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66
_static/pygments.css
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Follow the code style &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Contributing to Documentation &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>How to create a recipe &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Contributing &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>LODR for RNN Transducer &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
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decoding-with-langugage-models/index.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Decoding with language models &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>LM rescoring for Transducer &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Shallow fusion for Transducer &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Docker &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Introduction &mdash; icefall 0.1 documentation</title>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Frequently Asked Questions (FAQs) &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="_static/css/theme.css?v=e59714d7" />
@ -125,15 +125,15 @@ the correct command is:</p>
<p>The error log is:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">Traceback</span> <span class="p">(</span><span class="n">most</span> <span class="n">recent</span> <span class="n">call</span> <span class="n">last</span><span class="p">):</span>
<span class="n">File</span> <span class="s2">&quot;./tdnn/train.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">14</span><span class="p">,</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
<span class="kn">from</span> <span class="nn">asr_datamodule</span> <span class="kn">import</span> <span class="n">YesNoAsrDataModule</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">asr_datamodule</span><span class="w"> </span><span class="kn">import</span> <span class="n">YesNoAsrDataModule</span>
<span class="n">File</span> <span class="s2">&quot;/home/xxx/code/next-gen-kaldi/icefall/egs/yesno/ASR/tdnn/asr_datamodule.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">34</span><span class="p">,</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
<span class="kn">from</span> <span class="nn">icefall.dataset.datamodule</span> <span class="kn">import</span> <span class="n">DataModule</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">icefall.dataset.datamodule</span><span class="w"> </span><span class="kn">import</span> <span class="n">DataModule</span>
<span class="n">File</span> <span class="s2">&quot;/home/xxx/code/next-gen-kaldi/icefall/icefall/__init__.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">3</span><span class="p">,</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
<span class="kn">from</span> <span class="nn">.</span> <span class="kn">import</span> <span class="p">(</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="w"> </span><span class="kn">import</span> <span class="p">(</span>
<span class="n">File</span> <span class="s2">&quot;/home/xxx/code/next-gen-kaldi/icefall/icefall/decode.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">23</span><span class="p">,</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
<span class="kn">from</span> <span class="nn">icefall.utils</span> <span class="kn">import</span> <span class="n">add_eos</span><span class="p">,</span> <span class="n">add_sos</span><span class="p">,</span> <span class="n">get_texts</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">icefall.utils</span><span class="w"> </span><span class="kn">import</span> <span class="n">add_eos</span><span class="p">,</span> <span class="n">add_sos</span><span class="p">,</span> <span class="n">get_texts</span>
<span class="n">File</span> <span class="s2">&quot;/home/xxx/code/next-gen-kaldi/icefall/icefall/utils.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">39</span><span class="p">,</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
<span class="kn">from</span> <span class="nn">torch.utils.tensorboard</span> <span class="kn">import</span> <span class="n">SummaryWriter</span>
<span class="kn">from</span><span class="w"> </span><span class="nn">torch.utils.tensorboard</span><span class="w"> </span><span class="kn">import</span> <span class="n">SummaryWriter</span>
<span class="n">File</span> <span class="s2">&quot;/home/xxx/tool/miniconda3/envs/yyy/lib/python3.8/site-packages/torch/utils/tensorboard/__init__.py&quot;</span><span class="p">,</span> <span class="n">line</span> <span class="mi">4</span><span class="p">,</span> <span class="ow">in</span> <span class="o">&lt;</span><span class="n">module</span><span class="o">&gt;</span>
<span class="n">LooseVersion</span> <span class="o">=</span> <span class="n">distutils</span><span class="o">.</span><span class="n">version</span><span class="o">.</span><span class="n">LooseVersion</span>
<span class="ne">AttributeError</span><span class="p">:</span> <span class="n">module</span> <span class="s1">&#39;distutils&#39;</span> <span class="n">has</span> <span class="n">no</span> <span class="n">attribute</span> <span class="s1">&#39;version&#39;</span>

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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Data Preparation &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=e59714d7" />

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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Decoding &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=e59714d7" />

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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Environment setup &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=e59714d7" />

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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Icefall for dummies tutorial &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=e59714d7" />

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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Model Export &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../_static/css/theme.css?v=e59714d7" />
@ -133,7 +133,7 @@
</div>
<p>We can see from the logs that the exported model is saved to the file <code class="docutils literal notranslate"><span class="pre">tdnn/exp/pretrained.pt</span></code>.</p>
<p>To give you an idea of what <code class="docutils literal notranslate"><span class="pre">tdnn/exp/pretrained.pt</span></code> contains, we can use the following command:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span> <span class="nn">torch</span>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">import</span><span class="w"> </span><span class="nn">torch</span>
<span class="gp">&gt;&gt;&gt; </span><span class="n">m</span> <span class="o">=</span> <span class="n">torch</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s2">&quot;tdnn/exp/pretrained.pt&quot;</span><span class="p">)</span>
<span class="gp">&gt;&gt;&gt; </span><span class="nb">list</span><span class="p">(</span><span class="n">m</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span>
<span class="go">[&#39;model&#39;]</span>

