH|~ zg^DyeD!-=KpE!--aWvEvjn+cMZ->27t+ez9ss z*P4z|%|K0fnSa5f9LaaXm*bx|eVLeB`IoOB10=8;g?FXvBs)Ysgc~IO9<%)Jg&0B) zgm?$11wQpF^OCq-<_)JNp^4f#&8an4s_C^i>o?T%>lV~}tIn-@T&1iz(^%e_WZH{G zfqC>!o>6A>9OE}N@Kn&-z_tFMD%#86bDQT;&%N%LWGgR^`2xO9Jwv%jiKO15uB4u& zET(*;dNUmC*Sr?~EWrk$x7aQ*%6ck}d7M*zcTbQ_7kIF1=>1$>Qv#ocPry%Txs(Cm zSF#rGz!=C^%Tq&N-5Tv6ol^f$_dw&;exq(j`R_j)a?`UN-{=|j8AR5Uk|`bi@f(~| z61}us9L4L;?&7edOH{|hcE=2jDF~YxxLsxPm?YiJX@D-;(>1onKh^817S@J01-B$N z#{E^4^(i`2X7Q5YL(Xt z*=hD$;4He_egsvKLdtb`9ep&-H3>SuJD)=g`U-X?4-r;LXS5;r~Qnp_)LcZYjWZ}ak+YYU7gfZ2=*^z+aPVvyqp(8lTM z*&H@GEKa(zE!>4 zN;vir4;|UaH1v(rm%T}z=uZv*HwuY-6t+09uPV}0;=WBbNA!~Sgmax^;GWF$2=&noJ~J>CHf0MdjwwJB5AnPW|}t_2#!vxhHEL z=zkFX05ck79;d%!SphZ3`iI>}c$_dR+}r!E#9uU8+N2oc(JYS^Ho=kjD9cE_vRmEp zy>WQe;^Hwy{mSiil6FE}rwQqjwhw5Z)7@$Jf`5uzmA8Dp`&4+Fy(g>6{T>G{41OGB z^n2#@T`^DQA-yb~Avnu^1|NZLI;WD|qzuS)@`)vAuzePig^#DiGkrN<*lU?9=x+4c z%!Awx;W+6?*>-7+*j*?U_zBzv0{(t3!1>0?WDaNErO&6%ay~17Ipsd)sJ(Fs;d{Kz(tVO}cdg11 z@HSwq>bBgUn+Ke*$C~=--gG@_d0c<97ON|27}_wUc4{?QDf?U9aHwmyWfhrD-R?q0 zDSa)s)oqfmD&%sQe`sLPaX*vKU2n|$sE@z*01uuUDIP17aM|=UpurL2Vz-96^oYC8 z@#H^_YJ05hJyJkUpq*zGan^D&SPIrR_75H|d@6Y*lenFhwMZ{XW26d6wQw!}CFcP9 zEbAI0ntF@Owo{D1)f3w(t&HX=_0K9QewTfB`=ZJC`C~-cxwdFyymneMv*vbVm|-t< zrF>jadDy*xBkr@rLg_D`8BtFYp2e02>6A(0=WHf?3t|96@u${gE!Jjia%)^wx4lYL zmQZ%I+SHiXaY1cT4^pq!tTSvy@4x}l3*JjqryAv1fI|NGPVp>K z?3N#J10|<;xl9DUK$}B(<$Q!ySXpLo^J1$CJ&2bPTks~7k8X5K0XD(yY=SqEpUZp5 z`@o+r%9Ku&@0Qod9!jQ)jiS@SLf%Q%8JYwrbmZ7in_ugObslY6`&U?2P>}p<^Y^vi zPG;8SMgPrgRW=W;$}gT$71BvMOq|n-bfsCU%@kClGq6qy2 z5xnWl8Neo+URSTK?pV<>tp?;@TyDht&LNDC%IFBJp(;U$~u0p+N9m z-W&M=ANPPWfuw)BO6&F7v(c;7N3UXe&vzlzCH@r-gL#*Bo8k^7Ij1{N`&MhP<(7*L zjI;*Y^ARgD85xbri7Ai~-p>qY_viHD_U2PW1(Iah4Oyb=oNpGK<}cugnMbL4fPqjr zn(S)h^De)}yo#ws|NS14FU(WraB{*5O@HS%a4LG|6M4I7 zNr=EpF$*Jy_@0vUWP{~{-8U(6+=fXmy5^QC4vkf7YSB;EEN+i%Rkl8F-dKOBnp2ro zHLM-P0unJk)P0acA;RX$X&EYq?OE3dulc6s}Ulg$YYZ+rbWPgL0Z1>I8##Hkr`%?!>J^_DHnrW9AKiN&Zp27^* zIckegB0Mgw%j#-(V4oAH`mql`^%|+*P?H~)y`~R3%eKR1@5w?ZNJaO1i8%Kx~_JO?VbxGfd+5%l4&;1G;ka5gQK@|Jv#3hh?gc>7TM zep|g=g&lSzIn*v*vp3`epQcY{++n7%Z*v#(J%l$z^&*upnOn;gFguvrnccJ<;8DE5 z_QrHkr_wC#_}a9kI=5&+esunp{FAxj!m3JY{fv^5?~bgb@{e6z7Q1b{b%2XM-(`G_ zqnxMieAP&ghl1-YzF?*z#j}q`iu-59XDNes03J#0q!dGEoR#PZ^D3>bqrG`yV|Vj` zj^&+Gn@|4rtGHP)qo%$oyYof2O2^Y3(|H;8S)UO;G$Csnx17IN2)Me*b7`((m-kQK zJwBfmSH+Knut+PA@f*1DoHlrja}UOIoFSGH>#+pePfNLVy8X9pu>CStP(HryXW^<0>{I@4zt&>?4+COQ7|vSXIISSDNL)#y$W&SS@kDwJa1+dgx= z9(Y}Ke=q1opFlh8n!4&J*Ga&hsaw^4v)<=#qpObhH+`#Bm9Hv#RKzMvt)9@B*}AL! zRmX!aVYk4TfUTj<;Or4Zil$5QrD1M86-T`S{QUz*`JMFasYsN^E0()$6oUde_XWcN z(uoZGAel#)&@|f#>owaJml|-|J{owcBj6mKr;R~7rWv^=~pIe*aa_~MIIi<|Cu1Zt$Z9mYz_F)W6X%6Tg;l0(X$UWMLq zK5?o={y9MlgSP}Yyw|&XxkXCDL`}R#&KVX5{^8P7PTF6))YY}tX_oocG8@}2vE8?w zz@`J6ssF%J;p6mk%q(_1H<|xR*eyyF?&S%%pSkn6kC-ybByyZXjf^x&y05m)Y>2Mx zTR1TPZtkd`WnbQ?Vp?%u_{bKD+qYS-@WfKX&I_FoYf!pFWAYx|B;ZUZp z+53)PbifqVBTuJ`|6t0uGoyN@IuhEHQ{OhdLcL$fufATiKX-EWwycTYmS!}38vS`$-s!)u z8*|Eg71Wd#sy)F6yrGg!3a&ECV~w&!btd$3Ttv_1J-883ff+tNiW=SvdXfuAbkG>9 zd#kweNKsVbw4y1+--|6phyG0Z-M=8dm|o@8=-C-=7>0Zwt|ktCco}1NG1bR%>n<0_y(8w zp7Ffv@yO$cR}bGO-c#Hq;_*yh9MK+Wz0kT|eXrZI^M4IJD|;5}i!PT+s~$8=>^x-f zwY^3Bkp!g9(G#Mx28y)utsWm0XT+m8p{x+@a={+Kb)JGPWgLaCQbqx*NGnn5SMyqVgM?D)3AeYh&EkbFteeM=6+M(B zORq{UN>)e?iU#t%xh?EVtTfg)mJjPT{Ut?7W}>y$OU7W`uTZ56xzSyfn=wX3zbpBnbrJIH@#<$|Nh|q!MOpeyek#H zazMUa<|lb0((+-BAN&JYN*)3S(hf2A^B#+L%2MQSV3h-Pmv^uXVy6L%m>?jYtK~)YlQVj8s~Oob-Qav zcZV6Wu!T&eTef#ZaAHh-kH_($ag8zSB1?i=y}K1lWvFlo{T#l*w#@zVt7>>Q-51$)J+ZqJIl!<$^!QR?--gdaOwrsiN_lJ=TY(#rE@S zQ~8I~Mqcv&raUBA?VvV#7V>`Ys7z^`*Id~6sv}r;(%5O}Z8~5|M_PeML7*2Bl>GtE2OR(A1BBb_hVXGNh3FJE!U(y$L9cl?um zdU<&&jWST2Et)0-+3`@N!w;Qcdu*CvEg-hiZqoA^bY8S9-6PNaga=1u3A`Pe5dJ)3 zU1U{w-(b{7qg>+gS>8vykGG0-i5^caB^%KXHXrLb%NI+H{Uv$~?P~)J?V8HAJhpqgTMEBazi6FhScFfYWwGxIkGhq5{84aZC*7W^u7}D(+f-ZKW^>A%hs^WUj<)3X zbJ}0_Mbuhut|-sdjjH&yl4)*AH>!J#uP!7fWJ7?visAjt{kn9W*i9bbRjJl^;2 z%a@l~IYlYj$=q*&T|GYa>4+Wg%ao>y&xk5`gTUVQ5te30AimtNzwY;M=Z~_V+e@R` z5|Q7`DEVIh+NjM5$+3yP)x0-gF|o<{hP;ivwC%SIv92>-)M>O6^sspnF^F$frA5WY zzKFsjc7`|kkCfeGJ%cmp#~E~1GcQ|4_q^x*)rTIiEBJEA@St^py#o*X`71{W3*eJv zp>>k}Y}d}Nt6fg*7HbgM3S9vkNfUkuO}8X*Tdppa&;A?$&hoYsUx_{-z>d7r^-3rtVYULbMObT9> zAndh0a)WrT<6jNXmR_G(QBpLmytHMoWipXRD`uY)%B5P5u%HQH?x9b7w|l2~{ZUql zX22Ifz{U1_1b5Je3fFlZ2)Y@uJC>5z9oG@k%k!4_KjvuimvORYuo~31Xe)I0jh)u% zSh`~j@PXD&52OYFS$LKW(++R;EeC(evtE3;{Rw%IfA8oG?~J`5ZTyA>L&omv)iNSt z&Zj9CqF`)PtykW@9QOCXU(MfaFQ+__fAB2Ms(;n&*Nk?VDX#+LgQ*ioPjnylIQEc# zo>bvXtr?v@^|AQLqtEk8`!|NSj_Mq18c*uzHSBeaF#0}LzG%C0Pr$-}I`IkoLl@Mz zuZmT4FMC?%_umz*zZ`PTeR;QULl73ZJ5k*mi|OzCRd!0)EZELI4Xtz35DO`bs6Szt z_e(a@v(dEw(fRpiOh5I4F7rFLtZDRjPEmN?%

;~ZwDl&TT=L#8K=4A|`!4qxq>@DqRf z`i}OA{makNvgSlhiQSEURQz7nE{bNqp~>NWOe?oeFqJEH-qj_y{nHd%<6rzRw<2QTU08d2c>f|tac4xv~SQizTN4#O{4vjp>`lRdU6i#(6} z2z-~So_Ic&{}gsGXF8XfMH*#it9q0%6TJ)dWmig8Do=Q_6nBK<7#8%4=0)?%`ip;W zlvY_`yvFUd+9XJWFn!9O*yp=%oC9D~FGr-FJat;81!}&8N%}>8&4Me$u2* zc`JVZF6Vx$7iM-eVD7{bcCIQj@!25u!2L-?1jR4NO-M;Pg6Bi&G46226ZirA#HF+xBsQ7HssHIb&{5c=tV%BJSLNQ;ADPK^x_gFT zJ*3HZM;sb8Gr3>HTzP-i7v};iu6fe^9teI_#tAP@J?&q&-KPG*!eHi!l z)1%?H898OtE5im%`Zh$EGIC1VvWe3^Mg_8^#2gw5N`0h=k^qtQ~vYA&?l-VA+J_{3;6@r?Kb?6>F4!7zjB`w zZW{$roUe>jN+({24!3&fi#7gTx7(I946glHH?R4G_6UBTf57)t?C<_P{+ThRVpvUL zj{haeZR#-7%$B;kF)cNQE~k;bQg&P=3HuOL6WJ&1wSS#*pzM}_%E9R;D7%RT=rW`k zZN@-6mAnY`VJzWg36Ba3Iji6($KGyv{rzH9PDr}X%hbp5cL&@YcIoB|Uu{&<7I-%gNI9>`UfVCACWOhHokSx;b?_NG&R!@(EOk>txDYH zj%;I(bO(c`Me`DKdaC00hc&3ixQ`V-;@Mf(ARBhi*4KW+w#oL{egnPin(yPddHiDT zd*%#EjN`5GaqIU|#*bqkdOjU;^T63#C#<)e^{F8*CjFSYYuua#4>o;WpE6b@TcI0J zJ~RK(k7*g_G8*1~%y?EZP_qdwKz9=JoUd5!KADL#hm0I*9Q3A7aKfh0tHLMUmR$Aw z-!HmfHhlP!B`CbqIFRs{x%*8B`s(+>`?F$%^a@7~6<}{I5~E%}!Z=Yoqt(zrZSho( zHdySxz;>Y{=xNf2LHmae92(y*E)Or?&a&5zu)Y}2+0dc`S2kIL7-JG1Y6DNkSi+V4Z)pVH1{ z$Y%5?z5|@ff9pRvQ8%FPz>Wc#eIF$TN8FUWGp#DVo1hkByUvAh+56 zmcW1fJA6JUd9uUowNMQnWt*ZOtL?2X(f035YvXlJ)Lt?5$F5TSWh=sxdV3H4IGi^; zs&}eyJ|`8EtMAqwt>!ev8+X8;WTSi!M3g1Y>$AOARKnQE-~MUJ-4X`-A$SJ6VDi@V z?j+Rz8BU_{&{lXF)4-t%ma#-Yo`uoYU6lQ8?1z}=wrko$NxN+4I%@ibES%;xw(;_$dha3T-BqKD0t>41&iyEOyXM{h@jVXMa}Hi6^0B)0Zkx0CjTQx1VNP7 zhMTpV0!rrPw>KUwxOV&yxJ!D&-hMQ~Ia)dFpTUQw2Cv?~vUqrmQs$W2>D_v$rJ`X$ z!JhXWZ&W|LE92`o*IuccpuPhqM`VmxIh{8xV#1^`*M`Q$FBZ(}vgd98_~`w+%#j7d zi)%_>Hbx-Nd3o+>%D(OcJZ}Wt3(t?x1UGr^by{KV#*{kBn%1KQFHQ&qwi5;|L`ZB7Q(--Nl@u>+c0dlpUw?1jUIPaL| zGAC~Yb9ImZdYAS+Kd5NZrK#*e>-`!b&=}HT?O=7kZ<d7juPGG-`8y%Cli!f9=GqUi>=A+ct=zS5`8{}Kj`6^bg5@nMAa%Z7>nr>LvwuT86XgOASr$$uMSbe*`yR+VbiF<@U=+(1d;eZhX>U!n}-iG_F#3T%0XgEjcZ9bDQr*NRx#yr+{f@b+b&21$0mPaC#ZDn-?rPDz->A%T4b8 z^XTOvmWN9R3u>8zX+41t_!fJo(X1=cjn@k{+cJ-O?O`n~3~x~na`v8jAh z&W?9gPlvtOkpA)yuf2l``VEWT9=kVYTXd%1WWhtqXDrPcs=uUp*saxMbP5~U^(hT^ zYCCEtw=J?