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report.html
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<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>vui_notebook</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>
<style type="text/css">
/*!
*
* Twitter Bootstrap
*
*//*! normalize.css v3.0.2 | MIT License | git.io/normalize */html{font-family:sans-serif;-ms-text-size-adjust:100%;-webkit-text-size-adjust:100%;font-size:10px;-webkit-tap-highlight-color:transparent}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,optgroup,strong{font-weight:700}dfn{font-style:italic}h1{font-size:2em;margin:.67em 0}mark{background:#ff0;color:#000}small{font-size:80%}sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0;vertical-align:middle}svg:not(:root){overflow:hidden}hr{-moz-box-sizing:content-box;box-sizing:content-box;height:0}pre,textarea{overflow:auto}code,kbd,pre,samp{font-size:1em}button,input,optgroup,select,textarea{color:inherit;font:inherit;margin:0}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{border:0;padding:0}input{line-height:normal}input[type=checkbox],input[type=radio]{box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}table{border-collapse:collapse;border-spacing:0}td,th{padding:0}/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */@media print{*,:after,:before{background:0 0!important;color:#000!important;box-shadow:none!important;text-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href)")"}abbr[title]:after{content:" (" attr(title)")"}a[href^="javascript:"]:after,a[href^="#"]:after{content:""}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}select{background:#fff!important}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:'Glyphicons 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<h1 id="Artificial-Intelligence-Nanodegree">Artificial Intelligence Nanodegree<a class="anchor-link" href="#Artificial-Intelligence-Nanodegree">¶</a></h1><h2 id="Voice-User-Interfaces">Voice User Interfaces<a class="anchor-link" href="#Voice-User-Interfaces">¶</a></h2><h2 id="Project:-Speech-Recognition-with-Neural-Networks">Project: Speech Recognition with Neural Networks<a class="anchor-link" href="#Project:-Speech-Recognition-with-Neural-Networks">¶</a></h2><hr>
<p>In this notebook, some template code has already been provided for you, and you will need to implement additional functionality to successfully complete this project. You will not need to modify the included code beyond what is requested. Sections that begin with <strong>'(IMPLEMENTATION)'</strong> in the header indicate that the following blocks of code will require additional functionality which you must provide. Please be sure to read the instructions carefully!</p>
<blockquote><p><strong>Note</strong>: Once you have completed all of the code implementations, you need to finalize your work by exporting the Jupyter Notebook as an HTML document. Before exporting the notebook to html, all of the code cells need to have been run so that reviewers can see the final implementation and output. You can then export the notebook by using the menu above and navigating to \n",
"<strong>File -> Download as -> HTML (.html)</strong>. Include the finished document along with this notebook as your submission.</p>
</blockquote>
<p>In addition to implementing code, there will be questions that you must answer which relate to the project and your implementation. Each section where you will answer a question is preceded by a <strong>'Question X'</strong> header. Carefully read each question and provide thorough answers in the following text boxes that begin with <strong>'Answer:'</strong>. Your project submission will be evaluated based on your answers to each of the questions and the implementation you provide.</p>
<blockquote><p><strong>Note:</strong> Code and Markdown cells can be executed using the <strong>Shift + Enter</strong> keyboard shortcut. Markdown cells can be edited by double-clicking the cell to enter edit mode.</p>
</blockquote>
<p>The rubric contains <em>optional</em> "Stand Out Suggestions" for enhancing the project beyond the minimum requirements. If you decide to pursue the "Stand Out Suggestions", you should include the code in this Jupyter notebook.</p>
<hr>