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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Training &mdash; icefall 0.1 documentation</title>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Two approaches &mdash; icefall 0.1 documentation</title>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>FST-based forced alignment &mdash; icefall 0.1 documentation</title>
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>k2-based forced alignment &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Kaldi-based forced alignment &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
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@ -125,7 +125,7 @@ for <strong>FST-based</strong> <code class="docutils literal notranslate"><span
<h2>Get the test data<a class="headerlink" href="#get-the-test-data" title="Permalink to this heading"></a></h2>
<p>We use the test wave
from <a class="reference external" href="https://pytorch.org/audio/main/tutorials/ctc_forced_alignment_api_tutorial.html">CTC FORCED ALIGNMENT API TUTORIAL</a></p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">torchaudio</span>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">torchaudio</span>
<span class="c1"># Download test wave</span>
<span class="n">speech_file</span> <span class="o">=</span> <span class="n">torchaudio</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">download_asset</span><span class="p">(</span><span class="s2">&quot;tutorial-assets/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav&quot;</span><span class="p">)</span>
@ -163,7 +163,7 @@ from <a class="reference external" href="https://pytorch.org/audio/main/tutorial
</tr>
</table><p>We use the test model
from <a class="reference external" href="https://pytorch.org/audio/main/tutorials/ctc_forced_alignment_api_tutorial.html">CTC FORCED ALIGNMENT API TUTORIAL</a></p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">torch</span>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">torch</span>
<span class="n">bundle</span> <span class="o">=</span> <span class="n">torchaudio</span><span class="o">.</span><span class="n">pipelines</span><span class="o">.</span><span class="n">MMS_FA</span>
@ -225,7 +225,7 @@ from <a class="reference external" href="https://pytorch.org/audio/main/tutorial
<p class="admonition-title">Caution</p>
<p><code class="docutils literal notranslate"><span class="pre">words.txt</span></code> contains only words from the transcript of the test wave.</p>
</div>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">prepare_lang</span> <span class="kn">import</span> <span class="n">add_disambig_symbols</span>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">prepare_lang</span><span class="w"> </span><span class="kn">import</span> <span class="n">add_disambig_symbols</span>
<span class="n">lexicon</span> <span class="o">=</span> <span class="p">[(</span><span class="n">w</span><span class="p">,</span> <span class="nb">list</span><span class="p">(</span><span class="n">w</span><span class="p">))</span> <span class="k">for</span> <span class="n">w</span> <span class="ow">in</span> <span class="n">word2id</span> <span class="k">if</span> <span class="n">w</span> <span class="o">!=</span> <span class="s2">&quot;eps&quot;</span><span class="p">]</span>
<span class="n">lexicon_disambig</span><span class="p">,</span> <span class="n">max_disambig_id</span> <span class="o">=</span> <span class="n">add_disambig_symbols</span><span class="p">(</span><span class="n">lexicon</span><span class="p">)</span>
@ -347,10 +347,10 @@ use <code class="docutils literal notranslate"><span class="pre">HL.fst</span></
<section id="force-aligner">
<h2>Force aligner<a class="headerlink" href="#force-aligner" title="Permalink to this heading"></a></h2>
<p>Now, everything is ready. We can use the following code to get forced alignments.</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">kaldi_decoder</span> <span class="kn">import</span> <span class="n">DecodableCtc</span><span class="p">,</span> <span class="n">FasterDecoder</span><span class="p">,</span> <span class="n">FasterDecoderOptions</span>
<span class="kn">import</span> <span class="nn">kaldifst</span>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">kaldi_decoder</span><span class="w"> </span><span class="kn">import</span> <span class="n">DecodableCtc</span><span class="p">,</span> <span class="n">FasterDecoder</span><span class="p">,</span> <span class="n">FasterDecoderOptions</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">kaldifst</span>
<span class="k">def</span> <span class="nf">force_align</span><span class="p">():</span>
<span class="k">def</span><span class="w"> </span><span class="nf">force_align</span><span class="p">():</span>
<span class="n">HL</span> <span class="o">=</span> <span class="n">kaldifst</span><span class="o">.</span><span class="n">StdVectorFst</span><span class="o">.</span><span class="n">read</span><span class="p">(</span><span class="s2">&quot;./HL.fst&quot;</span><span class="p">)</span>
<span class="n">decodable</span> <span class="o">=</span> <span class="n">DecodableCtc</span><span class="p">(</span><span class="n">emission</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">contiguous</span><span class="p">()</span><span class="o">.</span><span class="n">cpu</span><span class="p">()</span><span class="o">.</span><span class="n">numpy</span><span class="p">())</span>
<span class="n">decoder_opts</span> <span class="o">=</span> <span class="n">FasterDecoderOptions</span><span class="p">(</span><span class="n">max_active</span><span class="o">=</span><span class="mi">3000</span><span class="p">)</span>
@ -557,7 +557,7 @@ use <code class="docutils literal notranslate"><span class="pre">HL.fst</span></
</pre></div>
</div>
<p>To merge tokens, we use:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">icefall.ctc</span> <span class="kn">import</span> <span class="n">merge_tokens</span>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">icefall.ctc</span><span class="w"> </span><span class="kn">import</span> <span class="n">merge_tokens</span>
<span class="n">token_spans</span> <span class="o">=</span> <span class="n">merge_tokens</span><span class="p">(</span><span class="n">alignment</span><span class="p">)</span>
<span class="k">for</span> <span class="n">span</span> <span class="ow">in</span> <span class="n">token_spans</span><span class="p">:</span>
<span class="nb">print</span><span class="p">(</span><span class="n">id2token</span><span class="p">[</span><span class="n">span</span><span class="o">.</span><span class="n">token</span><span class="p">],</span> <span class="n">span</span><span class="o">.</span><span class="n">start</span><span class="p">,</span> <span class="n">span</span><span class="o">.</span><span class="n">end</span><span class="p">)</span>
@ -608,7 +608,7 @@ from <a class="reference external" href="https://pytorch.org/audio/main/tutorial
</section>
<section id="segment-each-word-using-the-computed-alignments">
<h2>Segment each word using the computed alignments<a class="headerlink" href="#segment-each-word-using-the-computed-alignments" title="Permalink to this heading"></a></h2>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">unflatten</span><span class="p">(</span><span class="n">list_</span><span class="p">,</span> <span class="n">lengths</span><span class="p">):</span>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span><span class="w"> </span><span class="nf">unflatten</span><span class="p">(</span><span class="n">list_</span><span class="p">,</span> <span class="n">lengths</span><span class="p">):</span>
<span class="k">assert</span> <span class="nb">len</span><span class="p">(</span><span class="n">list_</span><span class="p">)</span> <span class="o">==</span> <span class="nb">sum</span><span class="p">(</span><span class="n">lengths</span><span class="p">)</span>
<span class="n">i</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">ret</span> <span class="o">=</span> <span class="p">[]</span>
@ -635,7 +635,7 @@ from <a class="reference external" href="https://pytorch.org/audio/main/tutorial
<span class="p">]</span>
</pre></div>
</div>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">preview_word</span><span class="p">(</span><span class="n">waveform</span><span class="p">,</span> <span class="n">spans</span><span class="p">,</span> <span class="n">num_frames</span><span class="p">,</span> <span class="n">transcript</span><span class="p">,</span> <span class="n">sample_rate</span><span class="o">=</span><span class="n">bundle</span><span class="o">.</span><span class="n">sample_rate</span><span class="p">):</span>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">def</span><span class="w"> </span><span class="nf">preview_word</span><span class="p">(</span><span class="n">waveform</span><span class="p">,</span> <span class="n">spans</span><span class="p">,</span> <span class="n">num_frames</span><span class="p">,</span> <span class="n">transcript</span><span class="p">,</span> <span class="n">sample_rate</span><span class="o">=</span><span class="n">bundle</span><span class="o">.</span><span class="n">sample_rate</span><span class="p">):</span>
<span class="n">ratio</span> <span class="o">=</span> <span class="n">waveform</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="n">num_frames</span>
<span class="n">x0</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">ratio</span> <span class="o">*</span> <span class="n">spans</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">start</span><span class="p">)</span>
<span class="n">x1</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">ratio</span> <span class="o">*</span> <span class="n">spans</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">end</span><span class="p">)</span>