%0$R>|<<6jK5iJoDLhq|aNfYQIM^F1~TZ#oV1{#@`LB^Ygo8~$887PQ_ z0CkN0q6l}3lJ6z)`sJCTEb_SEaYQlHZM8I7=JHZWeWf3SF9n-L0n#F>vGQ~T$ZrLG;L$ICO!qhXYa9`Rv%3<<03fVSUe5_Y3 zk4;9yE7Mt1g?^hM)IJUUYiTkU8tSZkT#G#I9$aUt7FFG@Xev8Xl2i^?N4E8{+;O@4 z$JnBgNn{_;=;9n}m?NoaP$8`m9_p+#ZP6~(uyj3*<1GoO9_Ipn)Na;Nb`33tnn}@6 z4^s`arHm4IDdQ%yl~v15V!Q^qj)mAre6q6uxAyG4VsUJku!($fh}cq)7@#~0Dq^K^A0eKlICK{)ULVmEK*<-S{cTiPF-6`XGLdB z=icT;f6tUHEu2{HR~`0uZT0M`in`q`;T_w$dg=z7ew(tbgB|mTQ+OE?hc)1{h(CBc zGS5c0aE-ropl*UTLz`m^L;C}FX@i-sSv@%c+!(H!o521bEdo4GE_5yehFq?gtZ0^Bb9p7l zxn;Y(mt7WTbFGXcu)9m^oIw3fje!~T4AwKlkgOQGMS1ye|3j^iSF0wK{Q)>z&3_VVV0w&`t>))URcTfQ|fYu?^++2sj3 z(56>gH7ac{eX71uKS_Vs*lt>HIc;8Q5*mv&ztyYMHR@yPCAuT#O3Ns_*rg!u0X8|) zNQ|5U{O5e>d`R9W6Up7qKHvwJmK=a%sL{~~xVcgua+io&WD z6T>a%d}gm>q3k7sHmO4XQ{LZWu~MYS6E71u1!DvoxH~vWydV4#yrtYByvsZlFP9%J zvAFbbp@1eNgqMXq1gm&Fq9*dgml z^Ih{T>vH=ZTR+nW!*_EedWg6VzM!0kE`wGGg4U9?$W4pF@IlkRyHlU0&r~1jl6A{< zS9Ixy?WQZ{!KgdF^Z)%twro?PK1933Rrv$j+}l34&rzpo)^^|1mFiyTRIX>$ra#6H zhIz(YX0|2T{L+$Y&9w}(YaP>phptTB0qPfe1nV%fhLbDU$s<|r%%}8&pqeOj)endE zmbsMuh<%VVhqqajBJblFs{AU8l-`ma758=hR~nfA(fctca;NfF@UIJCp-nJFSRz=- zpCHKMZ{#L%SgeQi`EU_!HgzXBiFoeHYt4sZs4pQC^n-E)?qZJN^yI!_7t>&>KTSnj z58Wb{Ix3N^*kjTc7)b^YRx-z>7ba1Tk`o*~h@SXd#0@hzjv(QdewL}m%i5tXpV9Je zj^5~U;*b_^M+J&l9-HTzt@;VN|8-NkEt*B@f3@dKa`QdQ1N&%ug*^qkKwKc-IMbcC zi5X-D7)s?3Z1kFSuw|fan%&}Jk`V_8e54StkoB8Iux2uI7*u8py^6-5zN6lN4modw zg^Z^zWM4?5GlTgQftKHoFXZp#FW?n%R#D z1;s+6U=M!-pTUpe&SNZQB=ByqcQbHWFm%DW0w|<#Xk+L*X=U_(nWtGKJ&zthsRUA- zVZ=B5l;b60L#Lbm(~UQeHo2hG^3rZH_q9myE!GqE1@=?6Qqyy@zct%DNqt#+)yOrT z)ZH<^u^n@Wkvq0)f^>6mSUsPwvw#1jj=Es??53L z=~6essgsCO$309$v661cJL_xcKAD7;;6~>|=YHTZy_va-vyXm--h*C9RXA%vZ^{^O zfpd-HKd=OP11+MDpnZn=(h=$*)+oN6Wn`Y?Dj91zuUH#l9_1!&Aw8Y8-lf?NpcjxW z#Bb&rm`y*z_`^1_>KPxP^So~6cH}&^kow-4g}gTfyHXw_4R_3blu0xYDKw>1|1#!S zjk;^pPIA4$YIQSz#!eAWHJDuqud%!{Un9@bhuFVc8=NKh1roIcm~Y`lnj6PJf0Ak1$y1&5?o`#By4^Z~*xVSjO!|O99@~ zQb?hb&e2f!IL3-o92mKtGmJLFF^)m9LZMW4o!FnEpanAvXtnq*@Gj*O>gCKOPJsdV zQSc9P*!h~;ilw>~wcU=d@Kq$tat&PJ>`Bt_ao}q-o3hbL!{Wd{_8vqkY_~mv_F_S% zRPZvMV=lpBod?Xn3~W2ifLONLhnP#zel{oWa3z*ff#u{*!vt5CuQ2wL}5Vjr=+Xf&|X znd`g;M4(rJ>BI`a$EB{L{G+dS?ImXteLy$gFj*Fg zo!I`4yi3#6sxT_x*LgzI00{K6P%|la`Ng83TC>$!%wTl81D*uex{v6C4{e|B98JyF z9CnQ0pUp8uhZV!ZDbrw1kpr_-3LAXhFK18BPn5NB`!)k=IlQy3Kao(EtR3gN!e2 zYpLU1KC)0U1PR1TY>`d~@dXly+4g+1p2+T=hW5Ab)ZHiUk{N1GVn4K9yTCS`=B5Y9 zLDbytgRZ_4*YD6weQ2{kXFljWDM)I{)~APdn?{)a>GiU{jo{JHnhl8Mz63| zcO`OjZCi)z2AgJ$60?rDG1>Mh{W}L)Ggqmra9UZJTRE0}fCFo=3 zYKoBY6CX<5?5Lu9U<(NnokRO+IZ0U1bIQJgO&lH?iI>|v^d}V?DGSI&J`0h3hJHXK zJph4NJ;-oUChuuH)Y{iO*zw6U(v@9qVpM}_^J$DB7~0uHtmgI5?*ab6VWtw`AoX;| zPe)Ift(guqP_iv-mwtpIl??^-CzK9-oaHK@u&lu9ZNqH)nC|c@$iw`a$iY^da&0@I z%~+>n2sQ`&Pj}sM9GQ<zzf(!t2s40&A<`TwDZk=^J+<-lX%cy2^ zH*KX$H_W20f}6*e&1CH_%Gl zAMs(lLMVr3<_xQ8gP zJZD@s9=6e38SPvfgV^CpBCY}xC?a$y-h=T6kG4%0Xlx(RN$^DIE71jZ;{Q2MkO{;c z>qy=yV!r)5QwD16JL!GF1K0s)759SfBXpSAN&98(=8Xkn9H$u%2^RPfzU1`e=FzC& zHXdjhi_c_zb)K@!W^QJR?7l!Z@rkTL%v3+qKa6Vj934s9!hB{lkrrqwvVuN=xPc6% z+bBVn6j~%sv4%hs$xs47dN7jME{h>Q&lpNu4c6Jqq0{g~(|X!vKw@5nk0$E$?t)ai z!Wzb2iA*sx;_o@V+HSF^_L-IfKGkv_KSMDSQO-5UM~28y16o{raour@a=}?n$BjaK zAAPuG2g`|l!(mo9E#35g4V?F16Zap-Z{+TBxyzmg5|*MMprYceS}k?dy|r$wRqGyY z#Zk4`s9+w|JpU?aKdcB^n2iRVC zW4Mk!LCf3;z%jubS8Zq(Z>@hi@QE3O)PYz=JiEaCJNO;C7#kNT1O3Q3d@NOgO4(lb zQSL1N6lx!4q_#j-cv3hW-V5ij#@a7KA2?;9Yfu-ot(Bz;ynCMRp^k6J%yNvw`6o+See#I-o|F{!9BK|P@14bD6 zwi9I6h7LJz(KE8!`!rO|g1o7nH3GH57F+}uhT*oS5~q*tB>8w~MNki)W>z`2$;?5@I|0wdMmcYgfAg={ z`mi!lhwl~MPEo-L=o>aOc$Rr02rw_?42T&$ zzz?AoCgm4Cea=dv?u64gx|YXd_Pv= zE+y*tS8azw$M^;y6THECMZCiLL7fPLJc*lf|iH3}+tWb#hk2-I;~# zAp8|El{~=g1Iw5we-W98<{)!9SNamy0(FeS-$S^dCr-6R}%Ly0v9Be^V zEP%BGJw;8$_7d;$B;*%{S+E6?fzydA>x?jQ}QMF0OSv}82bjsRT5_n%R}udzWHgmDkh_sJ1zk!vliUbx3#El00?R^! z=~s7Q=NQLGS8uP2y3V-6KF`C%{Uc_H^|I-a6O>TbyNUj!Q14->70CsOmuMp3YE-wF zOHpBEm9md~q2vYcU*^-#kr zRpsi8y0I0Giv6F{KJPDjUb><+sbz)soaUhpwOzH2G`6%)3);XN?A3zVoOm{u*n!Ps zb!E3P*RanB3qNDm@?;YtFDf5K=PCNqN&i$uTK9WBGZNC`)4EYH&mxK>W#mm( zC$XK76HeAqMsDb=Z-=LcTkV`+SK2e&k<@6<3n$Cj&w11t?JTjkwA*b1TVq>C7~?gW zHM6R=Rph=)ecAQ7s*GqhX-<6}S@EuRQ*%e-{YI7XiuVGVjZY+D+9O$pt{^NTySSIA zpTw(p71JbJPdtLQgBwCNs>Vj<#1FZ=Ew}rhmL6 z*BR%Dq;4~^i6fjU_B!@2yor1R{{(-BpemwETzl;JXkFCn$b4y@ct1ZzSj^u-XR#jf zHnC?jnBh1oH`E^#0JY)Sz&o%Im`?TaC_IxqKl=)UH>i9{<$vv3YtL-^&oo7CRAtoH zeA!#^SMlnXzI#cz$`WHW_~qsY*88mT^XenDn`>?u%z@eECaUKo*!7}l-3i@y-6D;x^{{p|1mni5Zc@;59(IKNGYo+f6q;P~dQEV41Zr*JL*@ z(0tn{QKdKKw{3Nt@s-2Ba2bMq9D?(ic+R^dxGg=PWW_C{NxByiXC*4(97&3FnM^Am z7r9$j$PW_pm;=y(@L+}?`;(nRUdGJuIrt#BF+2dGFgGigvz2$7^MyRbJPaG5e_=i} zm)-@J0;#?^9S2PhG=jQ{iu)z4#d}`3AE>kM-}vdJ_f1aG?FUeS1TXOXyty!*G%0Z`bV*;#T7AVDjp}(?4lGi0pQ4keY z=oNDm8=@m(e~!1sm&X(+3nTH!HIkLwG2|hxpP$Y7fmn#YMEfv)25X=v@Hg;0NXyv5 z{2ptB3IIo_ID9MgbMSh256v!s!F=E8&b{sD%x4W^tyg`pcKv6(^hEJL&*m2vy>F=) z`myG9$-9pqK9(ro9V~+z-x|uzqwGC=FqQ5NdY8f<$R>_h7^ip|Hz;tTp7A=a_~XE*n|aCTmXX zqt;&5Af1}aZR2+QYEQQhw?A}3?qpYz+vl0>jqo0K&-c9cK;BNzBA>_C#dp{HfzEF% z@}>Ke`~w4@DRn^WpB0!xg@a9@^6(H~55!`OV@zbokvXUZi)7LHe|A4wkE`dAg7<<> z!5yJXbVYJpS|y2;q)I-DCJXQJNq#=>PhLECJI6;diCpF&EDkMVoMt?LufYZwfEPe3 zz)7GCtOQ?!^T9LVI}nE$U;}VATpCW9>Es-P9Q=s>`?)zjo!+^Kd#&YSi<9an8u z>wm5CR-fgqWudv!gqXS-UmE5Zta`vut?zGGZfr2-nRc3=(dz8;)++1E_HQ~!dvE7Z z*K!Z!EAeloMulkA9vlpRVzi;X@RzJnlE+@=> zL@p%@iG{2P)>Kv;>mBnveV?CW%!kK866gUq6MPOtgBqX-PyuP+5ojPRMoN(jXc<$< znolUmC+tV`?|#i|;Co0nP2TeGYhTfIHxJmt1}A$sPqg$@A|pdd7Yu@zZ>ZDj7FHPRd+mmE&!lSa}* z-X*7!{mE;@BGy+d3l8J)Obp9I`Y|TKtUIojb0v^sEE3gZm35SXpqHUsl(OJ=S(F2i4tQ2n)PZwK7Oi{d0 zEf^-4z`x9E=f2};*{?}Cp=GjBkns$hA6`Y>r(16l+)tg|?Ni$~x8|F68|=Ck?PP69 z%jK4(Ewft&wA^f-(&E>?(JM^TESYTsYy<3Nj;}jsx)E>C_lX)7b^#h_G{eqViR2=D z^bDGS6=O4)2Wa+o9rg?zhYm%AjF~V4c0m)NJkUV*+sq924Q&i{4QGVez;vJ;mGs)#C%KpSX;?0?D3pW-0gh5;GA%QsK0oKgd;sET_t-gyWeG)e4X4J z`7|aq))bN2((sW@0_ZN|cjz(53gm{zQFDDs-kt7i zof(c>woz71tHu1MX@?Ov{%y$CXX*~1lCiv9?~Haw`_i=@`KPu7W*~J%xh*jzHKinPd$5v7rXBX-Mr%6=1{6x07Wn>hp3LX*H+Kmn|#Zuu_;HhF(`9`8tOUt?}FY%)?tp|QK}MH8p-YQtLf zrDjCe-h$J_NV&1v6w&Ioo$fs1{hMk8OKJAKFJ{Df+&E!x$r0HWd7j)M<4cc7CQ1t= z|B3gAb_nIX61oNG93%mH1UJyFUJQ4JV|2UBa>vLqjxt;|yfsFc&Kj2+lT8OL$E+P4 zgF4@OiUTBYg`r|)^E)M7<+Bv|F(czk6Ec%d_FA1fvoDZZ)w`_Mpp@}FhbJuV@qPDO zaTUr_5o@~SNfrpF@nK#oCxg7s?2p#dZWqPSL64yvxESgWt^hAX+2GxfIAjg)qFA0+ zv=E>aJH zEY=UaWcC*#AUF~^Nl`$zHOy12Q{b|hBE1BmQ|UuFrL=Q&nC62%26|8p{sh-x+qAai z)?`z(4sRK+ovQt@`Ek>>mLIg)+PV6l&2#96obHa9o(y;uIflE3`$mw~WgDGJ79_n+ zUYv3!>Fb_oztvi9e4rO-r)Uxy?pDW_O|Sf;c2DiS%GqW9Pnp%e z+ODdm7M3Nit=c@(e9K-Q><9hLm_i)m3u*4>9)G`leXJw4Am(OlLM#@wPd-x4SFTo` zmi7=_q#f>S2nB2oGJ?H)nfCpy|Cu0Ts)4QhQJdWoqq(5cs0!3int8g7ddi5jmRggY z}J8hh#qloy01@MpO~IFE|HaFNP3VY?+GR(bw3|>Eh;wBAfF(gDpQG$ z@Yb=TiDh)l00%vYY=`*a)j>G8g}NU&7Wl_s;(g^7x!<_d&R!iG+E$o0>#sGxXsoC| zU$dZge0_4m$NC-B{mM_4kF6cvqA{;D7a5-Fzcs(GG5tlrV#JG`!