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csukuangfj 2025-01-30 00:46:22 +00:00
parent d4601df6ae
commit 4fac57fceb
6 changed files with 89 additions and 49 deletions
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66
_static/pygments.css
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10
cpu-cn.html
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@ -1,3 +1,13 @@
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<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
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<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp311-cp311-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp311-cp311-macosx_11_0_arm64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp310-cp310-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp310-cp310-macosx_11_0_arm64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp39-cp39-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp39-cp39-macosx_11_0_arm64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/> <a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/windows/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-win_amd64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-win_amd64.whl</a><br/> <a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/windows/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-win_amd64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-win_amd64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-macosx_11_0_arm64.whl</a><br/> <a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-macosx_11_0_arm64.whl</a><br/>

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cpu.html
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@ -1,3 +1,13 @@
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp313-cp313-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp313-cp313-macosx_11_0_arm64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp312-cp312-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp312-cp312-macosx_11_0_arm64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp311-cp311-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp311-cp311-macosx_11_0_arm64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp310-cp310-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp310-cp310-macosx_11_0_arm64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp39-cp39-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp39-cp39-macosx_11_0_arm64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cpu.torch2.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/> <a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/windows/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-win_amd64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-win_amd64.whl</a><br/> <a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/windows/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-win_amd64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-win_amd64.whl</a><br/>
<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-macosx_11_0_arm64.whl</a><br/> <a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cpu/1.25.5.dev20241029/macos/kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-macosx_11_0_arm64.whl">kaldifeat-1.25.5.dev20241126+cpu.torch2.5.1-cp312-cp312-macosx_11_0_arm64.whl</a><br/>

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<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cuda/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cuda12.4.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cuda12.4.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
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<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cuda/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cuda12.4.torch2.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cuda12.4.torch2.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
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<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cuda/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cuda12.4.torch2.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cuda12.4.torch2.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cuda/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cuda11.8.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cuda11.8.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cuda/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cuda11.8.torch2.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cuda11.8.torch2.6.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cuda/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cuda11.8.torch2.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cuda11.8.torch2.6.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
<a href="https://hf-mirror.com/csukuangfj/kaldifeat/resolve/main/cuda/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cuda11.8.torch2.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cuda11.8.torch2.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
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cuda.html
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<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/cuda/1.25.5.dev20241029/linux/kaldifeat-1.25.5.dev20250130+cuda12.4.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.25.5.dev20250130+cuda12.4.torch2.6.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