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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Index &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
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<title>Huggingface &mdash; icefall 0.1 documentation</title>
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<title>Pre-trained models &mdash; icefall 0.1 documentation</title>
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<title>Huggingface spaces &mdash; icefall 0.1 documentation</title>
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<title>Icefall &mdash; icefall 0.1 documentation</title>
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<title>Installation &mdash; icefall 0.1 documentation</title>
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<title>Export model.state_dict() &mdash; icefall 0.1 documentation</title>
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@ -292,7 +292,7 @@ and select the best combination with with <code class="docutils literal notransl
<span class="mi">512</span><span class="p">,</span> <span class="s1">&#39;nhead&#39;</span><span class="p">:</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">&#39;dim_feedforward&#39;</span><span class="p">:</span> <span class="mi">2048</span><span class="p">,</span> <span class="s1">&#39;num_encoder_layers&#39;</span><span class="p">:</span> <span class="mi">12</span><span class="p">,</span> <span class="s1">&#39;cnn_module_kernel&#39;</span><span class="p">:</span> <span class="mi">31</span><span class="p">,</span> <span class="s1">&#39;left_context_length&#39;</span><span class="p">:</span> <span class="mi">32</span><span class="p">,</span> <span class="s1">&#39;chunk_length&#39;</span>
<span class="p">:</span> <span class="mi">32</span><span class="p">,</span> <span class="s1">&#39;right_context_length&#39;</span><span class="p">:</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">&#39;memory_size&#39;</span><span class="p">:</span> <span class="mi">32</span><span class="p">,</span> <span class="s1">&#39;blank_id&#39;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span> <span class="s1">&#39;vocab_size&#39;</span><span class="p">:</span> <span class="mi">500</span><span class="p">}</span>
<span class="mi">2023</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">11</span> <span class="mi">12</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mi">38</span><span class="p">,</span><span class="mi">681</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">export</span><span class="o">-</span><span class="k">for</span><span class="o">-</span><span class="n">ncnn</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">231</span><span class="p">]</span> <span class="n">About</span> <span class="n">to</span> <span class="n">create</span> <span class="n">model</span>
<span class="mi">2023</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">11</span> <span class="mi">12</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mi">40</span><span class="p">,</span><span class="mi">053</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">checkpoint</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">112</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">checkpoint</span> <span class="kn">from</span> <span class="nn">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conv</span><span class="o">-</span><span class="n">emformer</span><span class="o">-</span><span class="n">transducer</span><span class="o">-</span><span class="n">stateless2</span><span class="o">-</span><span class="mi">2</span>
<span class="mi">2023</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">11</span> <span class="mi">12</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mi">40</span><span class="p">,</span><span class="mi">053</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">checkpoint</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">112</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">checkpoint</span> <span class="kn">from</span><span class="w"> </span><span class="nn">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conv</span><span class="o">-</span><span class="n">emformer</span><span class="o">-</span><span class="n">transducer</span><span class="o">-</span><span class="n">stateless2</span><span class="o">-</span><span class="mi">2</span>
<span class="mi">022</span><span class="o">-</span><span class="mi">07</span><span class="o">-</span><span class="mi">05</span><span class="o">/</span><span class="n">exp</span><span class="o">/</span><span class="n">epoch</span><span class="o">-</span><span class="mf">30.</span><span class="n">pt</span>
<span class="mi">2023</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">11</span> <span class="mi">12</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mi">40</span><span class="p">,</span><span class="mi">708</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">export</span><span class="o">-</span><span class="k">for</span><span class="o">-</span><span class="n">ncnn</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">315</span><span class="p">]</span> <span class="n">Number</span> <span class="n">of</span> <span class="n">model</span> <span class="n">parameters</span><span class="p">:</span> <span class="mi">75490012</span>
<span class="mi">2023</span><span class="o">-</span><span class="mi">01</span><span class="o">-</span><span class="mi">11</span> <span class="mi">12</span><span class="p">:</span><span class="mi">15</span><span class="p">:</span><span class="mi">41</span><span class="p">,</span><span class="mi">681</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">export</span><span class="o">-</span><span class="k">for</span><span class="o">-</span><span class="n">ncnn</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">318</span><span class="p">]</span> <span class="n">Using</span> <span class="n">torch</span><span class="o">.</span><span class="n">jit</span><span class="o">.</span><span class="n">trace</span><span class="p">()</span>

