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<head> | |
<meta charset="utf-8" /> | |
<meta name="viewport" content="width=device-width" /> | |
<title>Match TTS VCTK ONNX</title> | |
<link rel="stylesheet" href="style.css" /> | |
</head> | |
<body> | |
<div> | |
<h1>Matcha-TTS VCTK-Onnx Demo</h1> | |
<p><a href="https://huggingface.co/Akjava/matcha-tts_vctk-onnx" target="link">Model Page</a></p> | |
<p>Initially take a long time to load model.browser's phonemized is poor than trained data.sometime strange speak would happen</p> | |
<br> | |
<script src="https://cdn.jsdelivr.net/npm/onnxruntime-web/dist/ort.webgpu.min.js" ></script> | |
<script type="module"> | |
import { MatchaTTSRaw } from "./js-esm/matcha_tts_raw.js"; | |
import { webWavPlay } from "./js-esm/web_wav_play.js"; | |
import { arpa_to_ipa } from "./js-esm/arpa_to_ipa.js"; | |
import { loadCmudict } from "./js-esm/cmudict_loader.js"; | |
import { env,textToArpa} from "./js-esm/text_to_arpa.js"; | |
env.allowLocalModels = true; | |
env.localModelPath = "./models/"; | |
env.backends.onnx.logLevel = "fatal"; | |
let matcha_tts_raw | |
let cmudict ={} | |
let speaking = false | |
async function main() { | |
if (speaking){ | |
console.log("speaking return") | |
} | |
speaking = true | |
console.log("main called") | |
if(!matcha_tts_raw){ | |
matcha_tts_raw = new MatchaTTSRaw() | |
console.time("load model"); | |
await matcha_tts_raw.load_model('./models/matcha-tts/vctk_univ_simplify.onnx',{ executionProviders: ['webgpu','wasm'] }); | |
console.timeEnd("load model"); | |
let cmudictReady = loadCmudict(cmudict,'./dictionaries/cmudict-0.7b') | |
await cmudictReady | |
}else{ | |
console.log("session exist skip load model") | |
} | |
const text = document.getElementById('textInput').value | |
const arpa_text = await textToArpa(cmudict,text) | |
const ipa_text = arpa_to_ipa(arpa_text).replace(/\s/g, ""); | |
console.log(ipa_text) | |
const spks = document.getElementById('spks').value | |
const speed = document.getElementById('speed').value | |
const tempature = document.getElementById('temperature').value | |
console.time("infer"); | |
const result = await matcha_tts_raw.infer(ipa_text, tempature, speed,spks); | |
console.timeEnd("infer"); | |
if (result!=null){ | |
webWavPlay(result) | |
} | |
speaking = false | |
} | |
function update_range(){ | |
const value = document.getElementById('spks').value | |
let formattedNumber = value.toString().padStart(3, '0'); | |
document.getElementById('spks_label').textContent = formattedNumber | |
} | |
function update_range2(){ | |
const value = document.getElementById('temperature').value | |
//let formattedNumber = value.toString().padStart(3, '0'); | |
document.getElementById('tempature_label').textContent = value//formattedNumber | |
} | |
function update_range3(){ | |
const value = document.getElementById('speed').value | |
//let formattedNumber = value.toString().padStart(3, '0'); | |
document.getElementById('speed_label').textContent = value//sformattedNumber | |
} | |
function tts(text,spk){ | |
document.getElementById('textInput').value = text | |
document.getElementById('spks').value = spk | |
let formattedNumber = spk.toString().padStart(3, '0'); | |
document.getElementById('spks_label').textContent = formattedNumber | |
main() | |
} | |
function shuffleArray(array) { | |
return array.slice().sort(() => Math.random() - 0.5); | |
} | |
window.onload = async function(){ | |
document.getElementById('textInput').onchange = main; | |
document.getElementById('myButton').onclick = main; | |
document.getElementById('spks').onchange = update_range | |
document.getElementById('temperature').onchange = update_range2 | |
document.getElementById('speed').onchange = update_range3 | |
const word_text = ` | |
Maybe. | |
Perhaps. | |
Probably. | |
Actually. | |
Basically. | |
Generally. | |
Usually. | |
Obviously. | |
Seriously. | |
Honestly. | |
Come here. | |
Go there. | |
Sit down. | |
Stand up. | |
Please wait. | |
Hurry up. | |
Be careful. | |
Be quiet. | |
Listen to me. | |
Look at this. | |
It's raining. | |
It's sunny. | |
It's cold. | |
It's hot. | |
It's late. | |
It's early. | |
It's easy. | |
It's difficult. | |
It's important. | |
It's interesting. | |
I'm excited! | |
I'm nervous. | |
I'm tired. | |
I'm hungry. | |
I'm thirsty. | |
I'm bored. | |
I'm happy. | |
I'm sad. | |
I'm angry. | |
I'm scared. | |
No problem. | |
You're welcome. | |
My pleasure. | |
Of course. | |
Sure thing. | |