%i~m$U?d^V2E-{ z)I8;%%JDSsQKh^ZvofY!aZ$QJw3a`QbCOm1eOK&)4P+|JJgfxnc=FmSGMhFvsm}E ze`tGSs?lXNoodWh&2Mxx{P`uNCbQaBCsEnHC@WQ!gH?0&3r!xqPPf5$ux%k-xH6em zVZz`zNQ}sdoq~zdB-shcSCV+wkOznSfyq}D{D$uqfI|)rZ(o+9;q5vF}Av}W>e$G+GADdr;XJGjYo|h z{W9&LmQkk9Z3i7M+;f9Jf>VI_&>?UiYpLhe$IK#I*0Ga0oJcL7vF{`Ko|9ax)@3iyQw?$Jv_)&;`+^{cIn-x zy^+2?zAX1r@6%vcHNs4#LiP)=jMvYYlx}1>wB~!I9u~&Fg@RY~kp5%c1n}V@|(Hs~b#jK>K9v!n4O@}XsUk2CFMET%wVQ`P%;yz8! z)t7xU{ImSO`*-=TQ@>GUI1lvD{jTTm&8*#I9#1LymELLFrAz7FmR*ryMM~6{s3Ij( zu_6MC$dRw`7+7)`<$C|@m`#Z_vWmQTeRps1p?VHe|>Cn$^j7>0)asP%keq? zm7@>{3_^w^Z9A~-#(&I51-hrL<8UWq=(2j9<`;#vE4?+T>1n%g*xQh3%mXtmpG>Jn zK=)zlEE38vQnw>#Ib&=(*lAQhekyz5_+T^CIovFjZ;h(w}wTfC-wWM`sY9gS12o019#oIq;b$na3=l-XsiS-=aE!d}xr1 zV`rFGgToW$hHed2U8fR_x2qyXw~QWC#wa%rs+!viB(>pI6mcPI1)d@CA(*Wy9^b6hq- zM_54`B-tr+#u~0e@R0kEiDLZ5e9uyH+Bln7an$L=X537a6V3r{px+TU5D>LK{IdbguXwT5CUQ$%M>x)ItpC^^)bfp-6aZEzn9MZ|Y zsb`GSeviGjQ#Gh`*iHLhL%8y=oH*1yVpFB54~=EWJ;yx2g}`dk_l%>gKiScozd89H zC%6QjFaH&93uhPYcfu6jMI(zrNr==Y$`q6d>xFsZSE7E=ZQ%vp36C&(FTn#Fi;rd? z`DaBG(H_A%uADWSv7cT|3CH~kW7$&lYI$*2Oe3R;^zpzOR*6?Jy>MOry{AQuB(MY( zi{9>fV84QH6`u{A8-f%aB)&!5aXqtCs?PV1bx1nz4EKyxD%^t~hf?*Sut&6Me3XbJ zej{c`^Q9C|H#eA-NS{N?Ch;(-@MG>=xQo;xi19J{;r(9uo%2r!hzw*+j|-&w{wqAm zIDlV?B4VBrf2S2P8(7mg*Et6`FPU`O8Dcu>gIj7TSD)`zmRp{i{{Hi?3r`47s{hI< z!hW9DJ(kR{NeahabrDUlzm{ z-Ys?4Lxz6?XSp;}``~emA=$?HpJvwjsW|oI3&;#>v8t{stNBB1YvZHFuDTc1q{dZ) z+s&IXry0Q>$AqC?yM1o?6o?Z%b~8>=_YwyYOh>h?+`i9c2i#Pn$3;=O_>reW>>=JE zxFCoS?G?pxX^fZHL_`*HE1`xK%u;jQ9wxSf-bdPv*$Dg1cEdm)Uf-Dfa?d?xPTJ+c zJFc?k;T}f~6k+-7V$f@X(_-%|eloXQCh>}74#Rh8EMJ&)Y4w)Y2W`@(y|wCw{;uP? zTfjnkl6bD4An0?@HQ#mOWt<&!7bTidhs<$=m=4=!x%y#u@e zobYllG-^$`W^WSIBJDpw2Wn#9>oIKIMU#50T){3lX{AAj0y@1^`xtUC-U zAs?3H*zG(E>4GeSy@xMBKcji_(?!WV7-bx3bzRqeXp$77F1^d#c!B@$S>0TfpLV6P z%;IF2L$=R6J=0@p@>*m!(6Y}@a;W}=esO@~mA1xV8zqa4+$Bhb%IS3>-GO!@} zyZQQA%Aikz$8-yCyH7~HOc2>ZZxJ|Sr{9JEYKx;sOU!$Z{5KsRDv&8kA z^{6?;bPQCP*fzUE3%!a~VIxrqu+4U=IFYguK@yP;i8@1BQn$CEB<}K0gJSgT}lq>?Qa#xZhNSS!Yo|;;?X>5AdT)Ygq`+ zF}~2RSNONEUd*_0@O`0I_b8rcj#Z?kHaTq<(yc{=U!dS zrjmxIe}5G8$LN=ipOD+e8cb_o^U3|5Uqau`Nt*X`?muB%egf*Q>o3?W+&QL2@LKv= z*hF59Jxd5@7kP)vE=BoA-w4_*w2)39B(6}$Ye*dmPN3ueMpR9?z-E21ddBG4j>LD` zym#5-S1&#)E(L}GB2xrXG4?eegSy0fNx<3QpTkFGUR)w{>G%(=H%rTl!mBg;!xbBP z*L`*Lrpd4B+93t3)M=!s2QlYjF%dTftMQFUIzE}^%MBK>1ig5p{q$rjIM*$wypXnr zCq`|ae%`Bt<4xfa4&d)md)U3K2-+#sbQ5}1(D!5eiiUsQU;K-3$M;6{gXymicLVs3 z(xX1tXfg02@)a@FZy<14SV8zHA0l;^GhvL}__{2udQHz<1z`y6s_VeFFZx0pf`Kvw zoijJEcy{gli{Ycv6WsZ{a-X9ip^^WFNW_n^`=+i>f`$OoHuoAr5?kq!Mb}{K5a$tj znEf=ZAlVxtMeyqI=j~^e>%aQcB$m(~l;sF=cIJgY%k1lhsW|1#A_Nb8Q`8q&5wa~Gg))_Gh~uYq;@yQ6sEsu2$?#C6cRRJtUx^Egp=p4Lu{ag3$uJT`$vj$$WW(z z{CwX?!~4>X$CNwY<{rzhEZW(S?1g073~@3HyRignmdOXn;LU63Nwu= z*h&JSM(0KM9vI&Jt?h-`Ffpv{S4SD59h2x0`Z@jtH;XzC_}-))jsG(GSy9Y=dEiCk z^Zc5Jy-k{QZT5)9a2Qj>%JY32N}6{%=Fh0*!STHP@OP@({+~z3$7L$h7$D!!lhrh% z>Tt#Pm5kb<&db`vE*yF~c`pYL`FgGQ{S;mm^Yh}CSjGI@h${g*g$kyH<{~7a;H6qyQQSG8C2V&#T)j3M;0{k5u07jnxcH4ycXt&04tw zfk>lYlhg#C30XBgDA*zGqLewttqWiVcrzpm3cCIQyGC4JFEy{Pc=s;Zg?9;?dM4S8^xrhnUUD_+= zL+*Bt2ZfBJ!*8ItXitn0hb2A0-vmBPRT)*P=%Mbu!olRxtI9QFy^4<`{1L_IHth-X zzs@HB7XOy^jCp}s&FEx?u#Yj<(!J>`sA%F^%n3vVVgQkVcH&->sB{WrCez9(@_5aD z$+%9NMpfaufJE3O2z@Hk$k!L>wrFpRFCSBlr7O$E^h&d4kG{-sdBOq8Er4~E<*E6S zrO32tvfAL*pV#ly9n{qtzA-vXU(G_xu!(6bHl~~3*;YF5LDP_@Fwy7>h|Tb)uzz4) zFaVg2iow+2T5wWa94;2S6n~Mto)%40(aiL6)?#)RvzF1r^kl{{a~PW#m#FcCLhO1> z6si#J?@G2Mncf8#Rd&TJuWReSn2|hwa9+VMft$s7%B;_(8w|JO%au@o+rs9y}ho5%&W* zpLUe7i)mzDV!ouyX`g5y{SNa8tAKfnK0slS50NgC@`%BN?YPyL7UaKhG9=XzZTGVy zrh@EF%de&Zqs-VjQDqS5lQoR-a-~5zIp!MqIvgO+7Ry4XtStlq5-!M+k%P&{^!!$WEO}SZ(0S; z1u&R4x0fGkt!4x{RFiS^#O&$WMY26hTsn1 z>Trp82ceU6jgmkup>6x`IZn`PC_{wHI4af$BSZNjy%4=XFd_+Y3sC|*gqOgia1ww5 zuER@V6ObO~0$VTmc%onDrTtE$);!iGXw{mv8nwDz?WK`x2)cQCAA@uPIkC*JT+h{K z>mv;fhNOwq$s(fzj5B*%4qBkrNZW&{WLGxiJ+vEo4LT3n0C@rFhg3p)U;DX|Nb&#x literal 0 HcmV?d00001 diff --git a/docs/source/_static/kaldi-align/i.wav b/docs/source/_static/kaldi-align/i.wav new file mode 100644 index 0000000000000000000000000000000000000000..9db292a47fd5f6463143bffda2c8426670d311bf GIT binary patch literal 688 zcmV;h0#E%?Nk&Gf0ssJ4K~_a(ZFC?I000010097iJ^%m!eE#ODm;6&mr@-6&B{IUDu{)X{0(y_Wn z#LmvF$5FZdt%jkOk%fr?fQyA2n+L+h-yHo94P^~N{TcQn`W66o21*Qb6LJvi0@vyb z&6ct|t_Z$m)ZXV7`qu?BB>ye6_pW+5cLZ}1lb9{5_cKI9-AR& z8TJY>0|*9Q6cZ+9GrcskEdb0)YS1^~vhvqF!5)GNi1!y4E4_o5k@D8wVC4{iHm^Wgg*7G^FTJiIuZEU_BM3UUL- z0_p`L5G)}XEW#?EAMzNh7MdDLBmFUdK>bH|L8UXeB<~)S9$q26CSWL&DlR6YAKV;{ zATlRFDYz|>F`zG|C>kO9AZ#OtBh?`x9*!0i3KaRF>__Zk`tAz`6c`Uo0POQ8@kIOR z58)hu98MH+4XFYd^dIdH=9l5#*ca2K+0O6S1=RP9(TTUD!T8=B`>X_-@krKy$Y8#b zsJ4&JgD;97pzW^vu%ojYwVJc7ul%w#%T?E?+QHw~;-=py*#+fl;G@$J)MMAg*+$;x W?IG@;?A`L+_s0CS{#pH$0q+HqWIqZ3 literal 0 HcmV?d00001 diff --git a/docs/source/_static/kaldi-align/me.wav b/docs/source/_static/kaldi-align/me.wav new file mode 100644 index 0000000000000000000000000000000000000000..e4f16f17c2a1bee24329276e8202e99aa010a976 GIT binary patch literal 2620 zcmV-C3d8kMNk&FA3IG6CK~_a(ZFC?I000010097iJ^%m!eEoYuNk$YyZgiT%SF=8*C*Wux3F`}w4c`ud5jqqu6$2K97Ze)N8!sKn9ljka9?KrrAN(PeBXK2CCzvV7 zE1fR=GDJ5WJD)t$J=H#IKo3IsL(oLXL<~f+LajlHKyW^yIyyG)F}W;9C*vWy9OV`@ z4nP(p*vQPz!92LauUDycqhp}Tpl_jzpW2%Jmv5K>o9mitno6C1qqVA% zu)Vf=zT(Gx&kWV7*@NFC=FaV5^jP`G{g46K1&0a>4q*^$5%>~V6%`kK7l9a{8uT39 z9g7{h9Nru=9!Vc<9|0gAA+{rOCfO;qIvO`pGCnL8CUhWE8|V~Q4U_~i``+?+>ObHh)!)gczeu+RuvDoTrG=*V zr`D#}poW~>o28yxpX;8op;)FvtZA_%x7xm1$Xw7#)&<*e->&5k?o0M#``G>#0%8V$ z3ltB85lR!Y6p0pt8O$469FQLVB6cNAB}^lMApERQabGDSE-J?21IL{vv- zO5aQtPU}uIQGQhYR@YU>P&P|%NTf#SLoq*+IcPQ4F{Lc1BNZ9W4rB$6`l{{W;M~DUMo-(=A#kRzv$HLDF+2r01;cw~p`S}Si z5?B)^3_1s51XBYR1Xlc1G0c-^_35o{Y0ABy+2R|44 zCLS-eFn=ztEa5QQITS}JQ&d-JQ}<0ZOg>EvPnS+APNq-SP$N&7NCZ8IG)^(IF}gBl zFk2~D9+VOl3MT~J{Fw3x=%3xO)1$_Dvd*6vltz=NlaZF!p**Yir!teAgvXOvy!qXB z;WEh%yR5_U+NSJ)?;G?*{pkoO3P%C$^mFy)|Bwt34G{>;07Lkg@N(^!^)&>I42TD( z_(ARg^4I?W3vv$03-SzA6UZRQDVZzkDKarkKoCyqQMgWzNzO=$PpwzPTZ36$REbij zQA1L;PKZjELyAJRL8?DXHoz;@A($Rt9j+K%4*&v|^Z@F8;8@oY%ip>RsF<7WmT8s} zl;ox>tu&||jq z{|ftI_Eq;b`%ne63dI4r^|kGe@n`?B2$cxu1CRku1gj63AT=zHE>kUaGp0b`NmNb- zP=ip9R9{<>Sz%SpQnFQ{TmxOPR>MpnMgc@_MlVI%Kt(o*EN>)7Ak7+)5~T_D0G;>T z>rdR+&B(zzwJ@tUpO=^xk4ud^9K1-|M&%` z5-lMPBa0*lC)P5cKoU*bP$p5(Ps3AkR|Qx6S*c%;VFF$>Rg_M_P&rn^Q_M`kL)tv9 zH6Sp^EA1xF9aR+^3q$@@@+s-Z-yPHc!pO1nqd}g6nNO8Jt+%gLopyuIh*G$eY0`UvfRFxB){E`1+21*lg7e*FT8Y?LXIy^)GN$^MmOY2a=So2x!TDV^SU!z^< zSDjR?S$tm^TMbbqNqR;_L(DwGHfS&;Cd3#?5AO&P0f+TE=8V=y$WpjptSzNmouHEo zrz)v7nRkHGh1IYq-00FawhN`WwYK4#_e1d}?XTm6i6bmHP1ejK5aV5 zJeEj$RUKFiR`gQGPO9_h(0;;+*9F><0lE z4Mq#z2*(I44xtKX0!;(K3H<}a0(ktZ^Xl!>?$h^){#Ex^=!o9H=~Mj>|Elyb_q7G! z3nvXr63rfRE$}vAH>))PIaNf6PXSaMQVLHZO^{LdR995ZRAg0wPyk89M^{I`Lj5}; zH#IYKDW)7X6r2!p3Ap-`>95{0*3QQ(xRR@pqve`&w9v8-mjQqjjAXnC+zH0csQRLD zzh>v!