csukuangfj
commited on
Commit
•
1265f08
1
Parent(s):
963063e
update model
Browse files- app.js +182 -0
- index.html +46 -19
- sherpa-onnx-wasm-main.data +3 -0
- sherpa-onnx-wasm-main.js +0 -0
- sherpa-onnx-wasm-main.wasm +3 -0
- sherpa-onnx.js +180 -0
app.js
ADDED
@@ -0,0 +1,182 @@
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const generateBtn = document.getElementById('generateBtn');
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const hint = document.getElementById('hint');
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const speakerIdLabel = document.getElementById('speakerIdLabel');
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const speakerIdInput = document.getElementById('speakerId');
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const speedInput = document.getElementById('speed');
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const speedValue = document.getElementById('speedValue');
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const textArea = document.getElementById('text');
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const soundClips = document.getElementById('sound-clips');
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speedValue.innerHTML = speedInput.value;
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let index = 0;
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let tts = null;
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let audioCtx = null;
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Module = {};
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Module.onRuntimeInitialized = function() {
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console.log('Model files downloaded!');
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console.log('Initializing tts ......');
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tts = initSherpaOnnxOfflineTts()
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if (tts.numSpeakers > 1) {
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speakerIdLabel.innerHTML = `Speaker ID (0 - ${tts.numSpeakers - 1}):`;
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}
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hint.innerText =
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'Initialized! Please enter text and click the Generate button.';
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generateBtn.disabled = false;
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};
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speedInput.oninput = function() {
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speedValue.innerHTML = this.value;
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};
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generateBtn.onclick = function() {
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let speakerId = speakerIdInput.value;
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if (speakerId.trim().length == 0) {
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alert('Please input a speakerId');
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return;
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}
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if (!speakerId.match(/^\d+$/)) {
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alert(`Input speakerID ${
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speakerId} is not a number.\nPlease enter a number between 0 and ${
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tts.numSpeakers - 1}`);
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return;
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}
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speakerId = parseInt(speakerId, 10);
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if (speakerId > tts.numSpeakers - 1) {
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alert(`Pleaser enter a number between 0 and ${tts.numSpeakers - 1}`);
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return;
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}
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let text = textArea.value.trim();
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if (text.length == 0) {
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alert('Please input a non-blank text');
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return;
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}
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console.log('speakerId', speakerId);
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console.log('speed', speedInput.value);
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console.log('text', text);
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let audio =
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tts.generate({text: text, sid: speakerId, speed: speedInput.value});
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console.log(audio.samples.length, audio.sampleRate);
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if (!audioCtx) {
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audioCtx = new AudioContext({sampleRate: tts.sampleRate});
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}
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const buffer = audioCtx.createBuffer(1, audio.samples.length, tts.sampleRate);
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const ptr = buffer.getChannelData(0);
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for (let i = 0; i < audio.samples.length; i++) {
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ptr[i] = audio.samples[i];
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}
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const source = audioCtx.createBufferSource();
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source.buffer = buffer;
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source.connect(audioCtx.destination);
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source.start();
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createAudioTag(audio);
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};
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function createAudioTag(generateAudio) {
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const blob = toWav(generateAudio.samples, generateAudio.sampleRate);
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const text = textArea.value.trim().substring(0, 100);
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const clipName = `${index} ${text} ...`;
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index += 1;
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const clipContainer = document.createElement('article');
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const clipLabel = document.createElement('p');
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const audio = document.createElement('audio');
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const deleteButton = document.createElement('button');
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clipContainer.classList.add('clip');
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audio.setAttribute('controls', '');
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deleteButton.textContent = 'Delete';
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deleteButton.className = 'delete';
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clipLabel.textContent = clipName;
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clipContainer.appendChild(audio);
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clipContainer.appendChild(clipLabel);
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clipContainer.appendChild(deleteButton);
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soundClips.appendChild(clipContainer);
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audio.controls = true;
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const audioURL = window.URL.createObjectURL(blob);
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audio.src = audioURL;
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deleteButton.onclick = function(e) {
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let evtTgt = e.target;