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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Export model with torch.jit.script() &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=03e43079" />
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model-export/export-with-torch-jit-trace.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Export model with torch.jit.trace() &mdash; icefall 0.1 documentation</title>
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model-export/index.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Model export &mdash; icefall 0.1 documentation</title>
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recipes/Finetune/adapter/finetune_adapter.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Finetune from a pre-trained Zipformer model with adapters &mdash; icefall 0.1 documentation</title>
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recipes/Finetune/from_supervised/finetune_zipformer.html
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<title>Finetune from a supervised pre-trained Zipformer model &mdash; icefall 0.1 documentation</title>
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recipes/Finetune/index.html
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Fine-tune a pre-trained model &mdash; icefall 0.1 documentation</title>
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recipes/Non-streaming-ASR/aishell/conformer_ctc.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Conformer CTC &mdash; icefall 0.1 documentation</title>
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@ -624,7 +624,7 @@ $<span class="w"> </span>./conformer_ctc/pretrained.py<span class="w"> </span><s
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">47</span><span class="p">,</span><span class="mi">651</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">259</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">47</span><span class="p">,</span><span class="mi">654</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">269</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_aishell_conformer_ctc/test_waves/BAC009S0764W0121.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_aishell_conformer_ctc/test_waves/BAC009S0764W0122.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_aishell_conformer_ctc/test_waves/BAC009S0764W0123.wav&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">47</span><span class="p">,</span><span class="mi">659</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">275</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">47</span><span class="p">,</span><span class="mi">752</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">321</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_aishell_conformer_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_char</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">47</span><span class="p">,</span><span class="mi">752</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">321</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_aishell_conformer_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_char</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">887</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">340</span><span class="p">]</span> <span class="n">Use</span> <span class="n">HLG</span> <span class="n">decoding</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">52</span><span class="p">,</span><span class="mi">102</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">370</span><span class="p">]</span>
<span class="o">./</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_aishell_conformer_ctc</span><span class="o">/</span><span class="n">test_waves</span><span class="o">/</span><span class="n">BAC009S0764W0121</span><span class="o">.</span><span class="n">wav</span><span class="p">:</span>
@ -664,7 +664,7 @@ $<span class="w"> </span>./conformer_ctc/pretrained.py<span class="w"> </span><s
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">42</span><span class="p">:</span><span class="mi">16</span><span class="p">,</span><span class="mi">821</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">259</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">42</span><span class="p">:</span><span class="mi">16</span><span class="p">,</span><span class="mi">822</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">269</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_aishell_conformer_ctc/test_waves/BAC009S0764W0121.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_aishell_conformer_ctc/test_waves/BAC009S0764W0122.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_aishell_conformer_ctc/test_waves/BAC009S0764W0123.wav&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">42</span><span class="p">:</span><span class="mi">16</span><span class="p">,</span><span class="mi">826</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">275</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">42</span><span class="p">:</span><span class="mi">16</span><span class="p">,</span><span class="mi">916</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">321</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_aishell_conformer_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_char</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">42</span><span class="p">:</span><span class="mi">16</span><span class="p">,</span><span class="mi">916</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">321</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_aishell_conformer_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_char</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">42</span><span class="p">:</span><span class="mi">21</span><span class="p">,</span><span class="mi">115</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">345</span><span class="p">]</span> <span class="n">Use</span> <span class="n">HLG</span> <span class="o">+</span> <span class="n">attention</span> <span class="n">decoder</span> <span class="n">rescoring</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">18</span> <span class="mi">07</span><span class="p">:</span><span class="mi">42</span><span class="p">:</span><span class="mi">21</span><span class="p">,</span><span class="mi">888</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">370</span><span class="p">]</span>
<span class="o">./</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_aishell_conformer_ctc</span><span class="o">/</span><span class="n">test_waves</span><span class="o">/</span><span class="n">BAC009S0764W0121</span><span class="o">.</span><span class="n">wav</span><span class="p">:</span>

2
recipes/Non-streaming-ASR/aishell/index.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>aishell &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
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2
recipes/Non-streaming-ASR/aishell/stateless_transducer.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Stateless Transducer &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
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4
recipes/Non-streaming-ASR/aishell/tdnn_lstm_ctc.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>TDNN-LSTM CTC &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
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@ -559,7 +559,7 @@ $<span class="w"> </span>./tdnn_lstm_ctc/pretrained.py<span class="w"> </span><s
<p>The output is given below:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mi">13</span> <span class="mi">15</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">55</span><span class="p">,</span><span class="mi">858</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">140</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cuda</span><span class="p">:</span><span class="mi">0</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mi">13</span> <span class="mi">15</span><span class="p">:</span><span class="mi">00</span><span class="p">:</span><span class="mi">55</span><span class="p">,</span><span class="mi">858</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">142</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mi">13</span> <span class="mi">15</span><span class="p">:</span><span class="mi">01</span><span class="p">:</span><span class="mi">05</span><span class="p">,</span><span class="mi">389</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">154</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_aishell_tdnn_lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mi">13</span> <span class="mi">15</span><span class="p">:</span><span class="mi">01</span><span class="p">:</span><span class="mi">05</span><span class="p">,</span><span class="mi">389</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">154</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_aishell_tdnn_lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mi">13</span> <span class="mi">15</span><span class="p">:</span><span class="mi">01</span><span class="p">:</span><span class="mi">06</span><span class="p">,</span><span class="mi">531</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">161</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mi">13</span> <span class="mi">15</span><span class="p">:</span><span class="mi">01</span><span class="p">:</span><span class="mi">06</span><span class="p">,</span><span class="mi">536</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">171</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_aishell_tdnn_lstm_ctc/test_waves/BAC009S0764W0121.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_aishell_tdnn_lstm_ctc/test_waves/BAC009S0764W0122.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_aishell_tdnn_lstm_ctc/test_waves/BAC009S0764W0123.wav&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">09</span><span class="o">-</span><span class="mi">13</span> <span class="mi">15</span><span class="p">:</span><span class="mi">01</span><span class="p">:</span><span class="mi">06</span><span class="p">,</span><span class="mi">539</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">177</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>