^WWxL;ke|`?ra4h6OIlx2uTQC5q%I82n7os5H|@o2PFab_pJ2A_bC8T09y4~ z=tScP@jU`S{0;A&^)?3H2z3cB5NjMtG_C6OCu6;BZ`2Ho{@=pj_6z+lINkqHnAm)@1R~>xSf;;Iior_~Hv$5`qku1k(zG5+n`02ICDg5BLWQ z0y_G8^NIC6`d|Kp`ONC_;Pd1<_|*SS@&D|+`5Xl71IY<~7MLTVC`2g~E>kp)Keb36 zNV7+vN03HBN+3_=PD@PiN{&eHLX|>wMesr9HPtTNEb=FH9i9^b3?KtY_&Dr8;*w&)=Az$s;(hJV19=e@5F!Tu z1Y-<2495lp4A&3|2>Afw_|o$c^(6Sd{Qme(>Vn>F-*NC^{e|$?=m7Cq{NVmx0|^hq z8vq||AMhe7EH^l&K+r(gK7>F8LEc0ONry?7Md(9BLg776JHbAeJ~A`DD(fb~BQqLr z67>wX0oL>y=Re*a*#OU`zf7m-@ap|Z z@rLM&>#p^|{H+4=41yPI7Yi6^9=0ktHyS$xJC-=)iu!yE>smjKaykVUbjINwI(%R-2 z$GNGzt4q)??>O_r>v88X>89`q2m25o5uXQv1|$vH3YP@a42Tl63f%yv_to_P`u6-s e0a^MO=^Wi#;$ilm0zLNN>VWGT_G1C$3hWWasoXOF literal 0 HcmV?d00001 diff --git a/docs/source/_static/kaldi-align/moment.wav b/docs/source/_static/kaldi-align/moment.wav new file mode 100644 index 0000000000000000000000000000000000000000..eb60e44fe71121dd2d49a376af41c77747acf350 GIT binary patch literal 9702 zcmW-G2Urx>_xAMdja^{ry@-H_fPi9GL}H77gGMn?>|HciqQnql!QOjCg9MRa!(J(Z zC`D8Rr1!qCeaijr?|beuJ6rC|xpU5Y&ikIbKSoWNQtN>rG2?%lynNjjXE}l(C>*=T zz&E=P1ViM=(#2aAKY?@jPU-eb?KHOTHX>^`%N&)jvQWNRxh z`1x4PjKzCvBWKtt&iEdI@H-)IW#za zbF{a&R3Eo?vhq?bRE(9b7P$+Ws7Nve=V4zsHJxPGtG%vS+N|#k7XRo2=Jy#J z_kaIdW&3U9w|}eut>4%BtY@CCk)Dg|1Wl3#=`HCxnL_R%ua*`_u1hw{vMmNIcdIwr z1v{0v{O3HvF~jzQYMwNXvS7~-x_7s?OlVX#OmAU&?wJ?xI+aaMA%2!&TgJMNoiO^} z(EY>XJX)>p3jYH#eM?Vy>x@RUskSAh{YBTp0n!|V)Z=5R)x2lCcVq#w$M~o(w9Qz( zs$}DvLl0eV``utKeY})@OYme&Sz*J_!D-k&n+HSdg0YYdVcFy9G0r|i6jjtRe1h?K zgInqT;@Z-yr4v5r%71Ri?Oie0s_y}`AXL$-_(6V5c1zi=USNC3{s(8HSCQZPVQc;0 z_;wG;bBk6l6g;Q@=sVq*RKb6Ly};@n_P($rwJNzC=nqr5)|H;0L*|Y@HZ^$a=c&^t z{T80+>*sV))k8@P%R3!f!W&~7vYHaw7ip4AJBU%T^>%LVwce#eqlZ5Bu6EgBGfm1O ze`|f(fBn9$%(>w8)8*My(w1H>I3+)ld$H(_)BF9EE!|5%ms3Hg=j7@s%=8tDZvR?5 zQS5qN@weO;^wh*Y`}QdRW!m$$Y~o?#N1rDDc460C`n3GH+F(6Nm1^tZGQ~a8N#n4~ zJ;nF+&=U7+j$<8)Y$i%v={KEg>S8~u^ZOsQ-79-M@pVhSU1?Us1jB9NNA(Qv?ocYy zZH8<{=k#IIr%kO4Z}m>HKdJ~KrGv6|&*tBn-I}&FJNEdPXHt1mm5ttW|A=WLOM?Fm z`eVdSzw6H9ENaOx%-D{ zVKH;(;c=~-9e2gfO&by^8X>-}8(tWBCI1YUT5_%NbnN-g$D^v&G%jc_GUcjoxSVjD zZ}-S0b4b6(0f#D^*KV4j@jgZ;U>onW+NsRq3iGwsrg>CNVPRg*)_dsFJNcX6$9`$( z$e~_2^bA#m^-LW$A6t<0lh3TJvJ8>s+h6OY`5zb4-~wH^6DD1L$t= zKYzV!@enWRsoV>KJZq-w7Zm&o)*RpV>#pw$i~VlPypYB1agWPS#qW(c+;Bvk5^$6h3fwW-`^TC&m!pHH&YLtpV$x8FjaWWRkbx}I zj?kC~#tdH8PSHK5Q2X?R4yL62AV z2{sLmn46bVlzoCjhs$^SO)?F4Q8T9XP30d2hjNZQ5IpIA{`j@5WK&Bbo2Sq@`UcdF zIWm<$%`NiP6y4Z}V1d_Cr;Rp;Wd7s>W-X^gp3=v4N&30?NQJ|=hm>%3?7cSoj*&OSc% z`qs}6FXaASa-z4^qCDW#gp;#s7w_G?E+Kj4?uj>tp0%t%{_k7KJ87vr&Z#PGGjD@LNDj)uJoN*MBw+f|omE)(rDm7GPrinaVCjo=~31M}U% zjqQ8CZTcwqu<%1uVQ|5ek5j+X-HqlD-eH^UArC_wMpuqkO=+2;nG_I#1Xm4x;+n3W zD#@WLkmvL!gTFZpki;2bx1zz;&tvH@mylWEv&TK0ba&F>vG+r72kLy5x~x;(qcWK( z`jXx?Ez|0ywZp$JsZOg5sZf+q@5twMS^8@+XVxB$IHJFrkbOUI{?{U-#_CY;tH|~_ zdB5bYYFTYRCn8|H`W(-!`QgL$6l7rl(z@uh}*1Osx#52V^(>u>)f$b_w7sXJ~CM?GMaImNEMHk-kd)?)lkyRT% zRTr*()s$0}_4>x-3)++0&dg6^9y}?GubyE@wjlk+j`x^xZGL*(##LJvC5$)uMB0hP zQQdyUdvnBh4`(j9?ssLu?drEFpSbT)eF0RO8gqH|#`LNmBPRo&R?Er4=jQ#@KRm;4zx=l{ zZSSR)OCalWA^mMtYn7Q%I(aSee-&_UcyYkap>n5cxsE5mx3KlPJdO2WnkgNKkU7Xx zqFRtZ8JMkxeY&Lsj_uRxa%-CFI-8KD{Atjz1X z{bS`8aWsju$Bk2sE6f3`3tGP?tELcYfC1ADkQPZ`xh4x-2^+c*PqO-j|e#Z3P{o5=Einl;ADe0D@RX zd${e7+COWE?|)P^e2w^?-{vv6kM1L0E0#K*^$Hrg!!K~yg<hYt&E7@p*B=l#&xV7p1R zTylnpU_|;qG~;{Fw)Vz@4RH-f-REk$GV}AQ(gTI$8@s1}-d&TfN^MU6H9PIu+`Lm? zUbosA6NK5e=e^DasVDqAc~fYdpS932)A@3t7p z@8h-`-u54E&uUQB-l!2)$5$S!jH-TH=hu)|7hLzP?qqFx<-M}P_tkk=$+`8! z`|Z4srb?&AN1fLglklZdt)A*p6d2@R;(E-^?3!WU#s6(!VfVSNuhplEp5!k3F!146 z0abYB)7koKErxCnZ4`4ARS*$8AKqHN4=DVu42EKPjNb&Mmv}aHWl58 z$(VjUPw$|Asfp||bk4 zD&Mz5#&}$Hj&}UjZoOJ*X{~y$+GFWtHP!N{)ns*$O{R6PRjT!F>x-5-7QZW&DIUtb zq&i`nV2)rsUqaTP@!%X6#s-;_^+s*G?uIUSAino|_rmV@jt@<YaaY02x6<76g$GNLKfnGS)6&KjNyz4%)vc*nCMRlU&hH= zPx?z~@^AN^+f>zKF5J8_ZUyG@1LOO|}eul%F>R%24fiLSMstNX4R za_C;;B*Q`TB^ouz2h5uL1J8P0yU;GzUSr=b%`WX_!x%G8z;#EWi*+zv4 zZi_LQP(Dd9OQ}_@Q-Y|?DS z_Ez@xw!Z2-t9Dh5#VUEPbh!k|M^T!PFZ2@}8t zfa+_l%nmZdR8t1fq>|EJp-*a~$+$f-5F^NblX)kCI z{Uo_7ekMeOyI{_%cnWeXwTR!r-!BN0{9xg0>1vg#c66wAn&*_@sBygSWOBG*3#@)r zjkXw&wTMl8IR%Kt<7sf5#lwk4qLs)cc$5#{SKuSa6$}%fl|GRTlOeJa**f`1 z87E#VDia3hJ4IW{G*Wx!zP@bT>{nxzmwMJd@AFa1Mwya*C^GY?+N_ zk-=rau{XOjt95_<%BuJ;5uayP6qS!F5BTC$^R#YP-HrOE%~#sDwKunJYdg`A)S+xo zZvWObtC#4z(Z4{KZQjoXps7SE|GM~z471p+BrVTdDb>kpQmwPzVdH2QXjfsIZ0F;^ zIec{pb2K?dIQ)WeoH}ug~ zj6G*d_z9*9Z-|b`LX}%pTGchHPV0Q@Yt}%WWy4bg%SOv&tF4xkRGU)^b>U4z#L8wdAlG2JBHAG+&$rE#;-*NB=Pm{BH^DQBa>Bs2!M zpoa4a;TiE}*-wfkV*JSS481T3K5^wGvn@vn*9jQ0-Bkv>2!O zQ9eO7Lb_2>A|}M!VE#`Q-A~GBVkUR5F?^df@0ooYCW+Ddx{via^|sV zx8c1`26u({eRbVCJLk4Lw%WCtn&axt)zhmc){LpQZ{zps2Wt$gx%t#ip;*))+hOgm z-Y&Z-I434#uKX(QA!k6l*k;{hT`0Yn{!won^wM|gkLyIbJYA6PU!9G~k>znGfR36V z`!2VW6)Iw_+%1<&n*=I;5bkKcKJa&+xOaGWMMp~e$Bu-a8Jd3vEC+AtqD@ieBpB(p zrj^VbHin%H2C;+GTK-3YQRE>lk?a=m$Z-5L+DJduN;P$wI|FtD1A_wNYVI(8i61Pk zle<~|qRvuBs{?En+j`sXQ;$}wY!BGIvVEuCqfSvjwwh&OCv6hm=MR#uxD&?1y~!%7 zf$u0jF59FytLT=mlh2c1lnxga^HQm$lqZ>pugzs(rl}LZERC}cv58T;TKih*6}h5#yp}y~K59-ftucj~BbXxdNrPTjsc+ZT z^)+-4>F4QUjXiWPwo+&zyQe5q&Q@_|Gr;!8PKGvS~ zrH>jrA$zqkJGsrsVj_|6C%h(T;b-y>@p1_zx|e&#qG&C)9f{>SID4+$Txyu4{b2wZ z)N0MzUflw7CfmZ*B1$5a%qEl=ijKjv$uvR&+3YbHN%@oMcmS4-G;t~HDRw3(L)M{r zSP~IOU7_M2>+y&^WDQkJW%Fo(8RD*2Dwm89qC9{mv2)B$###Ds{b6G}oxz17M?fMM z&(xYM_059?nlg=kaH?UIIg<529FXte2sfEQ4Sx-+>|4~G*-_Mbqsgu5YU9TCYE8R& z2N#ECP}Ra8CF3QZq|c-aWnX2FWV@s)@df^3svFAy%jju_x0;Ur3EDNrPE#$t1|g~O z!r_t#nNiNkUPy(q`|_)DOW6|1Mp3!Incqw#fiLD5V}|~;cEZ4RP18W9Hbb9cTyKu0 z%jsw~llvRcAQhb9tT>jw*k( z%<=4AkcqkyM<|qE&Rfn?^Zt`9cfjp$T5nKQSgw)Xmxb}&aagwBd%WI)(Q3 z!0Cbe{Y!g3cHCjK#UCAB9e5h@ZpFi@q@OBX2!DRDx z{ctVQf2#M-z7>NxhHK`h^k~M4`wC_u`;g114&T8$B2-HTBpW5Sgd(0legK?e45mQi z8p8tPc~hndHw74@OiAWdv@7Gz`JiXWYUDiDVa9Nfr^?h*Tn!Or5bXaw8>atIBNJ;SEavcl$aHC484pAeL> zSL&cI)ScD47(bel>4VG`E(7tzS}`S|ruM^FR0#S6sRB7va+Un?ynAFUk&FeQEue#2 z$vtEru!$TG2|?eY+pt8OCccpI)O6lzzPE6muvEywW4cf!h~(er&F2MC3kVVZ9t}qU zNag0TTi7$)e$JK4W&{kNufeBIfm$vG`j*Gk(s*oMN1A4AL{&aoU$!M9=D< z8_pVkGq~xWYS(E$Ko;`SEa_j{H?K$BozOYGGrDVh4>uS^Ujf6wcuz_g`X-~^J547hMu|6y zT=^REF>x64L^q*}5qEYzZA&+r*1^8cS3gNNO~*6rhI(zA*`3Ma`oMWK0rp~{6pue% z_zn(x(NDr}{4=~0lrtHMPeP|5Bq9WL>_KK3Z7{R+6_{<=EDE~7RMZBaPTV6#Q4!+b z;$W$VyiLl9y=32{m}I>8mgJD+XHfwE9Cd+8qTH!)Dw*6zd?cbt1(Ab~!FAX+ zJdsEteW(bkm3%-(QSsD9xPAMSh#}PEXmTx4i(kN3;1lq8JQgY!8{833#^dloEDLMI zc4Gn9B&-{Kjx>OkP`%ED=(LAkFJ_Zi6&uM`v9+u()OM~gsw+V?SINoYYbj^oqPcRm zhdsyg*l6Yq?MjpMX!A)^hAG)J!4zfMWMYk(MjYy$-wmS;=k*KpHTvU*Afw2*#}H>Y zY}g9%DT1*+Z1$l^b~0DR#&c<)9%)9Vpcz;ro`px^tB6iwK2eXmLwx1q$MI4;i5Npf z;c3`&Yy*}JtF8d^#ZXL(qL>pl8~q*GgD6llWC&Q7(V1vBQi9YV-N*xkM4zG#7>SL> zj$;{6)5wUG5SfwGL@JOsoIja=fLF@1=cn>-@=bg~po6{d8{T|=IzO1N;xFN6@hjkO zYW^dh6>kp}L&Z@hGK(xHTgl_(Op+#65by8+{5ht>nz1;{gw~?>pe~FGSH%4c_5uUAio8V1pwird{)V#fN-YwKjzOK!SadY{ z7P*L=ht*XA|LcxJmLZ8q0n&@$s2zG5xr{U-Hs}Xvp#XaAe@e9#nS&<6tCa9Q58&J^ z1VCQ~LHiBRl8O7m-RH#I7Ir$D!8Wm#5F7sRI}1?3>A10A5$yUhz!