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evtTgt.parentNode.parentNode.removeChild(evtTgt.parentNode);
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};
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clipLabel.onclick = function() {
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const existingName = clipLabel.textContent;
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const newClipName = prompt('Enter a new name for your sound clip?');
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if (newClipName === null) {
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clipLabel.textContent = existingName;
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} else {
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clipLabel.textContent = newClipName;
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}
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};
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}
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// this function is copied/modified from
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// https://gist.github.com/meziantou/edb7217fddfbb70e899e
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function toWav(floatSamples, sampleRate) {
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let samples = new Int16Array(floatSamples.length);
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for (let i = 0; i < samples.length; ++i) {
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let s = floatSamples[i];
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if (s >= 1)
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s = 1;
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else if (s <= -1)
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s = -1;
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samples[i] = s * 32767;
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}
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let buf = new ArrayBuffer(44 + samples.length * 2);
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var view = new DataView(buf);
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// http://soundfile.sapp.org/doc/WaveFormat/
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// F F I R
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view.setUint32(0, 0x46464952, true); // chunkID
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view.setUint32(4, 36 + samples.length * 2, true); // chunkSize
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// E V A W
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view.setUint32(8, 0x45564157, true); // format
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//
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// t m f
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view.setUint32(12, 0x20746d66, true); // subchunk1ID
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view.setUint32(16, 16, true); // subchunk1Size, 16 for PCM
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view.setUint32(20, 1, true); // audioFormat, 1 for PCM
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view.setUint16(22, 1, true); // numChannels: 1 channel
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view.setUint32(24, sampleRate, true); // sampleRate
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view.setUint32(28, sampleRate * 2, true); // byteRate
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view.setUint16(32, 2, true); // blockAlign
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view.setUint16(34, 16, true); // bitsPerSample
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view.setUint32(36, 0x61746164, true); // Subchunk2ID
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view.setUint32(40, samples.length * 2, true); // subchunk2Size
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let offset = 44;
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for (let i = 0; i < samples.length; ++i) {
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view.setInt16(offset, samples[i], true);
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offset += 2;
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}
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return new Blob([view], {type: 'audio/wav'});
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}
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index.html
CHANGED
@@ -1,19 +1,46 @@
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<html lang="en">
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<head>
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<meta charset="utf-8">
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<meta name="viewport" content="width=device-width" />
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<title>Next-gen Kaldi WebAssembly with sherpa-onnx for Text-to-speech</title>
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<style>
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h1,div {
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text-align: center;
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}
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textarea {
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width:100%;
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}
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</style>
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</head>
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<body>
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<h1>
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Next-gen Kaldi + WebAssembly<br/>
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Text-to-speech Demo with <a href="https://github.com/k2-fsa/sherpa-onnx">sherpa-onnx</a>
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</h1>
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<div>
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<span id="hint">Loading model ... ...</span>
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<br/>
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<br/>
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<label for="speakerId" id="speakerIdLabel">Speaker ID: </label>
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<input type="text" id="speakerId" name="speakerId" value="0" />
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<br/>
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<br/>
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<label for="speed" id="speedLabel">Speed: </label>
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<input type="range" id="speed" name="speed" min="0.4" max="3.5" step="0.1" value="1.0" />
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<span id="speedValue"></span>
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<br/>
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<br/>
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<textarea id="text" rows="10" placeholder="Please enter your text here and click the Generate button"></textarea>
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<br/>
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<br/>
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<button id="generateBtn" disabled>Generate</button>
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</div>
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<section flex="1" overflow="auto" id="sound-clips">
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</section>
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<script src="app.js"></script>
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<script src="sherpa-onnx.js"></script>
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<script src="sherpa-onnx-wasm-main.js"></script>
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</body>
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sherpa-onnx-wasm-main.data
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a3983e944453a7e940c9f91101a6d4aa650147b3c7b978001d829a0ce62492b
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size 96574544
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sherpa-onnx-wasm-main.js
ADDED
The diff for this file is too large to render.