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<span class="o">--</span><span class="n">energy</span><span class="o">-</span><span class="n">floor</span> <span class="p">:</span> <span class="n">Floor</span> <span class="n">on</span> <span class="n">energy</span> <span class="p">(</span><span class="n">absolute</span><span class="p">,</span> <span class="ow">not</span> <span class="n">relative</span><span class="p">)</span> <span class="ow">in</span> <span class="n">FBANK</span> <span class="n">computation</span><span class="o">.</span> <span class="n">Only</span> <span class="n">makes</span> <span class="n">a</span> <span class="n">difference</span> <span class="k">if</span> <span class="o">--</span><span class="n">use</span><span class="o">-</span><span class="n">energy</span><span class="o">=</span><span class="n">true</span><span class="p">;</span> <span class="n">only</span> <span class="n">necessary</span> <span class="k">if</span> <span class="o">--</span><span class="n">dither</span><span class="o">=</span><span class="mf">0.0</span><span class="o">.</span> <span class="n">Suggested</span> <span class="n">values</span><span class="p">:</span> <span class="mf">0.1</span> <span class="ow">or</span> <span class="mf">1.0</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">0</span><span class="p">)</span> <span class="o">--</span><span class="n">energy</span><span class="o">-</span><span class="n">floor</span> <span class="p">:</span> <span class="n">Floor</span> <span class="n">on</span> <span class="n">energy</span> <span class="p">(</span><span class="n">absolute</span><span class="p">,</span> <span class="ow">not</span> <span class="n">relative</span><span class="p">)</span> <span class="ow">in</span> <span class="n">FBANK</span> <span class="n">computation</span><span class="o">.</span> <span class="n">Only</span> <span class="n">makes</span> <span class="n">a</span> <span class="n">difference</span> <span class="k">if</span> <span class="o">--</span><span class="n">use</span><span class="o">-</span><span class="n">energy</span><span class="o">=</span><span class="n">true</span><span class="p">;</span> <span class="n">only</span> <span class="n">necessary</span> <span class="k">if</span> <span class="o">--</span><span class="n">dither</span><span class="o">=</span><span class="mf">0.0</span><span class="o">.</span> <span class="n">Suggested</span> <span class="n">values</span><span class="p">:</span> <span class="mf">0.1</span> <span class="ow">or</span> <span class="mf">1.0</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">0</span><span class="p">)</span>
<span class="o">--</span><span class="n">frame</span><span class="o">-</span><span class="n">length</span> <span class="p">:</span> <span class="n">Frame</span> <span class="n">length</span> <span class="ow">in</span> <span class="n">milliseconds</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">25</span><span class="p">)</span> <span class="o">--</span><span class="n">frame</span><span class="o">-</span><span class="n">length</span> <span class="p">:</span> <span class="n">Frame</span> <span class="n">length</span> <span class="ow">in</span> <span class="n">milliseconds</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">25</span><span class="p">)</span>
<span class="o">--</span><span class="n">frame</span><span class="o">-</span><span class="n">shift</span> <span class="p">:</span> <span class="n">Frame</span> <span class="n">shift</span> <span class="ow">in</span> <span class="n">milliseconds</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">10</span><span class="p">)</span> <span class="o">--</span><span class="n">frame</span><span class="o">-</span><span class="n">shift</span> <span class="p">:</span> <span class="n">Frame</span> <span class="n">shift</span> <span class="ow">in</span> <span class="n">milliseconds</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">10</span><span class="p">)</span>
<span class="o">--</span><span class="n">high</span><span class="o">-</span><span class="n">freq</span> <span class="p">:</span> <span class="n">High</span> <span class="n">cutoff</span> <span class="n">frequency</span> <span class="k">for</span> <span class="n">mel</span> <span class="n">bins</span> <span class="p">(</span><span class="k">if</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">,</span> <span class="n">offset</span> <span class="kn">from</span> <span class="nn">Nyquist</span><span class="p">)</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">0</span><span class="p">)</span> <span class="o">--</span><span class="n">high</span><span class="o">-</span><span class="n">freq</span> <span class="p">:</span> <span class="n">High</span> <span class="n">cutoff</span> <span class="n">frequency</span> <span class="k">for</span> <span class="n">mel</span> <span class="n">bins</span> <span class="p">(</span><span class="k">if</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">,</span> <span class="n">offset</span> <span class="kn">from</span><span class="w"> </span><span class="nn">Nyquist</span><span class="p">)</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">0</span><span class="p">)</span>
<span class="o">--</span><span class="n">htk</span><span class="o">-</span><span class="n">compat</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">put</span> <span class="n">energy</span> <span class="n">last</span><span class="o">.</span> <span class="ne">Warning</span><span class="p">:</span> <span class="ow">not</span> <span class="n">sufficient</span> <span class="n">to</span> <span class="n">get</span> <span class="n">HTK</span> <span class="n">compatible</span> <span class="n">features</span> <span class="p">(</span><span class="n">need</span> <span class="n">to</span> <span class="n">change</span> <span class="n">other</span> <span class="n">parameters</span><span class="p">)</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">false</span><span class="p">)</span> <span class="o">--</span><span class="n">htk</span><span class="o">-</span><span class="n">compat</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">put</span> <span class="n">energy</span> <span class="n">last</span><span class="o">.</span> <span class="ne">Warning</span><span class="p">:</span> <span class="ow">not</span> <span class="n">sufficient</span> <span class="n">to</span> <span class="n">get</span> <span class="n">HTK</span> <span class="n">compatible</span> <span class="n">features</span> <span class="p">(</span><span class="n">need</span> <span class="n">to</span> <span class="n">change</span> <span class="n">other</span> <span class="n">parameters</span><span class="p">)</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">false</span><span class="p">)</span>