#`uPQddKxY{Nz zm+Ru9;EH{KH;@A<{BA7#*hO41 zrv@`&FRB6I$Qa1gHxNA%i^{M)*bZzq7KlxU$4B%ex(7b@Vps)_quU{FCZR#ld(R;w z*9`yQL^fA0sEmR~=As4uwtwp_9YUSxhU>{yW_psNo)mNQx>#z7+ZxUV4JZ-I4>D~>kCy{0#=EI z;%o53_)YvdR2MtpHU028E@KzrQ)FW2;rjfsezX+bjfS8$@Oh`ABwB_TArH4B64U{m zf-Xa^qMfJ&bH^O80qBdD=w^tUG>F?Ga0l#!F|Ffh&Jn1AGkllIz2o{gG5j%!T!Pm<}qZ`4#=nZ49*&uS4=Tvm!;6QfwkgBz}%Y%wt+-29j<&XSPhckv&{w3 zuz#0>XApNfww%pmA40^xVxO@c(8efeVF}EIOI$uT5)6m9?t&S>2ex1$yvJ~OI;C@joxna85RN z4bD5qC2~u-U>K8?@F_;XF%y1{;R3no+%cHv$GB?9FGs*WWG6ZmVwxsCiK0Yls5^ax zwZwL!b>J~#hh>5;sD1ZxUtsiTq!NdFbkGZXkS8FMO(&{_6L}l3K$7LvpgGtZ!3ohu zYBu&1?f|Yr8n`i75^jlE8=n=#P&e^+Bu>o%BUumFAEe{C_*}iER|gNBKJ53+g1^jHbgpe~IqK{YjMg0o5X{=yk*ZW*`bI z5%x5jutG$EOhNX*s%(iS!n~znEwRMsBOTx-{srHF1|kKJg<{ZL5R0D1!jU)Z6l63a zhT1a%ddZX9$IOKP6Iig9pceZAG4O&WnbGjO1#~n0hHYWrK`pVK?Si%L0h7$c!`!+L z@!$*|atqi}`UUK&gKhWTci(6Jnf}cAe$I1d&cw}+i7DX&z>3J_a}&4kapD00 z0Gi9undZtb0003zVB`8d>#v&U?B*nKxSTs|n0=FVmgUO&nYEl1$f~nA%i(cp?pB_h zF+?oIDhN-8inxKhW9`sFkOll_QW&xfyCuLoU4m?&gJv@x1JeN}_!u2T((sK$7&G01 z$>DR$`68)CdHIW4s7u-Rq3*J=|#ms82{;a%W-Wo0ohA!Aev zumX5QT{k70QVlKIj*HP@5F-k9H1TzfZp6Up=YP)Pk7*XhZ=q9uqx<+1ACgS5CT)LoSY%Ucxt=|pd4iZp++)VErR;w#+L${D0~|pgqI1AzqzE6u zcHp}pAvM(~)QHEl@@RQuUsr2w^{oPz$8e7E`L8dxy$S4&8oD{`*jn1+)L&wl%*k@S z5xRJ0bp#rGc+z$!cVW3i>5~=Y>?N>0!>Ak|>}~y&_x`7b!cWuMXM8>Nc}fjbo>N{| zTiN<#xRPw(Zk2p*2ikax&WMH`;(RZJj7>it&Ym3Wl*y|C+a~-p{^Nc|1{GzxsQ1(e zN7Gb0^v)P4I`6pOXNrI6q&XhDTr1tuJtKS=zOdhj*FHzKFq@SPo+A&E-_la(D8u> zU@f&Tm^?8pC}6;Gmf#HY3UC&F&N*V8z>Wuk)mwYNX?p!;R$cwazq=$uGZa>1r=`x_ zu>&e~AY3hQb$=OjHTaU>uv@Nmp0LO2tu5tPY~LgJ0d7<_bT4WCqp{-CFJHd))ei5I zhmE$5ZX6deGwl+mJf9<2v?zYTGQ+}(sMq0hLQTPB;J4oE>`t;gbmPO(z3aQK_EZem z$lq(m$GPKu+MT-H)KYwtAjrmOzrp?=i3hJ3dt}JaGL@Y}7u!2(lb^r6ZS@;?H22K5 zD|_#^mo4iF(!5aC_P7t{GfI7z$Glv%Flou==PL#x%L8K^r*hml8zj?&=S-!Yv2T{< z`97rXO@6YeSYN;T3p(_T{I+bK;z!_v?dhP*=#oYMTN1SZm~A`xxTCFb1>b_NV9ueR z4O@KFme0-q@?YSKc_k%pb6e7T_sMWYyrz|o5j+au#s0QFb@SRJ)jDI`c;p|UN&YV0 z^IWEiYfw~qzI|JLQEgdc(ig$dIvp1wn8|E+{wcAw>(MFCW`su%O;-o3a%;2w%sU86 z$!7AgezNMf-ns9Vl(amx%D(rn_;SR>D;NL1oRHIA*7mU*X7Q4(N4P;k2j8Xh{*9lx zVQjT(>4#a%ydrtCCgk1UH#fABU&d?xc)9Za^?#ma9eon_O8VJKwS?vG5bTxjQ|sdr z=rD8Vg1L*67g4h*XQ?NZob_R_D)_K`SxIGcJ7%c8M(UBXCGD$MC&&*KS~&G z3%rD0UXwII0pao}+iymqfN%@nSGLD^>4YcRgft_z=yj-qjyF{qTj=w|C*B!RihZYR zp2rc7b?(Wo#cr=X6h6b=J6s^~B~}1<&%l}ZM_W8D)RZaZV=ITZ_3!E+ztntn>AKa` z-ILxivz4l4R1Fk#J^A-}U*)szG{$YoRY5RWsmZ3>Y;Jfrhpi63J!4hKpB{GH^Tw_H z!d^#NxG__+Z*Z`=v#z$f zWVRbWrL<&p5Ph@y_IBQHTihz@yd(9|Rsf4Ewp*Wc$#56BQuZNs)i$KVGv{jiG|3G9 zEM_@UOJAeA!BONqM`pQDcuA1R_Y>p^*NXYpjn)QRPupnmut3WRWVJDRm~+@coMLt> z>jPsOu?T$t1%d|3g?eHX8#n2Ws|%H0irg`cx@&y;M7ipae4Z>+T0AI{+I6q~65q7_ z&G?JByQ+sawSg0kZVzoEi7e%0IK|F#lHTV*P*Yg&%q!lgc%EMRIlHXjtzXyip^BEd zwR6g4m6fmk>i=p#IQo@7VmZ_8hA+!?y=0nrrgN7k*ZaQvCfjm+gC?-+(Z@YCrplVP z|Fn4YT^`8m0z1KhbQJ}j6g+S~;D0BiHcT5>=%JP@;%;GWB$D7z<6%X3SIPVJ)e|*} z#?kh@Qbg~-j1m=D&vOiPkM&EPLWU7QKKvZ#@bHC6#Z#zpOyo@~rDp z&#Ny1&5Pe`DXFNPK476gi+MX`Oxqfn7GP&T%6W$GMkCp`#2m{a)6S0k`o@Ym`99Aw z^M9#b`t|AH^U)mnu*`XcRPV>8+ogN?`X>gs1Y~>M6ZbH-(U0|~4GTbDNIelWaJS8& zJ+R}a&Y~e9so^5_FWgs7y5yDWl(2D#V9EHA~+(Bse;|VCoQ|m4_H@dCP3m{Np2j51VT5M6{u6 zl_Qnz_ags0@ZsO?lil;%A2udbcontRdCUHT+t7~|Z|#=5ZMQ9E9|FovMZgMfgM+|M ziMaLVH!QBdP#^W7rX`}gV(9T$r`B~mK;5TYJE3O;xPA@U5wUg33C|vfpRChFu~vh; z2#Yt&CgL5vX$c9o@?5rF+ctYNR)tKB-0synHFX?$S{p< z{EU@b9AI&I%obG~n0@*{PxXgNp_;rJ^CL!O1e4k(iO{;mqM>(x#rs zt_5Ga+b4bg?{nyAw9R6_W~*BxbNhnTP9TT-)FILr%RR_Nr$ln)qWah4RZ|a z1NeQ@589;@NA%z6apOUF7e{XPg$Rq)@Iso4p5w2y2VK@Vzq9*bwS=9@%pfwcQbdoa zu}}CYB-EEG{vMIaFN~3zSB6Qn1K>|z0*@h9_^+%mk;*>Zsm#tzvVl)o__Hx?6}y<> zfZhhe$?x@VwW;bYsx*zeF3C`6)azr6{)R7f0{WhjL)^kc(Cf$~aM9~e2?Pgu;Z{%_FSGMcOBU-&ynvRX7_$0c(Abg#&h;0|mq)1OF!*3cZ<2il1RF{WTMpj-$<)`GXF!_*biTz#m4Lr(xN zsprP;^~&-0<4(p?)B%!V;#02x4t;@gqur>?<;JS%6yfdiD7eD|=K?6u0bPD+9voC|e8rBDcT7n%dVg(FZu+>L0#Ik*H2^|Fl zg3aJI@OwZ@djKjR8We)zz%F{2{{J;+X(zMyM^l)&l?F_vJE=a})qJNPg`Pt^_yjxw zx4>cW4^Ro9p#P&o%siXuddiZDp*-oiz|UYSh(OmN3i=UFhYMgIWA)tQ$bIt5JbU3 zFb`^ja^cTNH4=@)!@t5y;D^8{In~TJ7(5B>f-x9_T7eh9J|Gl)4pxH!paU3h&i`p} ziqIxu+#iOlLfTUaX=4n#~g3O I=pX3+0c&gomH+?% literal 0 HcmV?d00001 diff --git a/docs/source/_static/kaldi-align/this.wav b/docs/source/_static/kaldi-align/this.wav new file mode 100644 index 0000000000000000000000000000000000000000..1c8bed9560645262561c2caa126515407e1e243c GIT binary patch literal 5194 zcmWNQWn9#U1Bb7F*WFDcNTUb>iU9_SfFLNFf}8Lk_M9`OSlBbLXQNm+8)Hrc5d#5f z0Xg7~E8x2O{`)*{zAv74-_MgZH#Kzz6$Dz6k~@3VnoU9?2m}KE$FAi6#tsk&0wRKb zD%@1a|IZPihhT{?w^s-f0qcNWusUFqC&YW!dB=0!bJ=y*u?58Nj(Wx%?al;yr}4FQ zi=E+E>kR|>K-$0)-5BSP`!{er>&0CbL3k4O_wbi^C^?v+V1jq>~f;*Sq``xxPoolT( z|7w1(JE2Wd&CzBmev!=+%ZJ-VqHjC9Pj@YAJNu=nky)2koAZkP=2SDfUDa9sRoi;G zBc}i3V3Isc^^f_P69%y&e?^}G!jZ#REaM#KG53ui-$(32w#OmVYat4Jbc{I+S!a0HUfzu~YBJV{TV$IRm@F`J_$vY=a ziTg8No)8)r6;&6hnb;M0+SkFq%SZcHu>QbrMcsk-y6=0k-SZtD^FBkiu6CTNWDS$P zLHe%s!aBgsoDZq>C!armLc9;Y(Q_Jm@bj71uhSYv-lLy{KG^#j^SbzRUC+m{K3f#< z7`>FPW?qL=0X#J-AU|w0cEO}=2`y1?gkcN}Z31Zyejjlk-Ad_(F)g85v#d)*82TVS zF*-OVm!FplWZ=PVee=YN)t4=6+`qt25_{>d=|3@^@Y?)YvGnPpIny&|W+rFEWQAoX zW*%MmWq$Oc>FGCT|1}LUsXj2tZ?BNf%%P^&>j16mruD2@YDzI}Hn&<-R)%Sz zsnW1p|44g7d31D(=9v74K4<&75C8mAT)pqgvy-%4H_z{?oA|D)Zq2FME8;tQYYx4F zv=ofsEuY{N&p3MqRcpn%i`b{4wF!`TMpEgFS(65RwsA5zU9?EjIT||v!93)=re%)a z5PfKy(!RPkL_A+)?YTNo+4KG5!}ssLP9Gx3rjMU8kAQUE`<@EKH3E*GB4~_wJnX9eF{EpD(CP0Y&ZzKH|5T{gE2O5HgcUt!Q6pfoqy`jb)iB z!De=SaqDb5tZ4>_YN29W>JbHWHhoEZA5`mk7JDt@BzTwn!lzG;ujOBpuP=Xltf8uP zN(X18)FXhc<$w0K&Pa~DO!yx)HflpkQ{0}!h6TIkKTNzGW(;}73A|nOaxuBZ#M>*+l<9} zKr1rlm;iH*d8_%G3D8iLOT>zv%gw4c&?gahXI%Pz^xl!(pEEiRwLkxx@;KqWw?3=6 zzPH>{gb(8#_GwIjCCeGvG~NVQ^1g)8gp|cc7ao~j7_l*Ao$w5H69@y9V}iUnPO-Dg zF(?gf&Tch#z&aE?p@a8ENgA}e%{1TGp$F?Gy6zDkb4~>|MB3tKCz<1ap84AhTw48n zZ*FSAhP;Hls;pCst|n$g3nzsC*IF%S1!phqFhLI`SV^X}#$_gfZja`w`jSSf-K3g4 z-Yj3HV2&)2-&GEd1of0RM7}tEbN{8)Co2w>|Fx|(KwrB$+kpmH;&Gf!N+E)_vziLJ1VMjqXaC1 z^!4`c?mpU{_>ui~?S0}!&WR-lycL4_#O8>O*tf2hwO{9b5;bLZe=t^oM1ljsWpVmY zD3i~g%-i7qmGQ}URs26m6B3>Ub#RBhP3A@8UD{C1z0qM~wx!yZrg-1`bDN;$W=nH- zf*7YRv!g&Mz&+$cKn6Pl94C7Mz9m8Dq-G}M)va*m7N?giVCJxXEGQ}{?)izad{XY6 zw7kht0aMv4>62(*85=2y#3`tm?jMceqivF%-*w*^lFd>-IZP>(D@67_YkN!E{ic8q zvUkKc_Q$WT)t|p}D*u7$eNyWWEh+D#`#kOPu2r4)MjhT==qjEhXhqCgUIS~KQ|PZ2 zOk&T9m@y?_%AAS%01a(D%xtMKAdF|!hcriw-_0}~NaFKtTj#8=ZEf?q<_~kXE%cC(K+n>0qrq!XMbGOuy|)SBFjG`Bcn0BFgt#UWXW&YR~M9~U5Nz(KC+V- z>xm%jEu0&B1hX7cX*;IhJk~x^E`Btkk;cpVM<1%*${7+#|HJN-w!vn23-_bp-)A+l zd#szwuK#>z_N(TGjZHr`MRZ*4#&#X=fe%Ki3oKXQi^(8fmRtg^^o%2aZT>a*=OY!;41`hi$S zJ;S`jKkU;Ur2JD3T zA?|~G99x}f-bH$(^t*1c@r+`@&@8pT#&1|Lpy{;?OFB<~Jo#zk+m6Q}FAu(0UlZ{t z_}PiqzyB+%X?R*zt9_UMfzbN0Z{5g!n7{Zjywns5sVL~j`Hpa{ryt{?gi%g z7xK<={}gunrgC}wb%H&DJuCyAPffzUC-f4^aXr{-^aiY%u$1&a!VCOHN(1E_%YP5TA4rgK!%p|O8u2b zmASIDa--tDvbvwAm@D1czkbj@Uafj3?