2
recipes/Non-streaming-ASR/index.html
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@ -7,7 +7,7 @@
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Conformer CTC &mdash; icefall 0.1 documentation</title>
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@ -733,7 +733,7 @@ $<span class="w"> </span>./conformer_ctc/pretrained.py<span class="w"> </span><s
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">33</span><span class="p">:</span><span class="mi">09</span><span class="p">,</span><span class="mi">775</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">285</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">33</span><span class="p">:</span><span class="mi">09</span><span class="p">,</span><span class="mi">776</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">295</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1089-134686-0001.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1221-135766-0001.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1221-135766-0002.wav&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">33</span><span class="p">:</span><span class="mi">09</span><span class="p">,</span><span class="mi">881</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">301</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">33</span><span class="p">:</span><span class="mi">09</span><span class="p">,</span><span class="mi">951</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">352</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_bpe_500</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">33</span><span class="p">:</span><span class="mi">09</span><span class="p">,</span><span class="mi">951</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">352</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_bpe_500</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">33</span><span class="p">:</span><span class="mi">13</span><span class="p">,</span><span class="mi">234</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">384</span><span class="p">]</span> <span class="n">Use</span> <span class="n">HLG</span> <span class="n">decoding</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">33</span><span class="p">:</span><span class="mi">13</span><span class="p">,</span><span class="mi">571</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">425</span><span class="p">]</span>
<span class="o">./</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">test_wavs</span><span class="o">/</span><span class="mi">1089</span><span class="o">-</span><span class="mi">134686</span><span class="o">-</span><span class="mf">0001.</span><span class="n">wav</span><span class="p">:</span>
@ -775,8 +775,8 @@ path of the rescored lattice is the decoding result.</p>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">01</span><span class="p">,</span><span class="mi">979</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">285</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">01</span><span class="p">,</span><span class="mi">980</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">295</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1089-134686-0001.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1221-135766-0001.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1221-135766-0002.wav&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">02</span><span class="p">,</span><span class="mi">055</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">301</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">02</span><span class="p">,</span><span class="mi">117</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">352</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_bpe_500</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">05</span><span class="p">,</span><span class="mi">051</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">363</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">02</span><span class="p">,</span><span class="mi">117</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">352</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_bpe_500</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">05</span><span class="p">,</span><span class="mi">051</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">363</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">18</span><span class="p">,</span><span class="mi">959</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">389</span><span class="p">]</span> <span class="n">Use</span> <span class="n">HLG</span> <span class="n">decoding</span> <span class="o">+</span> <span class="n">LM</span> <span class="n">rescoring</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">40</span><span class="p">:</span><span class="mi">19</span><span class="p">,</span><span class="mi">546</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">425</span><span class="p">]</span>
<span class="o">./</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">test_wavs</span><span class="o">/</span><span class="mi">1089</span><span class="o">-</span><span class="mi">134686</span><span class="o">-</span><span class="mf">0001.</span><span class="n">wav</span><span class="p">:</span>
@ -824,8 +824,8 @@ $<span class="w"> </span>./conformer_ctc/pretrained.py<span class="w"> </span><s
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">43</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">833</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">285</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">43</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">834</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">295</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1089-134686-0001.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1221-135766-0001.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./icefall-asr-librispeech-conformer-ctc-jit-bpe-500-2021-11-09/test_wavs/1221-135766-0002.wav&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">43</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">915</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">301</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">43</span><span class="p">:</span><span class="mi">52</span><span class="p">,</span><span class="mi">076</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">352</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_bpe_500</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">43</span><span class="p">:</span><span class="mi">55</span><span class="p">,</span><span class="mi">110</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">363</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">43</span><span class="p">:</span><span class="mi">52</span><span class="p">,</span><span class="mi">076</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">352</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_bpe_500</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">43</span><span class="p">:</span><span class="mi">55</span><span class="p">,</span><span class="mi">110</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">363</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">44</span><span class="p">:</span><span class="mi">09</span><span class="p">,</span><span class="mi">329</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">397</span><span class="p">]</span> <span class="n">Use</span> <span class="n">HLG</span> <span class="o">+</span> <span class="n">LM</span> <span class="n">rescoring</span> <span class="o">+</span> <span class="n">attention</span> <span class="n">decoder</span> <span class="n">rescoring</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">10</span> <span class="mi">13</span><span class="p">:</span><span class="mi">44</span><span class="p">:</span><span class="mi">10</span><span class="p">,</span><span class="mi">192</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">425</span><span class="p">]</span>
<span class="o">./</span><span class="n">icefall</span><span class="o">-</span><span class="n">asr</span><span class="o">-</span><span class="n">librispeech</span><span class="o">-</span><span class="n">conformer</span><span class="o">-</span><span class="n">ctc</span><span class="o">-</span><span class="n">jit</span><span class="o">-</span><span class="n">bpe</span><span class="o">-</span><span class="mi">500</span><span class="o">-</span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">09</span><span class="o">/</span><span class="n">test_wavs</span><span class="o">/</span><span class="mi">1089</span><span class="o">-</span><span class="mi">134686</span><span class="o">-</span><span class="mf">0001.</span><span class="n">wav</span><span class="p">:</span>