<span class="o">--</span><span class="n">low</span><span class="o">-</span><span class="n">freq</span> <span class="p">:</span> <span class="n">Low</span> <span class="n">cutoff</span> <span class="n">frequency</span> <span class="k">for</span> <span class="n">mel</span> <span class="n">bins</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">20</span><span class="p">)</span> <span class="o">--</span><span class="n">low</span><span class="o">-</span><span class="n">freq</span> <span class="p">:</span> <span class="n">Low</span> <span class="n">cutoff</span> <span class="n">frequency</span> <span class="k">for</span> <span class="n">mel</span> <span class="n">bins</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">20</span><span class="p">)</span>
<span class="o">--</span><span class="nb">max</span><span class="o">-</span><span class="n">feature</span><span class="o">-</span><span class="n">vectors</span> <span class="p">:</span> <span class="n">Memory</span> <span class="n">optimization</span><span class="o">.</span> <span class="n">If</span> <span class="n">larger</span> <span class="n">than</span> <span class="mi">0</span><span class="p">,</span> <span class="n">periodically</span> <span class="n">remove</span> <span class="n">feature</span> <span class="n">vectors</span> <span class="n">so</span> <span class="n">that</span> <span class="n">only</span> <span class="n">this</span> <span class="n">number</span> <span class="n">of</span> <span class="n">the</span> <span class="n">latest</span> <span class="n">feature</span> <span class="n">vectors</span> <span class="ow">is</span> <span class="n">retained</span><span class="o">.</span> <span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="o">--</span><span class="nb">max</span><span class="o">-</span><span class="n">feature</span><span class="o">-</span><span class="n">vectors</span> <span class="p">:</span> <span class="n">Memory</span> <span class="n">optimization</span><span class="o">.</span> <span class="n">If</span> <span class="n">larger</span> <span class="n">than</span> <span class="mi">0</span><span class="p">,</span> <span class="n">periodically</span> <span class="n">remove</span> <span class="n">feature</span> <span class="n">vectors</span> <span class="n">so</span> <span class="n">that</span> <span class="n">only</span> <span class="n">this</span> <span class="n">number</span> <span class="n">of</span> <span class="n">the</span> <span class="n">latest</span> <span class="n">feature</span> <span class="n">vectors</span> <span class="ow">is</span> <span class="n">retained</span><span class="o">.</span> <span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">)</span>
@ -188,7 +188,7 @@ cpu
<span class="o">--</span><span class="n">output</span><span class="o">-</span><span class="nb">format</span> <span class="p">:</span> <span class="n">Format</span> <span class="n">of</span> <span class="n">the</span> <span class="n">output</span> <span class="n">files</span> <span class="p">[</span><span class="n">kaldi</span><span class="p">,</span> <span class="n">htk</span><span class="p">]</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;kaldi&quot;</span><span class="p">)</span> <span class="o">--</span><span class="n">output</span><span class="o">-</span><span class="nb">format</span> <span class="p">:</span> <span class="n">Format</span> <span class="n">of</span> <span class="n">the</span> <span class="n">output</span> <span class="n">files</span> <span class="p">[</span><span class="n">kaldi</span><span class="p">,</span> <span class="n">htk</span><span class="p">]</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;kaldi&quot;</span><span class="p">)</span>
<span class="o">--</span><span class="n">preemphasis</span><span class="o">-</span><span class="n">coefficient</span> <span class="p">:</span> <span class="n">Coefficient</span> <span class="k">for</span> <span class="n">use</span> <span class="ow">in</span> <span class="n">signal</span> <span class="n">preemphasis</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mf">0.97</span><span class="p">)</span> <span class="o">--</span><span class="n">preemphasis</span><span class="o">-</span><span class="n">coefficient</span> <span class="p">:</span> <span class="n">Coefficient</span> <span class="k">for</span> <span class="n">use</span> <span class="ow">in</span> <span class="n">signal</span> <span class="n">preemphasis</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mf">0.97</span><span class="p">)</span>
<span class="o">--</span><span class="n">raw</span><span class="o">-</span><span class="n">energy</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">compute</span> <span class="n">energy</span> <span class="n">before</span> <span class="n">preemphasis</span> <span class="ow">and</span> <span class="n">windowing</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span> <span class="o">--</span><span class="n">raw</span><span class="o">-</span><span class="n">energy</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">compute</span> <span class="n">energy</span> <span class="n">before</span> <span class="n">preemphasis</span> <span class="ow">and</span> <span class="n">windowing</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span>