=uV=q4tGFuD;S1Wn8aQn3f`50l&kv@XOS4 z)@N)uu9&`@kc-MCX0a1#pGcqR|MIqz0l)w&z+XUW@V&$z&`IQW!eK%^420z%S)Moe zOO$*<1vrxLOIv~wl9Dj1@ee_RsBGGC=3C5EIC`1LQ!q@nbrnMzPU*I z5fx)?98Yp<^=RV-MYJe#kPQ2*00AGDT^?gc3le zPqr7scj)h#jc{Mf^?sSP1lKN->8`kU=|U8LSrnS5%I)?tQJlobX}4aK^(k636>6*= zJi5h5)<=1(4YzeG$D7r1JKtHY3R44+Kg>slL$w!eXS^Zy;{&y*Llox7)1H4Lt1(B! zKT0n9G;(dyOm!+fk#kjXL30}8F9=eP+8%HZ=voQ!V-fnN0@iSaW*@8(ZZVv5@g3E+ z=Z<7Zf%Gh7HR?IA3?Rb`v8A3(@T?ICS`oM#;V_=&cKC`N?=3g*#U3wuGpdNa(HH_0 z^D4cEoLQrhj1=z-U57l3i6Ea*#43MPt2L35j*}$J#1m=Miq?xK+Zkp)I zV&87oc2Yv>MzY6(zibC9Si3$f7I#sN_G4W*@HF9?p#@ff#fL35myIM6b_5NJw~dtr z90c=6_5d3xw`Jh5Z$kWtNr@!-sVeLx_G!{9G7kHR;#2E+%xY)ja1l_VxvOl1Z85^M zEy4%=Q#6sW_r@v)S^}bwOFU`dHlsI|N~zWH?9{+0+_?_lTcJ9Ru1*U20qE#~3(7nd!Sq+6nrM_yo(g zYF+85pTQsOXfQ04*E3}_KPbYoZy4Mo%ICvM@&p`XWHCxG-{*LU-qz ziE5rF9DLh6qFMk4oSDW#GQM}RyAbq*BpcF!zi>xv1zI<-hx|JnAr2DwLeCq=@qY+J z5)+V2`CAJ}4uYiQZv*^C`Wm42Q`dkPe|dt5 zRqG}`_i~y`LQYPI?@Lml!lhI^wnth^Xk+*Qsehu?ic*}rB!!yESM4C90^2YHm);;i% zMopYpvl00$K3SA+SxLKw>=^nMJ;k}qIMviNCA;sIw~M2-lzML9A7VucuD+D=mqmo^ zRFh$6ksQ?Mu#TB5Dh@vX*`at4Rt4vYpOEU!>CSw@i(aMWHi4wE;R^_V_Kx}ndVY7m zk>F>ZS6h`3Up(iKW(DjZAUD{kEbi|9`~I7PpMJZ=p2D8%`l|2ozKrN+EpI;;w8Hl$ z;k+0N55Z}iUYftrsD)KR))1vS`Q>r> zqbwxMAh7;U@@S5FYlEaCZG0vAjU%4c*ncr%y;P0x_s)-k485VY@eS59>PdugTEDlb zCy(muo9cf2vD?>Y;fb0Y(fXDBBISqWG=#U*HUPRkB&F;LNv$uII}$&k9Zly|+SHfU zO2e1l#_8Qb>X(m@Kh9Y_a#r%wr2Vw2;Xi%Wqw55*-b;}6`d?zhM^{Nt6T|#MY_F7? zFiWQIA57K7Qlx>0-kxP$3I4A`Wl`Wb>N4`Cj7)FA<(n6w+fnbSDmW81gdwWqgV35+ zU>^?(PbS;Ujv5YfT z5B|sxg4Zi5k3CIM+s8R%_o_##uJ`__zx~~yp!GsoYh7QYUx8y;3 z?9XTwUNw0;_>rW6To5$BQ7n8-+N3wokGVY>6>$%lHu&9H6qix|F5)*w>eyip&TChl z##lU9(rJB^!|F|7%0=3a0mJ!Qwvk=Da=Z=ar-S^d_ z4`4Zgwc}r;{@xqHd5Wh>BdMK`Ct=v{Gv|w9xK~s+oCxtu-z*JXbq9Wny4#S7-tF1o z8SvDBDOi6)CFD>#tbP zapOG4+ZM7~3F{=&F(Pn^#tci~-_(r{9wwN%y|OEYBA^c9wY*h9$x7%ta}{VI^MLNT z{Tp(hyU#e8Gy-b$R2db(cAErt9^momnHb9x8G#3E%m&o`MKHZi|{)ntaZc& zvL6JOd;7uLu?o{+YdE9`7wwvg+;7VCR1+Vgmg?{5qtQix-7OoR;6f6!VPdV&{-cKh z+&4yA=TLUIF1n{eN4~;4IAJAFIKDz)u)w$64Ki75mb*sv~0(}f?aC`Mb=(EUr zXp^bI-rxCXOdfBMce-mzDWqD literal 0 HcmV?d00001 diff --git a/docs/source/conf.py b/docs/source/conf.py index 5a534e126..ded6977ac 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -98,4 +98,6 @@ rst_epilog = """ .. _Next-gen Kaldi: https://github.com/k2-fsa .. _Kaldi: https://github.com/kaldi-asr/kaldi .. _lilcom: https://github.com/danpovey/lilcom +.. _CTC: https://www.cs.toronto.edu/~graves/icml_2006.pdf +.. _kaldi-decoder: https://github.com/k2-fsa/kaldi-decoder """ diff --git a/docs/source/docker/intro.rst b/docs/source/docker/intro.rst index 2f4bdb3f6..f3d2b0727 100644 --- a/docs/source/docker/intro.rst +++ b/docs/source/docker/intro.rst @@ -34,6 +34,8 @@ which will give you something like below: .. code-block:: bash + "torch2.3.1-cuda12.1" + "torch2.3.1-cuda11.8" "torch2.2.2-cuda12.1" "torch2.2.2-cuda11.8" "torch2.2.1-cuda12.1" diff --git a/docs/source/fst-based-forced-alignment/diff.rst b/docs/source/fst-based-forced-alignment/diff.rst new file mode 100644 index 000000000..56b6c430e --- /dev/null +++ b/docs/source/fst-based-forced-alignment/diff.rst @@ -0,0 +1,41 @@ +Two approaches +============== + +Two approaches for FST-based forced alignment will be described: + + - `Kaldi`_-based + - `k2`_-based + +Note that the `Kaldi`_-based approach does not depend on `Kaldi`_ at all. +That is, you don't need to install `Kaldi`_ in order to use it. Instead, +we use `kaldi-decoder`_, which has ported the C++ decoding code from `Kaldi`_ +without depending on it. + +Differences between the two approaches +-------------------------------------- + +The following table compares the differences between the two approaches. + +.. list-table:: + + * - Features + - `Kaldi`_-based + - `k2`_-based + * - Support CUDA + - No + - Yes + * - Support CPU + - Yes + - Yes + * - Support batch processing + - No + - Yes on CUDA; No on CPU + * - Support streaming models + - Yes + - No + * - Support C++ APIs + - Yes + - Yes + * - Support Python APIs + - Yes + - Yes diff --git a/docs/source/fst-based-forced-alignment/index.rst b/docs/source/fst-based-forced-alignment/index.rst new file mode 100644 index 000000000..92a05faaa --- /dev/null +++ b/docs/source/fst-based-forced-alignment/index.rst @@ -0,0 +1,18 @@ +FST-based forced alignment +========================== + +This section describes how to perform **FST-based** ``forced alignment`` with models +trained by `CTC`_ loss. + +We use `CTC FORCED ALIGNMENT API TUTORIAL `_ +from `torchaudio`_ as a reference in this section. + +Different from `torchaudio`_, we use an ``FST``-based approach. + +.. toctree:: + :maxdepth: 2 + :caption: Contents: + + diff + kaldi-based + k2-based diff --git a/docs/source/fst-based-forced-alignment/k2-based.rst b/docs/source/fst-based-forced-alignment/k2-based.rst new file mode 100644 index 000000000..373e49f3e --- /dev/null +++ b/docs/source/fst-based-forced-alignment/k2-based.rst @@ -0,0 +1,4 @@ +k2-based forced alignment +========================= + +TODO(fangjun) diff --git a/docs/source/fst-based-forced-alignment/kaldi-based.rst b/docs/source/fst-based-forced-alignment/kaldi-based.rst new file mode 100644 index 000000000..69b6a665b --- /dev/null +++ b/docs/source/fst-based-forced-alignment/kaldi-based.rst @@ -0,0 +1,712 @@ +Kaldi-based forced alignment +============================ + +This section describes in detail how to use `kaldi-decoder`_ +for **FST-based** ``forced alignment`` with models trained by `CTC`_ loss. + +.. hint:: + + We have a colab notebook walking you through this section step by step. + + |kaldi-based forced alignment colab notebook| + + .. |kaldi-based forced alignment colab notebook| image:: https://colab.research.google.com/assets/colab-badge.svg + :target: https://github.com/k2-fsa/colab/blob/master/icefall/ctc_forced_alignment_fst_based_kaldi.ipynb + +Prepare the environment +----------------------- + +Before you continue, make sure you have setup `icefall`_ by following :ref:`install icefall`. + +.. hint:: + + You don't need to install `Kaldi`_. We will ``NOT`` use `Kaldi`_ below. + +Get the test data +----------------- + +We use the test wave +from `CTC FORCED ALIGNMENT API TUTORIAL `_ + +.. code-block:: python3 + + import torchaudio + + # Download test wave + speech_file = torchaudio.utils.download_asset("tutorial-assets/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav") + print(speech_file) + waveform, sr = torchaudio.load(speech_file) + transcript = "i had that curiosity beside me at this moment".split() + print(waveform.shape, sr) + + assert waveform.ndim == 2 + assert waveform.shape[0] == 1 + assert sr == 16000 + +The test wave is downloaded to:: + + $HOME/.cache/torch/hub/torchaudio/tutorial-assets/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav + +.. raw:: html + + + + + + + + + + + + +