2
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Distillation with HuBERT &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>LibriSpeech &mdash; icefall 0.1 documentation</title>
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Pruned transducer statelessX &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>TDNN-LSTM-CTC &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
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<link rel="stylesheet" type="text/css" href="../../../_static/css/theme.css?v=e59714d7" />
@ -404,7 +404,7 @@ $<span class="w"> </span>./tdnn_lstm_ctc/pretrained.py<span class="w"> </span>--
<p>The output is:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">57</span><span class="p">:</span><span class="mi">13</span><span class="p">,</span><span class="mi">315</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">168</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cuda</span><span class="p">:</span><span class="mi">0</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">57</span><span class="p">:</span><span class="mi">13</span><span class="p">,</span><span class="mi">315</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">170</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">57</span><span class="p">:</span><span class="mi">18</span><span class="p">,</span><span class="mi">331</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">182</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_librispeech_tdnn</span><span class="o">-</span><span class="n">lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">57</span><span class="p">:</span><span class="mi">18</span><span class="p">,</span><span class="mi">331</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">182</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_librispeech_tdnn</span><span class="o">-</span><span class="n">lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">57</span><span class="p">:</span><span class="mi">27</span><span class="p">,</span><span class="mi">581</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">199</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">57</span><span class="p">:</span><span class="mi">27</span><span class="p">,</span><span class="mi">584</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">209</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_librispeech_tdnn-lstm_ctc/test_wavs/1089-134686-0001.flac&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_librispeech_tdnn-lstm_ctc/test_wavs/1221-135766-0001.flac&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_librispeech_tdnn-lstm_ctc/test_wavs/1221-135766-0002.flac&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">57</span><span class="p">:</span><span class="mi">27</span><span class="p">,</span><span class="mi">599</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">215</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
@ -439,8 +439,8 @@ $<span class="w"> </span>./tdnn_lstm_ctc/pretrained.py<span class="w"> </span>--
<p>The decoding output is:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">24</span><span class="p">,</span><span class="mi">725</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">168</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cuda</span><span class="p">:</span><span class="mi">0</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">24</span><span class="p">,</span><span class="mi">725</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">170</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">29</span><span class="p">,</span><span class="mi">403</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">182</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_librispeech_tdnn</span><span class="o">-</span><span class="n">lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">40</span><span class="p">,</span><span class="mi">631</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">190</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_librispeech_tdnn</span><span class="o">-</span><span class="n">lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">29</span><span class="p">,</span><span class="mi">403</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">182</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_librispeech_tdnn</span><span class="o">-</span><span class="n">lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">40</span><span class="p">,</span><span class="mi">631</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">190</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_librispeech_tdnn</span><span class="o">-</span><span class="n">lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">53</span><span class="p">,</span><span class="mi">098</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">199</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">53</span><span class="p">,</span><span class="mi">107</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">209</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_librispeech_tdnn-lstm_ctc/test_wavs/1089-134686-0001.flac&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_librispeech_tdnn-lstm_ctc/test_wavs/1221-135766-0001.flac&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_librispeech_tdnn-lstm_ctc/test_wavs/1221-135766-0002.flac&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">16</span><span class="p">:</span><span class="mi">39</span><span class="p">:</span><span class="mi">53</span><span class="p">,</span><span class="mi">121</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">215</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>

2
recipes/Non-streaming-ASR/librispeech/zipformer_ctc_blankskip.html
View File

@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Zipformer CTC Blank Skip &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
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2
recipes/Non-streaming-ASR/librispeech/zipformer_mmi.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Zipformer MMI &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
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2
recipes/Non-streaming-ASR/timit/index.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>TIMIT &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../../../_static/css/theme.css?v=e59714d7" />

8
recipes/Non-streaming-ASR/timit/tdnn_ligru_ctc.html
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@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>TDNN-LiGRU-CTC &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../../../_static/css/theme.css?v=e59714d7" />
@ -401,7 +401,7 @@ $<span class="w"> </span>./tdnn_ligru_ctc/pretrained.py<span class="w"> </span>-
<p>The output is:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">41</span><span class="p">:</span><span class="mi">33</span><span class="p">,</span><span class="mi">660</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">169</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cuda</span><span class="p">:</span><span class="mi">0</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">41</span><span class="p">:</span><span class="mi">33</span><span class="p">,</span><span class="mi">660</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">171</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">41</span><span class="p">:</span><span class="mi">38</span><span class="p">,</span><span class="mi">680</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">183</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">ligru</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_ligru_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">41</span><span class="p">:</span><span class="mi">38</span><span class="p">,</span><span class="mi">680</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">183</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">ligru</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_ligru_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">41</span><span class="p">:</span><span class="mi">38</span><span class="p">,</span><span class="mi">695</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">200</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">41</span><span class="p">:</span><span class="mi">38</span><span class="p">,</span><span class="mi">697</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">210</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp-ligru/icefall_asr_timit_tdnn_ligru_ctc/test_waves/FDHC0_SI1559.WAV&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp-ligru/icefall_asr_timit_tdnn_ligru_ctc/test_waves/FELC0_SI756.WAV&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp-ligru/icefall_asr_timit_tdnn_ligru_ctc/test_waves/FMGD0_SI1564.WAV&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">41</span><span class="p">:</span><span class="mi">38</span><span class="p">,</span><span class="mi">704</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">216</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
@ -436,8 +436,8 @@ $<span class="w"> </span>./tdnn_ligru_ctc/pretrained.py<span class="w"> </span>-
<p>The decoding output is:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">50</span><span class="p">,</span><span class="mi">693</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">169</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cuda</span><span class="p">:</span><span class="mi">0</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">50</span><span class="p">,</span><span class="mi">693</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">171</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">54</span><span class="p">,</span><span class="mi">693</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">183</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">ligru</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_ligru_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">54</span><span class="p">,</span><span class="mi">705</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">191</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">ligru</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_ligru_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">54</span><span class="p">,</span><span class="mi">693</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">183</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">ligru</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_ligru_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">54</span><span class="p">,</span><span class="mi">705</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">191</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">ligru</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_ligru_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">54</span><span class="p">,</span><span class="mi">714</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">200</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">54</span><span class="p">,</span><span class="mi">715</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">210</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp-ligru/icefall_asr_timit_tdnn_ligru_ctc/test_waves/FDHC0_SI1559.WAV&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp-ligru/icefall_asr_timit_tdnn_ligru_ctc/test_waves/FELC0_SI756.WAV&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp-ligru/icefall_asr_timit_tdnn_ligru_ctc/test_waves/FMGD0_SI1564.WAV&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">37</span><span class="p">:</span><span class="mi">54</span><span class="p">,</span><span class="mi">720</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">216</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>