<span class="o">--</span><span class="n">remove</span><span class="o">-</span><span class="n">dc</span><span class="o">-</span><span class="n">offset</span> <span class="p">:</span> <span class="n">Subtract</span> <span class="n">mean</span> <span class="kn">from</span> <span class="nn">waveform</span> <span class="n">on</span> <span class="n">each</span> <span class="n">frame</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span> <span class="o">--</span><span class="n">remove</span><span class="o">-</span><span class="n">dc</span><span class="o">-</span><span class="n">offset</span> <span class="p">:</span> <span class="n">Subtract</span> <span class="n">mean</span> <span class="kn">from</span><span class="w"> </span><span class="nn">waveform</span> <span class="n">on</span> <span class="n">each</span> <span class="n">frame</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span>
<span class="o">--</span><span class="nb">round</span><span class="o">-</span><span class="n">to</span><span class="o">-</span><span class="n">power</span><span class="o">-</span><span class="n">of</span><span class="o">-</span><span class="n">two</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="nb">round</span> <span class="n">window</span> <span class="n">size</span> <span class="n">to</span> <span class="n">power</span> <span class="n">of</span> <span class="n">two</span> <span class="n">by</span> <span class="n">zero</span><span class="o">-</span><span class="n">padding</span> <span class="nb">input</span> <span class="n">to</span> <span class="n">FFT</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span> <span class="o">--</span><span class="nb">round</span><span class="o">-</span><span class="n">to</span><span class="o">-</span><span class="n">power</span><span class="o">-</span><span class="n">of</span><span class="o">-</span><span class="n">two</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="nb">round</span> <span class="n">window</span> <span class="n">size</span> <span class="n">to</span> <span class="n">power</span> <span class="n">of</span> <span class="n">two</span> <span class="n">by</span> <span class="n">zero</span><span class="o">-</span><span class="n">padding</span> <span class="nb">input</span> <span class="n">to</span> <span class="n">FFT</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span>
<span class="o">--</span><span class="n">sample</span><span class="o">-</span><span class="n">frequency</span> <span class="p">:</span> <span class="n">Waveform</span> <span class="n">data</span> <span class="n">sample</span> <span class="n">frequency</span> <span class="p">(</span><span class="n">must</span> <span class="n">match</span> <span class="n">the</span> <span class="n">waveform</span> <span class="n">file</span><span class="p">,</span> <span class="k">if</span> <span class="n">specified</span> <span class="n">there</span><span class="p">)</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">16000</span><span class="p">)</span> <span class="o">--</span><span class="n">sample</span><span class="o">-</span><span class="n">frequency</span> <span class="p">:</span> <span class="n">Waveform</span> <span class="n">data</span> <span class="n">sample</span> <span class="n">frequency</span> <span class="p">(</span><span class="n">must</span> <span class="n">match</span> <span class="n">the</span> <span class="n">waveform</span> <span class="n">file</span><span class="p">,</span> <span class="k">if</span> <span class="n">specified</span> <span class="n">there</span><span class="p">)</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">16000</span><span class="p">)</span>
<span class="o">--</span><span class="n">snip</span><span class="o">-</span><span class="n">edges</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">end</span> <span class="n">effects</span> <span class="n">will</span> <span class="n">be</span> <span class="n">handled</span> <span class="n">by</span> <span class="n">outputting</span> <span class="n">only</span> <span class="n">frames</span> <span class="n">that</span> <span class="n">completely</span> <span class="n">fit</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">file</span><span class="p">,</span> <span class="ow">and</span> <span class="n">the</span> <span class="n">number</span> <span class="n">of</span> <span class="n">frames</span> <span class="n">depends</span> <span class="n">on</span> <span class="n">the</span> <span class="n">frame</span><span class="o">-</span><span class="n">length</span><span class="o">.</span> <span class="n">If</span> <span class="n">false</span><span class="p">,</span> <span class="n">the</span> <span class="n">number</span> <span class="n">of</span> <span class="n">frames</span> <span class="n">depends</span> <span class="n">only</span> <span class="n">on</span> <span class="n">the</span> <span class="n">frame</span><span class="o">-</span><span class="n">shift</span><span class="p">,</span> <span class="ow">and</span> <span class="n">we</span> <span class="n">reflect</span> <span class="n">the</span> <span class="n">data</span> <span class="n">at</span> <span class="n">the</span> <span class="n">ends</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span> <span class="o">--</span><span class="n">snip</span><span class="o">-</span><span class="n">edges</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">end</span> <span class="n">effects</span> <span class="n">will</span> <span class="n">be</span> <span class="n">handled</span> <span class="n">by</span> <span class="n">outputting</span> <span class="n">only</span> <span class="n">frames</span> <span class="n">that</span> <span class="n">completely</span> <span class="n">fit</span> <span class="ow">in</span> <span class="n">the</span> <span class="n">file</span><span class="p">,</span> <span class="ow">and</span> <span class="n">the</span> <span class="n">number</span> <span class="n">of</span> <span class="n">frames</span> <span class="n">depends</span> <span class="n">on</span> <span class="n">the</span> <span class="n">frame</span><span class="o">-</span><span class="n">length</span><span class="o">.</span> <span class="n">If</span> <span class="n">false</span><span class="p">,</span> <span class="n">the</span> <span class="n">number</span> <span class="n">of</span> <span class="n">frames</span> <span class="n">depends</span> <span class="n">only</span> <span class="n">on</span> <span class="n">the</span> <span class="n">frame</span><span class="o">-</span><span class="n">shift</span><span class="p">,</span> <span class="ow">and</span> <span class="n">we</span> <span class="n">reflect</span> <span class="n">the</span> <span class="n">data</span> <span class="n">at</span> <span class="n">the</span> <span class="n">ends</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span>