No worries. | |
It's okay. | |
Don't mention it. | |
Any time. | |
See you later! | |
See you soon! | |
Take care! | |
Have a good one! | |
Good night! | |
Bye! | |
Farewell! | |
Any questions? | |
Is everything clear? | |
Do you need anything else? | |
Can I help you with anything? | |
What do you think? | |
I'm not sure about that. | |
I don't think so. | |
I disagree. | |
I see things differently. | |
That's not how I see it. | |
Exactly! | |
I agree. | |
That's right. | |
You're right. | |
I think so too. | |
I see your point. | |
You got this! | |
Hang in there! | |
Don't give up! | |
You can do it! | |
Keep trying! | |
I believe in you! | |
Got it. | |
Okay. | |
I understand. | |
Makes sense. | |
No problem. | |
You're welcome. | |
My pleasure. | |
Sure. | |
Of course. | |
Certainly. | |
Absolutely. | |
Definitely. | |
Wow! | |
Really? | |
No way! | |
Are you serious? | |
You're kidding! | |
That's incredible! | |
Unbelievable! | |
That's great! | |
That's awesome! | |
That's amazing! | |
I'm so happy! | |
This is fantastic! | |
Wonderful! | |
Excellent! | |
I'm sorry. | |
My bad. | |
Excuse me. | |
I apologize. | |
Forgive me. | |
Thank you! | |
Thanks! | |
Thank you so much! | |
I really appreciate it. | |
You're a lifesaver! | |
I owe you one. | |
Hello huggingface! | |
Good morning/afternoon/evening! | |
How are you? | |
How's it going? | |
What's up? | |
Long time no see! | |
Nice to meet you! | |
Good to see you! | |
` | |
const container = document.getElementById("buttons") | |
const words = shuffleArray(word_text.trim().split("\n")) | |
let number = 0 | |
for (let word of words){ | |
// Create Button | |
const button = document.createElement('button'); | |
const spk = number | |
// Set Button Text | |
button.textContent = "#"+spk.toString()+" "+word; | |
button.style ="margin:4px;" | |
// add click event | |
button.onclick = () => tts(word, spk); | |
// add button to dom | |
container.appendChild(button); | |
number +=1 | |
if (number>108){ | |
break | |
} | |
} | |
} | |
</script> | |
<div id="buttons"> | |
</div> | |
<br> | |
<input type="text" id="textInput" value ="Hello.Huggingface" style="width: 200px;" placeholder="Enter some text here..."> | |
<button id="myButton">Text To Speak</button><br><br> | |
<label for ="spks" style="width: 110px;display: inline-block;">Speaker ID</label> | |
<input type="range" id="spks" min="0" max="107" value="0" /> | |
<label for ="spks" id="spks_label">000</label><br> | |
<label for ="temperature" style="width: 110px;display: inline-block;">Temperature</label> | |
<input type="range" id="temperature" min="0" max="1.0" value="0.5" step="0.1"/> | |
<label for ="temperature" id="tempature_label">0.5</label><br> | |
<label for ="speed" style="width: 110px;display: inline-block;">Speed</label> | |
<input type="range" id="speed" min="0.1" max="2.0" value="1.0" step="0.1"/> | |
<label for ="speed" id="speed_label">1.0</label> | |
<br> | |
<br> | |
<div> <a href="https://huggingface.co/datasets/CSTR-Edinburgh/vctk">Dataset:CSTR-Edinburgh/vctk</a></div> | |
<br> | |
<div id="footer"> | |
<b>Spaces</b><br> | |
<a href="https://huggingface.co/spaces/Akjava/matcha-tts_vctk-onnx" style="font-size: 9px" target="link">Match-TTS VCTK-ONNX</a> | | |
<a href="https://huggingface.co/spaces/Akjava/matcha-tts-onnx-benchmarks" style="font-size: 9px" target="link">Match-TTS ONNX-Benchmark</a> | | |
<br><br> | |
<b>Credits</b><br> | |
<a href="https://github.com/akjava/Matcha-TTS-Japanese" style="font-size: 9px" target="link">Matcha-TTS-Japanese</a> | | |
<a href = "http://www.udialogue.org/download/cstr-vctk-corpus.html" style="font-size: 9px" target="link">CSTR VCTK Corpus</a> | | |
<a href = "https://github.com/cmusphinx/cmudict" style="font-size: 9px" target="link">CMUDict</a> | | |
<a href = "https://huggingface.co/docs/transformers.js/index" style="font-size: 9px" target="link">Transformer.js</a> | | |
<a href = "https://huggingface.co/cisco-ai/mini-bart-g2p" style="font-size: 9px" target="link">mini-bart-g2p</a> | | |
<a href = "https://onnxruntime.ai/docs/get-started/with-javascript/web.html" style="font-size: 9px" target="link">ONNXRuntime-Web</a> | | |
<a href = "https://github.com/akjava/English-To-IPA-Collections" style="font-size: 9px" target="link">English-To-IPA-Collections</a> | | |
<a href ="https://huggingface.co/papers/2309.03199" style="font-size: 9px" target="link">Matcha-TTS Paper</a> | |
</div> | |
</div> | |
</body> | |
</html> | |