See raw diff
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sherpa-onnx-wasm-main.wasm
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:a0c1eadb865c1f26ec7c665138656b2444409d55e5a3365b7b76d80059e71113
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size 11462957
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sherpa-onnx.js
ADDED
@@ -0,0 +1,180 @@
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function freeConfig(config) {
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if ('buffer' in config) {
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_free(config.buffer);
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}
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if ('config' in config) {
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freeConfig(config.config)
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}
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_free(config.ptr);
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}
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// The user should free the returned pointers
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function initSherpaOnnxOfflineTtsVitsModelConfig(config) {
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let modelLen = lengthBytesUTF8(config.model) + 1;
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let lexiconLen = lengthBytesUTF8(config.lexicon) + 1;
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18 |
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let tokensLen = lengthBytesUTF8(config.tokens) + 1;
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let dataDirLen = lengthBytesUTF8(config.dataDir) + 1;
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let n = modelLen + lexiconLen + tokensLen + dataDirLen;
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let buffer = _malloc(n);
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let len = 7 * 4;
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26 |
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let ptr = _malloc(len);
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27 |
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28 |
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let offset = 0;
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29 |
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stringToUTF8(config.model, buffer + offset, modelLen);
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30 |
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offset += modelLen;
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31 |
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32 |
+
stringToUTF8(config.lexicon, buffer + offset, lexiconLen);
|
33 |
+
offset += lexiconLen;
|
34 |
+
|
35 |
+
stringToUTF8(config.tokens, buffer + offset, tokensLen);
|
36 |
+
offset += tokensLen;
|
37 |
+
|
38 |
+
stringToUTF8(config.dataDir, buffer + offset, dataDirLen);
|
39 |
+
offset += dataDirLen;
|
40 |
+
|
41 |
+
offset = 0;
|
42 |
+
setValue(ptr, buffer + offset, 'i8*');
|
43 |
+
offset += modelLen;
|
44 |
+
|
45 |
+
setValue(ptr + 4, buffer + offset, 'i8*');
|
46 |
+
offset += lexiconLen;
|
47 |
+
|
48 |
+
setValue(ptr + 8, buffer + offset, 'i8*');
|
49 |
+
offset += tokensLen;
|
50 |
+
|
51 |
+
setValue(ptr + 12, buffer + offset, 'i8*');
|
52 |
+
offset += dataDirLen;
|
53 |
+
|
54 |
+
setValue(ptr + 16, config.noiseScale, 'float');
|
55 |
+
setValue(ptr + 20, config.noiseScaleW, 'float');
|
56 |
+
setValue(ptr + 24, config.lengthScale, 'float');
|
57 |
+
|
58 |
+
return {
|
59 |
+
buffer: buffer, ptr: ptr, len: len,
|
60 |
+
}
|
61 |
+
}
|
62 |
+
|
63 |
+
function initSherpaOnnxOfflineTtsModelConfig(config) {
|
64 |
+
let vitsModelConfig =
|
65 |
+
initSherpaOnnxOfflineTtsVitsModelConfig(config.offlineTtsVitsModelConfig);