@ -197,9 +197,9 @@ cpu
<span class="o">--</span><span class="n">use</span><span class="o">-</span><span class="n">log</span><span class="o">-</span><span class="n">fbank</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">produce</span> <span class="n">log</span><span class="o">-</span><span class="n">filterbank</span><span class="p">,</span> <span class="k">else</span> <span class="n">produce</span> <span class="n">linear</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span> <span class="o">--</span><span class="n">use</span><span class="o">-</span><span class="n">log</span><span class="o">-</span><span class="n">fbank</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">produce</span> <span class="n">log</span><span class="o">-</span><span class="n">filterbank</span><span class="p">,</span> <span class="k">else</span> <span class="n">produce</span> <span class="n">linear</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span>
<span class="o">--</span><span class="n">use</span><span class="o">-</span><span class="n">power</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">use</span> <span class="n">power</span><span class="p">,</span> <span class="k">else</span> <span class="n">use</span> <span class="n">magnitude</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span> <span class="o">--</span><span class="n">use</span><span class="o">-</span><span class="n">power</span> <span class="p">:</span> <span class="n">If</span> <span class="n">true</span><span class="p">,</span> <span class="n">use</span> <span class="n">power</span><span class="p">,</span> <span class="k">else</span> <span class="n">use</span> <span class="n">magnitude</span><span class="o">.</span> <span class="p">(</span><span class="nb">bool</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="n">true</span><span class="p">)</span>
<span class="o">--</span><span class="n">utt2spk</span> <span class="p">:</span> <span class="n">Utterance</span> <span class="n">to</span> <span class="n">speaker</span><span class="o">-</span><span class="nb">id</span> <span class="nb">map</span> <span class="p">(</span><span class="k">if</span> <span class="n">doing</span> <span class="n">VTLN</span> <span class="ow">and</span> <span class="n">you</span> <span class="n">have</span> <span class="n">warps</span> <span class="n">per</span> <span class="n">speaker</span><span class="p">)</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">)</span> <span class="o">--</span><span class="n">utt2spk</span> <span class="p">:</span> <span class="n">Utterance</span> <span class="n">to</span> <span class="n">speaker</span><span class="o">-</span><span class="nb">id</span> <span class="nb">map</span> <span class="p">(</span><span class="k">if</span> <span class="n">doing</span> <span class="n">VTLN</span> <span class="ow">and</span> <span class="n">you</span> <span class="n">have</span> <span class="n">warps</span> <span class="n">per</span> <span class="n">speaker</span><span class="p">)</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
<span class="o">--</span><span class="n">vtln</span><span class="o">-</span><span class="n">high</span> <span class="p">:</span> <span class="n">High</span> <span class="n">inflection</span> <span class="n">point</span> <span class="ow">in</span> <span class="n">piecewise</span> <span class="n">linear</span> <span class="n">VTLN</span> <span class="n">warping</span> <span class="n">function</span> <span class="p">(</span><span class="k">if</span> <span class="n">negative</span><span class="p">,</span> <span class="n">offset</span> <span class="kn">from</span> <span class="nn">high</span><span class="o">-</span><span class="n">mel</span><span class="o">-</span><span class="n">freq</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="o">-</span><span class="mi">500</span><span class="p">)</span> <span class="o">--</span><span class="n">vtln</span><span class="o">-</span><span class="n">high</span> <span class="p">:</span> <span class="n">High</span> <span class="n">inflection</span> <span class="n">point</span> <span class="ow">in</span> <span class="n">piecewise</span> <span class="n">linear</span> <span class="n">VTLN</span> <span class="n">warping</span> <span class="n">function</span> <span class="p">(</span><span class="k">if</span> <span class="n">negative</span><span class="p">,</span> <span class="n">offset</span> <span class="kn">from</span><span class="w"> </span><span class="nn">high</span><span class="o">-</span><span class="n">mel</span><span class="o">-</span><span class="n">freq</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="o">-</span><span class="mi">500</span><span class="p">)</span>