8
recipes/Non-streaming-ASR/timit/tdnn_lstm_ctc.html
View File

@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>TDNN-LSTM-CTC &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../../../_static/css/theme.css?v=e59714d7" />
@ -399,7 +399,7 @@ $<span class="w"> </span>./tdnn_lstm_ctc/pretrained.py<span class="w"> </span>--
<p>The output is:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">21</span><span class="p">:</span><span class="mi">02</span><span class="p">:</span><span class="mi">49</span><span class="p">,</span><span class="mi">583</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">169</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cuda</span><span class="p">:</span><span class="mi">0</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">21</span><span class="p">:</span><span class="mi">02</span><span class="p">:</span><span class="mi">49</span><span class="p">,</span><span class="mi">584</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">171</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">21</span><span class="p">:</span><span class="mi">02</span><span class="p">:</span><span class="mi">53</span><span class="p">,</span><span class="mi">816</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">183</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">lstm</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">21</span><span class="p">:</span><span class="mi">02</span><span class="p">:</span><span class="mi">53</span><span class="p">,</span><span class="mi">816</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">183</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">lstm</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">21</span><span class="p">:</span><span class="mi">02</span><span class="p">:</span><span class="mi">53</span><span class="p">,</span><span class="mi">827</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">200</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">21</span><span class="p">:</span><span class="mi">02</span><span class="p">:</span><span class="mi">53</span><span class="p">,</span><span class="mi">827</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">210</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp-lstm/icefall_asr_timit_tdnn_lstm_ctc/test_waves/FDHC0_SI1559.WAV&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp-lstm/icefall_asr_timit_tdnn_lstm_ctc/test_waves/FELC0_SI756.WAV&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp-lstm/icefall_asr_timit_tdnn_lstm_ctc/test_waves/FMGD0_SI1564.WAV&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">21</span><span class="p">:</span><span class="mi">02</span><span class="p">:</span><span class="mi">53</span><span class="p">,</span><span class="mi">831</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">216</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
@ -434,8 +434,8 @@ $<span class="w"> </span>./tdnn_lstm_ctc/pretrained.py<span class="w"> </span>--
<p>The decoding output is:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">22</span><span class="p">,</span><span class="mi">739</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">169</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cuda</span><span class="p">:</span><span class="mi">0</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">22</span><span class="p">,</span><span class="mi">739</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">171</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">26</span><span class="p">,</span><span class="mi">959</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">183</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">lstm</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">26</span><span class="p">,</span><span class="mi">971</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">191</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">lstm</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">26</span><span class="p">,</span><span class="mi">959</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">183</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">lstm</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">26</span><span class="p">,</span><span class="mi">971</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">191</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">G</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">-</span><span class="n">lstm</span><span class="o">/</span><span class="n">icefall_asr_timit_tdnn_lstm_ctc</span><span class="o">/</span><span class="n">data</span><span class="o">/</span><span class="n">lm</span><span class="o">/</span><span class="n">G_4_gram</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">26</span><span class="p">,</span><span class="mi">977</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">200</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">26</span><span class="p">,</span><span class="mi">978</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">210</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp-lstm/icefall_asr_timit_tdnn_lstm_ctc/test_waves/FDHC0_SI1559.WAV&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp-lstm/icefall_asr_timit_tdnn_lstm_ctc/test_waves/FELC0_SI756.WAV&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp-lstm/icefall_asr_timit_tdnn_lstm_ctc/test_waves/FMGD0_SI1564.WAV&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">11</span><span class="o">-</span><span class="mi">08</span> <span class="mi">20</span><span class="p">:</span><span class="mi">05</span><span class="p">:</span><span class="mi">26</span><span class="p">,</span><span class="mi">981</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">216</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>

2
recipes/Non-streaming-ASR/yesno/index.html
View File

@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>YesNo &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../../../_static/css/theme.css?v=e59714d7" />

