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index.html
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<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<title>TensorFlow.js Speech Commands Model Demo</title>
<link href="style.css" rel="stylesheet" type="text/css">
<meta name="viewport" content="width=device-width, initial-scale=1">
</head>
<body>
<div class="start-stop">
<button id="start" disabled="true">Start</button>
<button id="stop" disabled="true">Stop</button>
</div>
<div class='main-model'>
<div class="settings">
<span style="display:none">Prob. threshold:</span>
<input style="display:none" class="settings" size="5" id="proba-threshold" value="0.75">
</div>
<div id="candidate-words" class="candidate-words-hidden"></div>
</div>
<div class="footer" style="display: none;">
<textarea id="status-display" style="display: none" cols="80" readonly="true"></textarea>
</div>
<div class="transfer-learn-section">
<input id="transfer-model-name" size="20" placeholder="model name">
<input id="learn-words" size="36" value="_background_noise_,red,green">
<select id="duration-multiplier">
<option value="1">Duration x1</option>
<option value="2" selected="true">Duration x2</option>
</select>
<input type="checkbox" id="include-audio-waveform">
<span id="include-audio-waveform-label">Include audio waveform</span>
<button id="enter-learn-words" disabled="true">Enter transfer words</button>
<div id="transfer-learn-history"></div>
<div id="collect-words"></div>
<div class="collapsible-region">
<button id="dataset-io">Dataset IO >></button>
<div class="collapsible-region-inner" id="dataset-io-inner">
<div>
<button id="download-dataset" disabled="true">↓ Download dataset as file</button>
<div>
<input type="file" id="dataset-file-input">
<button id="upload-dataset">↑ Upload dataset</button>
<button id="eval-model-on-dataset">Evaluate model on dataset</button>
</div>
</div>
</div>
</div>
<div class="settings">
<span>Epochs:</span>
<input class="settings" size="5" id="epochs" value="100">
<span>Fine-tuning (FT) epochs:</span>
<input class="settings" size="5" id="fine-tuning-epochs" value="0">
<span>Augment by mixing noise:</span>
<input type="checkbox" id="augment-by-mixing-noise">
<button id="start-transfer-learn" disabled="true">Start transfer learning</button>
</div>
<div id="plots">
<div id="loss-plot" class="plots"></div>
<div id="accuracy-plot" class="plots"></div>
<div>
<div>
<span id="eval-results" class="eval-results"></span>
</div>
<div id="roc-plot" class="plots"></div>
</div>
</div>
<div class="collapsible-region">
<button id="model-io">Model IO >></button>
<div class="collapsible-region-inner" id="transfer-model-save-load-inner">
<div>
<button id="load-transfer-model" disabled="true">Load:</button>
<select id="saved-transfer-models">
<option value="1"></option>
</select>
<button id="delete-transfer-model" disabled="true">Delete</button>
</div>
<div>
<button id="save-transfer-model" disabled="true">Save model</button>
</div>
</div>
</div>
</div>
<script src="index.js"></script>
</body>
</html>