<span class="o">--</span><span class="n">vtln</span><span class="o">-</span><span class="n">low</span> <span class="p">:</span> <span class="n">Low</span> <span class="n">inflection</span> <span class="n">point</span> <span class="ow">in</span> <span class="n">piecewise</span> <span class="n">linear</span> <span class="n">VTLN</span> <span class="n">warping</span> <span class="n">function</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">100</span><span class="p">)</span> <span class="o">--</span><span class="n">vtln</span><span class="o">-</span><span class="n">low</span> <span class="p">:</span> <span class="n">Low</span> <span class="n">inflection</span> <span class="n">point</span> <span class="ow">in</span> <span class="n">piecewise</span> <span class="n">linear</span> <span class="n">VTLN</span> <span class="n">warping</span> <span class="n">function</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">100</span><span class="p">)</span>
<span class="o">--</span><span class="n">vtln</span><span class="o">-</span><span class="nb">map</span> <span class="p">:</span> <span class="n">Map</span> <span class="kn">from</span> <span class="nn">utterance</span> <span class="ow">or</span> <span class="n">speaker</span><span class="o">-</span><span class="nb">id</span> <span class="n">to</span> <span class="n">vtln</span> <span class="n">warp</span> <span class="n">factor</span> <span class="p">(</span><span class="n">rspecifier</span><span class="p">)</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">)</span> <span class="o">--</span><span class="n">vtln</span><span class="o">-</span><span class="nb">map</span> <span class="p">:</span> <span class="n">Map</span> <span class="kn">from</span><span class="w"> </span><span class="nn">utterance</span> <span class="ow">or</span> <span class="n">speaker</span><span class="o">-</span><span class="nb">id</span> <span class="n">to</span> <span class="n">vtln</span> <span class="n">warp</span> <span class="n">factor</span> <span class="p">(</span><span class="n">rspecifier</span><span class="p">)</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
<span class="o">--</span><span class="n">vtln</span><span class="o">-</span><span class="n">warp</span> <span class="p">:</span> <span class="n">Vtln</span> <span class="n">warp</span> <span class="n">factor</span> <span class="p">(</span><span class="n">only</span> <span class="n">applicable</span> <span class="k">if</span> <span class="n">vtln</span><span class="o">-</span><span class="nb">map</span> <span class="ow">not</span> <span class="n">specified</span><span class="p">)</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span> <span class="o">--</span><span class="n">vtln</span><span class="o">-</span><span class="n">warp</span> <span class="p">:</span> <span class="n">Vtln</span> <span class="n">warp</span> <span class="n">factor</span> <span class="p">(</span><span class="n">only</span> <span class="n">applicable</span> <span class="k">if</span> <span class="n">vtln</span><span class="o">-</span><span class="nb">map</span> <span class="ow">not</span> <span class="n">specified</span><span class="p">)</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span>
<span class="o">--</span><span class="n">window</span><span class="o">-</span><span class="nb">type</span> <span class="p">:</span> <span class="n">Type</span> <span class="n">of</span> <span class="n">window</span> <span class="p">(</span><span class="s2">&quot;hamming&quot;</span><span class="o">|</span><span class="s2">&quot;hanning&quot;</span><span class="o">|</span><span class="s2">&quot;povey&quot;</span><span class="o">|</span><span class="s2">&quot;rectangular&quot;</span><span class="o">|</span><span class="s2">&quot;sine&quot;</span><span class="o">|</span><span class="s2">&quot;blackmann&quot;</span><span class="p">)</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;povey&quot;</span><span class="p">)</span> <span class="o">--</span><span class="n">window</span><span class="o">-</span><span class="nb">type</span> <span class="p">:</span> <span class="n">Type</span> <span class="n">of</span> <span class="n">window</span> <span class="p">(</span><span class="s2">&quot;hamming&quot;</span><span class="o">|</span><span class="s2">&quot;hanning&quot;</span><span class="o">|</span><span class="s2">&quot;povey&quot;</span><span class="o">|</span><span class="s2">&quot;rectangular&quot;</span><span class="o">|</span><span class="s2">&quot;sine&quot;</span><span class="o">|</span><span class="s2">&quot;blackmann&quot;</span><span class="p">)</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;povey&quot;</span><span class="p">)</span>
<span class="o">--</span><span class="n">write</span><span class="o">-</span><span class="n">utt2dur</span> <span class="p">:</span> <span class="n">Wspecifier</span> <span class="n">to</span> <span class="n">write</span> <span class="n">duration</span> <span class="n">of</span> <span class="n">each</span> <span class="n">utterance</span> <span class="ow">in</span> <span class="n">seconds</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">g</span><span class="o">.</span> <span class="s1">&#39;ark,t:utt2dur&#39;</span><span class="o">.</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">)</span> <span class="o">--</span><span class="n">write</span><span class="o">-</span><span class="n">utt2dur</span> <span class="p">:</span> <span class="n">Wspecifier</span> <span class="n">to</span> <span class="n">write</span> <span class="n">duration</span> <span class="n">of</span> <span class="n">each</span> <span class="n">utterance</span> <span class="ow">in</span> <span class="n">seconds</span><span class="p">,</span> <span class="n">e</span><span class="o">.</span><span class="n">g</span><span class="o">.</span> <span class="s1">&#39;ark,t:utt2dur&#39;</span><span class="o">.</span> <span class="p">(</span><span class="n">string</span><span class="p">,</span> <span class="n">default</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">)</span>
@ -241,14 +241,14 @@ demonstrate the usage of <a class="reference external" href="https://github.com/