6
recipes/Non-streaming-ASR/yesno/tdnn.html
View File

@ -7,7 +7,7 @@
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>TDNN-CTC &mdash; icefall 0.1 documentation</title>
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=fa44fd50" />
<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
<link rel="stylesheet" type="text/css" href="../../../_static/css/theme.css?v=e59714d7" />
@ -505,7 +505,7 @@ $<span class="w"> </span>./tdnn/pretrained.py<span class="w"> </span>--help
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">22</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">621</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">119</span><span class="p">]</span> <span class="p">{</span><span class="s1">&#39;feature_dim&#39;</span><span class="p">:</span> <span class="mi">23</span><span class="p">,</span> <span class="s1">&#39;num_classes&#39;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span> <span class="s1">&#39;sample_rate&#39;</span><span class="p">:</span> <span class="mi">8000</span><span class="p">,</span> <span class="s1">&#39;search_beam&#39;</span><span class="p">:</span> <span class="mi">20</span><span class="p">,</span> <span class="s1">&#39;output_beam&#39;</span><span class="p">:</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">&#39;min_active_states&#39;</span><span class="p">:</span> <span class="mi">30</span><span class="p">,</span> <span class="s1">&#39;max_active_states&#39;</span><span class="p">:</span> <span class="mi">10000</span><span class="p">,</span> <span class="s1">&#39;use_double_scores&#39;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s1">&#39;checkpoint&#39;</span><span class="p">:</span> <span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/pretrained.pt&#39;</span><span class="p">,</span> <span class="s1">&#39;words_file&#39;</span><span class="p">:</span> <span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/lang_phone/words.txt&#39;</span><span class="p">,</span> <span class="s1">&#39;HLG&#39;</span><span class="p">:</span> <span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/lang_phone/HLG.pt&#39;</span><span class="p">,</span> <span class="s1">&#39;sound_files&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/test_waves/0_0_1_0_1_0_0_1.wav&#39;</span><span class="p">]}</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">22</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">645</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">125</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cpu</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">22</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">645</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">127</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">22</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">650</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">139</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_yesno_tdnn</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">22</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">650</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">139</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_yesno_tdnn</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">22</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">651</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">143</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">22</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">652</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">153</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/test_waves/0_0_1_0_1_0_0_1.wav&#39;</span><span class="p">]</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">22</span><span class="p">:</span><span class="mi">51</span><span class="p">,</span><span class="mi">684</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">159</span><span class="p">]</span> <span class="n">Decoding</span> <span class="n">started</span>
@ -532,7 +532,7 @@ $<span class="w"> </span>./tdnn/pretrained.py<span class="w"> </span>--help
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">25</span><span class="p">:</span><span class="mi">20</span><span class="p">,</span><span class="mi">159</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">119</span><span class="p">]</span> <span class="p">{</span><span class="s1">&#39;feature_dim&#39;</span><span class="p">:</span> <span class="mi">23</span><span class="p">,</span> <span class="s1">&#39;num_classes&#39;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span> <span class="s1">&#39;sample_rate&#39;</span><span class="p">:</span> <span class="mi">8000</span><span class="p">,</span> <span class="s1">&#39;search_beam&#39;</span><span class="p">:</span> <span class="mi">20</span><span class="p">,</span> <span class="s1">&#39;output_beam&#39;</span><span class="p">:</span> <span class="mi">8</span><span class="p">,</span> <span class="s1">&#39;min_active_states&#39;</span><span class="p">:</span> <span class="mi">30</span><span class="p">,</span> <span class="s1">&#39;max_active_states&#39;</span><span class="p">:</span> <span class="mi">10000</span><span class="p">,</span> <span class="s1">&#39;use_double_scores&#39;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span> <span class="s1">&#39;checkpoint&#39;</span><span class="p">:</span> <span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/pretrained.pt&#39;</span><span class="p">,</span> <span class="s1">&#39;words_file&#39;</span><span class="p">:</span> <span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/lang_phone/words.txt&#39;</span><span class="p">,</span> <span class="s1">&#39;HLG&#39;</span><span class="p">:</span> <span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/lang_phone/HLG.pt&#39;</span><span class="p">,</span> <span class="s1">&#39;sound_files&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/test_waves/0_0_1_0_1_0_0_1.wav&#39;</span><span class="p">,</span> <span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/test_waves/1_0_1_1_0_1_1_1.wav&#39;</span><span class="p">]}</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">25</span><span class="p">:</span><span class="mi">20</span><span class="p">,</span><span class="mi">181</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">125</span><span class="p">]</span> <span class="n">device</span><span class="p">:</span> <span class="n">cpu</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">25</span><span class="p">:</span><span class="mi">20</span><span class="p">,</span><span class="mi">181</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">127</span><span class="p">]</span> <span class="n">Creating</span> <span class="n">model</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">25</span><span class="p">:</span><span class="mi">20</span><span class="p">,</span><span class="mi">185</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">139</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span> <span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_yesno_tdnn</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">25</span><span class="p">:</span><span class="mi">20</span><span class="p">,</span><span class="mi">185</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">139</span><span class="p">]</span> <span class="n">Loading</span> <span class="n">HLG</span> <span class="kn">from</span><span class="w"> </span><span class="nn">.</span><span class="o">/</span><span class="n">tmp</span><span class="o">/</span><span class="n">icefall_asr_yesno_tdnn</span><span class="o">/</span><span class="n">lang_phone</span><span class="o">/</span><span class="n">HLG</span><span class="o">.</span><span class="n">pt</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">25</span><span class="p">:</span><span class="mi">20</span><span class="p">,</span><span class="mi">186</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">143</span><span class="p">]</span> <span class="n">Constructing</span> <span class="n">Fbank</span> <span class="n">computer</span>
<span class="mi">2021</span><span class="o">-</span><span class="mi">08</span><span class="o">-</span><span class="mi">24</span> <span class="mi">12</span><span class="p">:</span><span class="mi">25</span><span class="p">:</span><span class="mi">20</span><span class="p">,</span><span class="mi">187</span> <span class="n">INFO</span> <span class="p">[</span><span class="n">pretrained</span><span class="o">.</span><span class="n">py</span><span class="p">:</span><span class="mi">153</span><span class="p">]</span> <span class="n">Reading</span> <span class="n">sound</span> <span class="n">files</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/test_waves/0_0_1_0_1_0_0_1.wav&#39;</span><span class="p">,</span>
<span class="s1">&#39;./tmp/icefall_asr_yesno_tdnn/test_waves/1_0_1_1_0_1_1_1.wav&#39;</span><span class="p">]</span>

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@ -7,7 +7,7 @@
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<title>RNN-LM &mdash; icefall 0.1 documentation</title>
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@ -7,7 +7,7 @@
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>LSTM Transducer &mdash; icefall 0.1 documentation</title>
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<link rel="stylesheet" type="text/css" href="../../../_static/pygments.css?v=03e43079" />
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<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Pruned transducer statelessX &mdash; icefall 0.1 documentation</title>
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