<h2 id="Introduction">Introduction<a class="anchor-link" href="#Introduction">¶</a></h2><p>In this notebook, you will build a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline! Your completed pipeline will accept raw audio as input and return a predicted transcription of the spoken language. The full pipeline is summarized in the figure below.</p>
<p><img src="images/pipeline.png"></p>
<ul>
<li><strong>STEP 1</strong> is a pre-processing step that converts raw audio to one of two feature representations that are commonly used for ASR. </li>
<li><strong>STEP 2</strong> is an acoustic model which accepts audio features as input and returns a probability distribution over all potential transcriptions. After learning about the basic types of neural networks that are often used for acoustic modeling, you will engage in your own investigations, to design your own acoustic model!</li>
<li><strong>STEP 3</strong> in the pipeline takes the output from the acoustic model and returns a predicted transcription. </li>
</ul>
<p>Feel free to use the links below to navigate the notebook:</p>
<ul>
<li><a href="#thedata">The Data</a></li>
<li><a href="#step1"><strong>STEP 1</strong></a>: Acoustic Features for Speech Recognition</li>
<li><a href="#step2"><strong>STEP 2</strong></a>: Deep Neural Networks for Acoustic Modeling<ul>
<li><a href="#model0">Model 0</a>: RNN</li>
<li><a href="#model1">Model 1</a>: RNN + TimeDistributed Dense</li>
<li><a href="#model2">Model 2</a>: CNN + RNN + TimeDistributed Dense</li>
<li><a href="#model3">Model 3</a>: Deeper RNN + TimeDistributed Dense</li>
<li><a href="#model4">Model 4</a>: Bidirectional RNN + TimeDistributed Dense</li>
<li><a href="#model5">Models 5+</a></li>
<li><a href="#compare">Compare the Models</a></li>
<li><a href="#final">Final Model</a></li>
</ul>
</li>
<li><a href="#step3"><strong>STEP 3</strong></a>: Obtain Predictions</li>
</ul>
<p><a id='thedata'></a></p>
<h2 id="The-Data">The Data<a class="anchor-link" href="#The-Data">¶</a></h2><p>We begin by investigating the dataset that will be used to train and evaluate your pipeline. <a href="http://www.danielpovey.com/files/2015_icassp_librispeech.pdf">LibriSpeech</a> is a large corpus of English-read speech, designed for training and evaluating models for ASR. The dataset contains 1000 hours of speech derived from audiobooks. We will work with a small subset in this project, since larger-scale data would take a long while to train. However, after completing this project, if you are interested in exploring further, you are encouraged to work with more of the data that is provided <a href="http://www.openslr.org/12/">online</a>.</p>
<p>In the code cells below, you will use the <code>vis_train_features</code> module to visualize a training example. The supplied argument <code>index=0</code> tells the module to extract the first example in the training set. (You are welcome to change <code>index=0</code> to point to a different training example, if you like, but please <strong>DO NOT</strong> amend any other code in the cell.) The returned variables are:</p>
<ul>
<li><code>vis_text</code> - transcribed text (label) for the training example.</li>
<li><code>vis_raw_audio</code> - raw audio waveform for the training example.</li>
<li><code>vis_mfcc_feature</code> - mel-frequency cepstral coefficients (MFCCs) for the training example.</li>
<li><code>vis_spectrogram_feature</code> - spectrogram for the training example. </li>
<li><code>vis_audio_path</code> - the file path to the training example.</li>
</ul>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">data_generator</span> <span class="k">import</span> <span class="n">vis_train_features</span>
<span class="c1"># extract label and audio features for a single training example</span>
<span class="n">vis_text</span><span class="p">,</span> <span class="n">vis_raw_audio</span><span class="p">,</span> <span class="n">vis_mfcc_feature</span><span class="p">,</span> <span class="n">vis_spectrogram_feature</span><span class="p">,</span> <span class="n">vis_audio_path</span> <span class="o">=</span> <span class="n">vis_train_features</span><span class="p">()</span>
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<pre>There are 2023 total training examples.