<span class="c1"># Copyright (c) 2021 Xiaomi Corporation (authors: Fangjun Kuang)</span> <span class="c1"># Copyright (c) 2021 Xiaomi Corporation (authors: Fangjun Kuang)</span>
<span class="kn">import</span> <span class="nn">pickle</span> <span class="kn">import</span><span class="w"> </span><span class="nn">pickle</span>
<span class="kn">import</span> <span class="nn">torch</span> <span class="kn">import</span><span class="w"> </span><span class="nn">torch</span>
<span class="kn">import</span> <span class="nn">kaldifeat</span> <span class="kn">import</span><span class="w"> </span><span class="nn">kaldifeat</span>
<span class="k">def</span> <span class="nf">test_default</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">test_default</span><span class="p">():</span>
<span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span> <span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span>
<span class="nb">print</span><span class="p">(</span><span class="n">opts</span><span class="p">)</span> <span class="nb">print</span><span class="p">(</span><span class="n">opts</span><span class="p">)</span>
<span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">frame_opts</span><span class="o">.</span><span class="n">samp_freq</span> <span class="o">==</span> <span class="mi">16000</span> <span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">frame_opts</span><span class="o">.</span><span class="n">samp_freq</span> <span class="o">==</span> <span class="mi">16000</span>
@ -279,7 +279,7 @@ demonstrate the usage of <a class="reference external" href="https://github.com/
<span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">device</span><span class="o">.</span><span class="n">type</span> <span class="o">==</span> <span class="s2">&quot;cpu&quot;</span> <span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">device</span><span class="o">.</span><span class="n">type</span> <span class="o">==</span> <span class="s2">&quot;cpu&quot;</span>
<span class="k">def</span> <span class="nf">test_set_get</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">test_set_get</span><span class="p">():</span>
<span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span> <span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span>
<span class="n">opts</span><span class="o">.</span><span class="n">use_energy</span> <span class="o">=</span> <span class="kc">True</span> <span class="n">opts</span><span class="o">.</span><span class="n">use_energy</span> <span class="o">=</span> <span class="kc">True</span>
<span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">use_energy</span> <span class="ow">is</span> <span class="kc">True</span> <span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">use_energy</span> <span class="ow">is</span> <span class="kc">True</span>
@ -304,7 +304,7 @@ demonstrate the usage of <a class="reference external" href="https://github.com/
<span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">device</span><span class="o">.</span><span class="n">index</span> <span class="o">==</span> <span class="mi">1</span> <span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">device</span><span class="o">.</span><span class="n">index</span> <span class="o">==</span> <span class="mi">1</span>
<span class="k">def</span> <span class="nf">test_set_get_frame_opts</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">test_set_get_frame_opts</span><span class="p">():</span>
<span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span> <span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span>
<span class="n">opts</span><span class="o">.</span><span class="n">frame_opts</span><span class="o">.</span><span class="n">samp_freq</span> <span class="o">=</span> <span class="mi">44100</span> <span class="n">opts</span><span class="o">.</span><span class="n">frame_opts</span><span class="o">.</span><span class="n">samp_freq</span> <span class="o">=</span> <span class="mi">44100</span>
@ -338,7 +338,7 @@ demonstrate the usage of <a class="reference external" href="https://github.com/
<span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">frame_opts</span><span class="o">.</span><span class="n">snip_edges</span> <span class="ow">is</span> <span class="kc">False</span> <span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">frame_opts</span><span class="o">.</span><span class="n">snip_edges</span> <span class="ow">is</span> <span class="kc">False</span>
<span class="k">def</span> <span class="nf">test_set_get_mel_opts</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">test_set_get_mel_opts</span><span class="p">():</span>
<span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span> <span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span>
<span class="n">opts</span><span class="o">.</span><span class="n">mel_opts</span><span class="o">.</span><span class="n">num_bins</span> <span class="o">=</span> <span class="mi">100</span> <span class="n">opts</span><span class="o">.</span><span class="n">mel_opts</span><span class="o">.</span><span class="n">num_bins</span> <span class="o">=</span> <span class="mi">100</span>
@ -363,14 +363,14 @@ demonstrate the usage of <a class="reference external" href="https://github.com/
<span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">mel_opts</span><span class="o">.</span><span class="n">htk_mode</span> <span class="ow">is</span> <span class="kc">True</span> <span class="k">assert</span> <span class="n">opts</span><span class="o">.</span><span class="n">mel_opts</span><span class="o">.</span><span class="n">htk_mode</span> <span class="ow">is</span> <span class="kc">True</span>
<span class="k">def</span> <span class="nf">test_from_empty_dict</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">test_from_empty_dict</span><span class="p">():</span>