|
66 |
+
|
67 |
+
let len = vitsModelConfig.len + 3 * 4;
|
68 |
+
let ptr = _malloc(len);
|
69 |
+
|
70 |
+
let offset = 0;
|
71 |
+
_CopyHeap(vitsModelConfig.ptr, vitsModelConfig.len, ptr + offset);
|
72 |
+
offset += vitsModelConfig.len;
|
73 |
+
|
74 |
+
setValue(ptr + offset, config.numThreads, 'i32');
|
75 |
+
offset += 4;
|
76 |
+
|
77 |
+
setValue(ptr + offset, config.debug, 'i32');
|
78 |
+
offset += 4;
|
79 |
+
|
80 |
+
let providerLen = lengthBytesUTF8(config.provider) + 1;
|
81 |
+
let buffer = _malloc(providerLen);
|
82 |
+
stringToUTF8(config.provider, buffer, providerLen);
|
83 |
+
setValue(ptr + offset, buffer, 'i8*');
|
84 |
+
|
85 |
+
return {
|
86 |
+
buffer: buffer, ptr: ptr, len: len, config: vitsModelConfig,
|
87 |
+
}
|
88 |
+
}
|
89 |
+
|
90 |
+
function initSherpaOnnxOfflineTtsConfig(config) {
|
91 |
+
let modelConfig =
|
92 |
+
initSherpaOnnxOfflineTtsModelConfig(config.offlineTtsModelConfig);
|
93 |
+
let len = modelConfig.len + 2 * 4;
|
94 |
+
let ptr = _malloc(len);
|
95 |
+
|
96 |
+
let offset = 0;
|
97 |
+
_CopyHeap(modelConfig.ptr, modelConfig.len, ptr + offset);
|
98 |
+
offset += modelConfig.len;
|
99 |
+
|
100 |
+
let ruleFstsLen = lengthBytesUTF8(config.ruleFsts) + 1;
|
101 |
+
let buffer = _malloc(ruleFstsLen);
|
102 |
+
stringToUTF8(config.ruleFsts, buffer, ruleFstsLen);
|
103 |
+
setValue(ptr + offset, buffer, 'i8*');
|
104 |
+
offset += 4;
|
105 |
+
|
106 |
+
setValue(ptr + offset, config.maxNumSentences, 'i32');
|
107 |
+
|
108 |
+
return {
|
109 |
+
buffer: buffer, ptr: ptr, len: len, config: modelConfig,
|
110 |
+
}
|
111 |
+
}
|
112 |
+
|
113 |
+
class OfflineTts {
|
114 |
+
constructor(configObj) {
|
115 |
+
let config = initSherpaOnnxOfflineTtsConfig(configObj)
|
116 |
+
let handle = _SherpaOnnxCreateOfflineTts(config.ptr);
|
117 |
+
|
118 |
+
freeConfig(config);
|
119 |
+
|
120 |
+
this.handle = handle;
|
121 |
+
this.sampleRate = _SherpaOnnxOfflineTtsSampleRate(this.handle);
|
122 |
+
this.numSpeakers = _SherpaOnnxOfflineTtsNumSpeakers(this.handle);
|
123 |
+
}
|
124 |
+
|
125 |
+
free() {
|
126 |
+
_SherpaOnnxDestroyOfflineTts(this.handle);
|
127 |
+
this.handle = 0
|
128 |
+
}
|
129 |
+
|
130 |
+
// {
|
131 |
+
// text: "hello",
|
132 |
+
// sid: 1,
|
133 |
+
// speed: 1.0
|
134 |
+
// }
|
135 |
+
generate(config) {
|
136 |
+
let textLen = lengthBytesUTF8(config.text) + 1;
|
137 |
+
let textPtr = _malloc(textLen);
|
138 |
+
stringToUTF8(config.text, textPtr, textLen);
|
139 |
+
|
140 |
+
let h = _SherpaOnnxOfflineTtsGenerate(
|
141 |
+
this.handle, textPtr, config.sid, config.speed);
|
142 |
+
|
143 |
+
let numSamples = HEAP32[h / 4 + 1];
|
144 |
+
let sampleRate = HEAP32[h / 4 + 2];
|
145 |
+
|
146 |
+
let samplesPtr = HEAP32[h / 4] / 4;
|
147 |
+
let samples = new Float32Array(numSamples);
|
148 |
+
for (let i = 0; i < numSamples; i++) {
|
149 |
+
samples[i] = HEAPF32[samplesPtr + i];
|
150 |
+
}
|
151 |
+
|
152 |
+
_SherpaOnnxDestroyOfflineTtsGeneratedAudio(h);
|
153 |
+
return {samples: samples, sampleRate: sampleRate};
|
154 |
+
}
|
155 |
+
}
|
156 |
+
|
157 |
+
function initSherpaOnnxOfflineTts() {
|
158 |
+
let offlineTtsVitsModelConfig = {
|
159 |
+
model: './model.onnx',
|
160 |
+
lexicon: '',
|
161 |
+
tokens: './tokens.txt',
|
162 |
+
dataDir: './espeak-ng-data',
|
163 |
+
noiseScale: 0.667,
|
164 |
+
noiseScaleW: 0.8,
|
165 |
+
lengthScale: 1.0,
|
166 |
+
};
|
167 |
+
let offlineTtsModelConfig = {
|
168 |
+
offlineTtsVitsModelConfig: offlineTtsVitsModelConfig,
|
169 |
+
numThreads: 1,
|
170 |
+
debug: 1,
|
171 |
+
provider: 'cpu',
|
172 |
+
};
|
173 |
+
let offlineTtsConfig = {
|
174 |
+
offlineTtsModelConfig: offlineTtsModelConfig,
|
175 |
+
ruleFsts: '',
|
176 |
+
maxNumSentences: 1,
|
177 |
+
}
|
178 |
+
|
179 |
+
return new OfflineTts(offlineTtsConfig);
|
180 |
+
}
|