Wave filenameContentText
Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav + + + i had that curiosity beside me at this moment +
+ +We use the test model +from `CTC FORCED ALIGNMENT API TUTORIAL `_ + +.. code-block:: python3 + + import torch + + bundle = torchaudio.pipelines.MMS_FA + + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + model = bundle.get_model(with_star=False).to(device) + +The model is downloaded to:: + + $HOME/.cache/torch/hub/checkpoints/model.pt + +Compute log_probs +----------------- + +.. code-block:: bash + + with torch.inference_mode(): + emission, _ = model(waveform.to(device)) + print(emission.shape) + +It should print:: + + torch.Size([1, 169, 28]) + +Create token2id and id2token +---------------------------- + +.. code-block:: python3 + + token2id = bundle.get_dict(star=None) + id2token = {i:t for t, i in token2id.items()} + token2id[""] = 0 + del token2id["-"] + +Create word2id and id2word +-------------------------- + +.. code-block:: python3 + + words = list(set(transcript)) + word2id = dict() + word2id['eps'] = 0 + for i, w in enumerate(words): + word2id[w] = i + 1 + + id2word = {i:w for w, i in word2id.items()} + +Note that we only use words from the transcript of the test wave. + +Generate lexicon-related files +------------------------------ + +We use the code below to generate the following 4 files: + + - ``lexicon.txt`` + - ``tokens.txt`` + - ``words.txt`` + - ``lexicon_disambig.txt`` + +.. caution:: + + ``words.txt`` contains only words from the transcript of the test wave. + +.. code-block:: python3 + + from prepare_lang import add_disambig_symbols + + lexicon = [(w, list(w)) for w in word2id if w != "eps"] + lexicon_disambig, max_disambig_id = add_disambig_symbols(lexicon) + + with open('lexicon.txt', 'w', encoding='utf-8') as f: + for w, tokens in lexicon: + f.write(f"{w} {' '.join(tokens)}\n") + + with open('lexicon_disambig.txt', 'w', encoding='utf-8') as f: + for w, tokens in lexicon_disambig: + f.write(f"{w} {' '.join(tokens)}\n") + + with open('tokens.txt', 'w', encoding='utf-8') as f: + for t, i in token2id.items(): + if t == '-': + t = "" + f.write(f"{t} {i}\n") + + for k in range(max_disambig_id + 2): + f.write(f"#{k} {len(token2id) + k}\n") + + with open('words.txt', 'w', encoding='utf-8') as f: + for w, i in word2id.items(): + f.write(f"{w} {i}\n") + f.write(f'#0 {len(word2id)}\n') + + +To give you an idea about what the generated files look like:: + + head -n 50 lexicon.txt lexicon_disambig.txt tokens.txt words.txt + +prints:: + + ==> lexicon.txt <== + moment m o m e n t + beside b e s i d e + i i + this t h i s + curiosity c u r i o s i t y + had h a d + that t h a t + at a t + me m e + + ==> lexicon_disambig.txt <== + moment m o m e n t + beside b e s i d e + i i + this t h i s + curiosity c u r i o s i t y + had h a d + that t h a t + at a t + me m e + + ==> tokens.txt <== + a 1 + i 2 + e 3 + n 4 + o 5 + u 6 + t 7 + s 8 + r 9 + m 10 + k 11 + l 12 + d 13 + g 14 + h 15 + y 16 + b 17 + p 18 + w 19 + c 20 + v 21 + j 22 + z 23 + f 24 + ' 25 + q 26 + x 27 + 0 + #0 28 + #1 29 + + ==> words.txt <== + eps 0 + moment 1 + beside 2 + i 3 + this 4 + curiosity 5 + had 6 + that 7 + at 8 + me 9 + #0 10 + +.. note:: + + This test model uses characters as modeling unit. If you use other types of + modeling unit, the same code can be used without any change. + +Convert transcript to an FST graph +---------------------------------- + +.. code-block:: bash + + egs/librispeech/ASR/local/prepare_lang_fst.py --lang-dir ./ + +The above command should generate two files ``H.fst`` and ``HL.fst``. We will +use ``HL.fst`` below:: + + -rw-r--r-- 1 root root 13K Jun 12 08:28 H.fst + -rw-r--r-- 1 root root 3.7K Jun 12 08:28 HL.fst + +Force aligner +------------- + +Now, everything is ready. We can use the following code to get forced alignments. + +.. code-block:: python3 + + from kaldi_decoder import DecodableCtc, FasterDecoder, FasterDecoderOptions + import kaldifst + + def force_align(): + HL = kaldifst.StdVectorFst.read("./HL.fst") + decodable = DecodableCtc(emission[0].contiguous().cpu().numpy()) + decoder_opts = FasterDecoderOptions(max_active=3000) + decoder = FasterDecoder(HL, decoder_opts) + decoder.decode(decodable) + if not decoder.reached_final(): + print(f"failed to decode xxx") + return None + ok, best_path = decoder.get_best_path() + + ( + ok, + isymbols_out, + osymbols_out, + total_weight, + ) = kaldifst.get_linear_symbol_sequence(best_path) + if not ok: + print(f"failed to get linear symbol sequence for xxx") + return None + + # We need to use i-1 here since we have incremented tokens during + # HL construction + alignment = [i-1 for i in isymbols_out] + return alignment + + alignment = force_align() + + for i, a in enumerate(alignment): + print(i, id2token[a]) + +The output should be identical to +``_. + +For ease of reference, we list the output below:: + + 0 - + 1 - + 2 - + 3 - + 4 - + 5 - + 6 - + 7 - + 8 - + 9 - + 10 - + 11 - + 12 - + 13 - + 14 - + 15 - + 16 - + 17 - + 18 - + 19 - + 20 - + 21 - + 22 - + 23 - + 24 - + 25 - + 26 - + 27 - + 28 - + 29 - + 30 - + 31 - + 32 i + 33 - + 34 - + 35 h + 36 h + 37 a + 38 - + 39 - + 40 - + 41 d + 42 - + 43 - + 44 t + 45 h + 46 - + 47 a + 48 - + 49 - + 50 t + 51 - + 52 - + 53 - + 54 c + 55 - + 56 - + 57 - + 58 u + 59 u + 60 - + 61 - + 62 - + 63 r + 64 - + 65 i + 66 - + 67 - + 68 - + 69 - + 70 - + 71 - + 72 o + 73 - + 74 - + 75 - + 76 - + 77 - + 78 - + 79 s + 80 - + 81 - + 82 - + 83 i + 84 - + 85 t + 86 - + 87 - + 88 y + 89 - + 90 - + 91 - + 92 - + 93 b + 94 - + 95 e + 96 - + 97 - + 98 - + 99 - + 100 - + 101 s + 102 - + 103 - + 104 - + 105 - + 106 - + 107 - + 108 - + 109 - + 110 i + 111 - + 112 - + 113 d + 114 e + 115 - + 116 m + 117 - + 118 - + 119 e + 120 - + 121 - + 122 - + 123 - + 124 a + 125 - + 126 - + 127 t + 128 - + 129 t + 130 h + 131 - + 132 i + 133 - + 134 - + 135 - + 136 s + 137 - + 138 - + 139 - + 140 - + 141 m + 142 - + 143 - + 144 o + 145 - + 146 - + 147 - + 148 m + 149 - + 150 - + 151 e + 152 - + 153 n + 154 - + 155 t + 156 - + 157 - + 158 - + 159 - + 160 - + 161 - + 162 - + 163 - + 164 - + 165 - + 166 - + 167 - + 168 - + +To merge tokens, we use:: + + from icefall.ctc import merge_tokens + token_spans = merge_tokens(alignment) + for span in token_spans: + print(id2token[span.token], span.start, span.end) + +The output is given below:: + + i 32 33 + h 