<span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="o">.</span><span class="n">from_dict</span><span class="p">({})</span> <span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="o">.</span><span class="n">from_dict</span><span class="p">({})</span>
<span class="n">opts2</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span> <span class="n">opts2</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span>
<span class="k">assert</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts</span><span class="p">)</span> <span class="o">==</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts2</span><span class="p">)</span> <span class="k">assert</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts</span><span class="p">)</span> <span class="o">==</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts2</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">test_from_dict_partial</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">test_from_dict_partial</span><span class="p">():</span>
<span class="n">d</span> <span class="o">=</span> <span class="p">{</span> <span class="n">d</span> <span class="o">=</span> <span class="p">{</span>
<span class="s2">&quot;energy_floor&quot;</span><span class="p">:</span> <span class="mf">10.5</span><span class="p">,</span> <span class="s2">&quot;energy_floor&quot;</span><span class="p">:</span> <span class="mf">10.5</span><span class="p">,</span>
<span class="s2">&quot;htk_compat&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s2">&quot;htk_compat&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>
@ -388,7 +388,7 @@ demonstrate the usage of <a class="reference external" href="https://github.com/
<span class="k">assert</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts</span><span class="o">.</span><span class="n">mel_opts</span><span class="p">)</span> <span class="o">==</span> <span class="nb">str</span><span class="p">(</span><span class="n">mel_opts</span><span class="p">)</span> <span class="k">assert</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts</span><span class="o">.</span><span class="n">mel_opts</span><span class="p">)</span> <span class="o">==</span> <span class="nb">str</span><span class="p">(</span><span class="n">mel_opts</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">test_from_dict_full_and_as_dict</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">test_from_dict_full_and_as_dict</span><span class="p">():</span>
<span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span> <span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span>
<span class="n">opts</span><span class="o">.</span><span class="n">htk_compat</span> <span class="o">=</span> <span class="kc">True</span> <span class="n">opts</span><span class="o">.</span><span class="n">htk_compat</span> <span class="o">=</span> <span class="kc">True</span>
<span class="n">opts</span><span class="o">.</span><span class="n">mel_opts</span><span class="o">.</span><span class="n">num_bins</span> <span class="o">=</span> <span class="mi">80</span> <span class="n">opts</span><span class="o">.</span><span class="n">mel_opts</span><span class="o">.</span><span class="n">num_bins</span> <span class="o">=</span> <span class="mi">80</span>
@ -417,7 +417,7 @@ demonstrate the usage of <a class="reference external" href="https://github.com/
<span class="k">assert</span> <span class="n">opts3</span><span class="o">.</span><span class="n">device</span> <span class="o">==</span> <span class="n">torch</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s2">&quot;cuda&quot;</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> <span class="k">assert</span> <span class="n">opts3</span><span class="o">.</span><span class="n">device</span> <span class="o">==</span> <span class="n">torch</span><span class="o">.</span><span class="n">device</span><span class="p">(</span><span class="s2">&quot;cuda&quot;</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">test_pickle</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">test_pickle</span><span class="p">():</span>
<span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span> <span class="n">opts</span> <span class="o">=</span> <span class="n">kaldifeat</span><span class="o">.</span><span class="n">FbankOptions</span><span class="p">()</span>
<span class="n">opts</span><span class="o">.</span><span class="n">use_energy</span> <span class="o">=</span> <span class="kc">True</span> <span class="n">opts</span><span class="o">.</span><span class="n">use_energy</span> <span class="o">=</span> <span class="kc">True</span>
<span class="n">opts</span><span class="o">.</span><span class="n">use_power</span> <span class="o">=</span> <span class="kc">False</span> <span class="n">opts</span><span class="o">.</span><span class="n">use_power</span> <span class="o">=</span> <span class="kc">False</span>
@ -432,7 +432,7 @@ demonstrate the usage of <a class="reference external" href="https://github.com/
<span class="k">assert</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts</span><span class="p">)</span> <span class="o">==</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts2</span><span class="p">)</span> <span class="k">assert</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts</span><span class="p">)</span> <span class="o">==</span> <span class="nb">str</span><span class="p">(</span><span class="n">opts2</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">main</span><span class="p">():</span> <span class="k">def</span><span class="w"> </span><span class="nf">main</span><span class="p">():</span>
<span class="n">test_default</span><span class="p">()</span> <span class="n">test_default</span><span class="p">()</span>
<span class="n">test_set_get</span><span class="p">()</span> <span class="n">test_set_get</span><span class="p">()</span>
<span class="n">test_set_get_frame_opts</span><span class="p">()</span> <span class="n">test_set_get_frame_opts</span><span class="p">()</span>