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<p>The following code cell visualizes the audio waveform for your chosen example, along with the corresponding transcript. You also have the option to play the audio in the notebook!</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">Markdown</span><span class="p">,</span> <span class="n">display</span>
<span class="kn">from</span> <span class="nn">data_generator</span> <span class="k">import</span> <span class="n">vis_train_features</span><span class="p">,</span> <span class="n">plot_raw_audio</span>
<span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">Audio</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
<span class="c1"># plot audio signal</span>
<span class="n">plot_raw_audio</span><span class="p">(</span><span class="n">vis_raw_audio</span><span class="p">)</span>
<span class="c1"># print length of audio signal</span>
<span class="n">display</span><span class="p">(</span><span class="n">Markdown</span><span class="p">(</span><span class="s1">'**Shape of Audio Signal** : '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">vis_raw_audio</span><span class="o">.</span><span class="n">shape</span><span class="p">)))</span>
<span class="c1"># print transcript corresponding to audio clip</span>
<span class="n">display</span><span class="p">(</span><span class="n">Markdown</span><span class="p">(</span><span class="s1">'**Transcript** : '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">vis_text</span><span class="p">)))</span>
<span class="c1"># play the audio file</span>
<span class="n">Audio</span><span class="p">(</span><span class="n">vis_audio_path</span><span class="p">)</span>
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"
>
</div>
</div>
<div class="output_area"><div class="prompt"></div>
<div class="output_markdown rendered_html output_subarea ">
<p><strong>Shape of Audio Signal</strong> : (129103,)</p>
</div>
</div>
<div class="output_area"><div class="prompt"></div>
<div class="output_markdown rendered_html output_subarea ">
<p><strong>Transcript</strong> : mister quilter is the apostle of the middle classes and we are glad to welcome his gospel</p>
</div>
</div>
<div class="output_area"><div class="prompt output_prompt">Out[2]:</div>
<div class="output_html rendered_html output_subarea output_execute_result">
<audio controls="controls" >
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" 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<h2 id="STEP-1:-Acoustic-Features-for-Speech-Recognition">STEP 1: Acoustic Features for Speech Recognition<a class="anchor-link" href="#STEP-1:-Acoustic-Features-for-Speech-Recognition">¶</a></h2><p>For this project, you won't use the raw audio waveform as input to your model. Instead, we provide code that first performs a pre-processing step to convert the raw audio to a feature representation that has historically proven successful for ASR models. Your acoustic model will accept the feature representation as input.</p>
<p>In this project, you will explore two possible feature representations. <em>After completing the project</em>, if you'd like to read more about deep learning architectures that can accept raw audio input, you are encouraged to explore this <a href="https://pdfs.semanticscholar.org/a566/cd4a8623d661a4931814d9dffc72ecbf63c4.pdf">research paper</a>.</p>
<h3 id="Spectrograms">Spectrograms<a class="anchor-link" href="#Spectrograms">¶</a></h3><p>The first option for an audio feature representation is the <a href="https://www.youtube.com/watch?v=_FatxGN3vAM">spectrogram</a>. In order to complete this project, you will <strong>not</strong> need to dig deeply into the details of how a spectrogram is calculated; but, if you are curious, the code for calculating the spectrogram was borrowed from <a href="https://github.com/baidu-research/ba-dls-deepspeech">this repository</a>. The implementation appears in the <code>utils.py</code> file in your repository.</p>
<p>The code that we give you returns the spectrogram as a 2D tensor, where the first (<em>vertical</em>) dimension indexes time, and the second (<em>horizontal</em>) dimension indexes frequency. To speed the convergence of your algorithm, we have also normalized the spectrogram. (You can see this quickly in the visualization below by noting that the mean value hovers around zero, and most entries in the tensor assume values close to zero.)</p>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">data_generator</span> <span class="k">import</span> <span class="n">plot_spectrogram_feature</span>
<span class="c1"># plot normalized spectrogram</span>
<span class="n">plot_spectrogram_feature</span><span class="p">(</span><span class="n">vis_spectrogram_feature</span><span class="p">)</span>
<span class="c1"># print shape of spectrogram</span>
<span class="n">display</span><span class="p">(</span><span class="n">Markdown</span><span class="p">(</span><span class="s1">'**Shape of Spectrogram** : '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">vis_spectrogram_feature</span><span class="o">.</span><span class="n">shape</span><span class="p">)))</span>
</pre></div>
</div>
</div>
</div>
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