35 37 + a 37 38 + d 41 42 + t 44 45 + h 45 46 + a 47 48 + t 50 51 + c 54 55 + u 58 60 + r 63 64 + i 65 66 + o 72 73 + s 79 80 + i 83 84 + t 85 86 + y 88 89 + b 93 94 + e 95 96 + s 101 102 + i 110 111 + d 113 114 + e 114 115 + m 116 117 + e 119 120 + a 124 125 + t 127 128 + t 129 130 + h 130 131 + i 132 133 + s 136 137 + m 141 142 + o 144 145 + m 148 149 + e 151 152 + n 153 154 + t 155 156 + +All of the code below is copied and modified +from ``_. + +Segment each word using the computed alignments +----------------------------------------------- + +.. code-block:: python3 + + def unflatten(list_, lengths): + assert len(list_) == sum(lengths) + i = 0 + ret = [] + for l in lengths: + ret.append(list_[i : i + l]) + i += l + return ret + + + word_spans = unflatten(token_spans, [len(word) for word in transcript]) + print(word_spans) + +The output is:: + + [[TokenSpan(token=2, start=32, end=33)], + [TokenSpan(token=15, start=35, end=37), TokenSpan(token=1, start=37, end=38), TokenSpan(token=13, start=41, end=42)], + [TokenSpan(token=7, start=44, end=45), TokenSpan(token=15, start=45, end=46), TokenSpan(token=1, start=47, end=48), TokenSpan(token=7, start=50, end=51)], + [TokenSpan(token=20, start=54, end=55), TokenSpan(token=6, start=58, end=60), TokenSpan(token=9, start=63, end=64), TokenSpan(token=2, start=65, end=66), TokenSpan(token=5, start=72, end=73), TokenSpan(token=8, start=79, end=80), TokenSpan(token=2, start=83, end=84), TokenSpan(token=7, start=85, end=86), TokenSpan(token=16, start=88, end=89)], + [TokenSpan(token=17, start=93, end=94), TokenSpan(token=3, start=95, end=96), TokenSpan(token=8, start=101, end=102), TokenSpan(token=2, start=110, end=111), TokenSpan(token=13, start=113, end=114), TokenSpan(token=3, start=114, end=115)], + [TokenSpan(token=10, start=116, end=117), TokenSpan(token=3, start=119, end=120)], + [TokenSpan(token=1, start=124, end=125), TokenSpan(token=7, start=127, end=128)], + [TokenSpan(token=7, start=129, end=130), TokenSpan(token=15, start=130, end=131), TokenSpan(token=2, start=132, end=133), TokenSpan(token=8, start=136, end=137)], + [TokenSpan(token=10, start=141, end=142), TokenSpan(token=5, start=144, end=145), TokenSpan(token=10, start=148, end=149), TokenSpan(token=3, start=151, end=152), TokenSpan(token=4, start=153, end=154), TokenSpan(token=7, start=155, end=156)] + ] + + +.. code-block:: python3 + + def preview_word(waveform, spans, num_frames, transcript, sample_rate=bundle.sample_rate): + ratio = waveform.size(1) / num_frames + x0 = int(ratio * spans[0].start) + x1 = int(ratio * spans[-1].end) + print(f"{transcript} {x0 / sample_rate:.3f} - {x1 / sample_rate:.3f} sec") + segment = waveform[:, x0:x1] + return IPython.display.Audio(segment.numpy(), rate=sample_rate) + num_frames = emission.size(1) + +.. code-block:: python3 + + preview_word(waveform, word_spans[0], num_frames, transcript[0]) + preview_word(waveform, word_spans[1], num_frames, transcript[1]) + preview_word(waveform, word_spans[2], num_frames, transcript[2]) + preview_word(waveform, word_spans[3], num_frames, transcript[3]) + preview_word(waveform, word_spans[4], num_frames, transcript[4]) + preview_word(waveform, word_spans[5], num_frames, transcript[5]) + preview_word(waveform, word_spans[6], num_frames, transcript[6]) + preview_word(waveform, word_spans[7], num_frames, transcript[7]) + preview_word(waveform, word_spans[8], num_frames, transcript[8]) + +The segmented wave of each word along with its time stamp is given below: + +.. raw:: html + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
WordTimeWave
i0.644 - 0.664 sec + +
had0.704 - 0.845 sec + +
that0.885 - 1.026 sec + +
curiosity1.086 - 1.790 sec + +
beside1.871 - 2.314 sec + +
me2.334 - 2.414 sec + +
at2.495 - 2.575 sec + +
this2.595 - 2.756 sec + +
moment2.837 - 3.138 sec + +
+ +We repost the whole wave below for ease of reference: + +.. raw:: html + + + + + + + + + + + + +
Wave filenameContentText
Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav + + + i had that curiosity beside me at this moment +
+ +Summary +------- + +Congratulations! You have succeeded in using the FST-based approach to +compute alignment of a test wave. diff --git a/docs/source/index.rst b/docs/source/index.rst index fb539d3f2..d46a4038f 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -25,7 +25,7 @@ speech recognition recipes using `k2 `_. docker/index faqs model-export/index - + fst-based-forced-alignment/index .. toctree:: :maxdepth: 3 @@ -40,5 +40,5 @@ speech recognition recipes using `k2 `_. .. toctree:: :maxdepth: 2 - + decoding-with-langugage-models/index diff --git a/docs/source/model-export/export-ncnn-conv-emformer.rst b/docs/source/model-export/export-ncnn-conv-emformer.rst index 93392aee7..4cdc25ee6 100644 --- a/docs/source/model-export/export-ncnn-conv-emformer.rst +++ b/docs/source/model-export/export-ncnn-conv-emformer.rst @@ -15,8 +15,8 @@ We will show you step by step how to export it to `ncnn`_ and run it with `sherp .. caution:: - Please use a more recent version of PyTorch. For instance, ``torch 1.8`` - may ``not`` work. + ``torch > 2.0`` may not work. If you get errors while building pnnx, please switch + to ``torch < 2.0``. 1. Download the pre-trained model --------------------------------- diff --git a/docs/source/model-export/export-ncnn-lstm.rst b/docs/source/model-export/export-ncnn-lstm.rst index 310c3d8e4..ccf522dec 100644 --- a/docs/source/model-export/export-ncnn-lstm.rst +++ b/docs/source/model-export/export-ncnn-lstm.rst @@ -15,8 +15,8 @@ We will show you step by step how to export it to `ncnn`_ and run it with `sherp .. caution:: - Please use a more recent version of PyTorch. For instance, ``torch 1.8`` - may ``not`` work. + ``torch > 2.0`` may not work. If you get errors while building pnnx, please switch + to ``torch < 2.0``. 1. Download the pre-trained model ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ diff --git a/docs/source/model-export/export-ncnn-zipformer.rst b/docs/source/model-export/export-ncnn-zipformer.rst index a5845b0e4..51fc6c8e5 100644 --- a/docs/source/model-export/export-ncnn-zipformer.rst +++ b/docs/source/model-export/export-ncnn-zipformer.rst @@ -15,8 +15,8 @@ We will show you step by step how to export it to `ncnn`_ and run it with `sherp .. caution:: - Please use a more recent version of PyTorch. For instance, ``torch 1.8`` - may ``not`` work. + ``torch > 2.0`` may not work. If you get errors while building pnnx, please switch + to ``torch < 2.0``. 1. Download the pre-trained model ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^