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import { getPreviewString, saveTtsProviderSettings } from './index.js'; | |
export { VITSTtsProvider }; | |
class VITSTtsProvider { | |
//########// | |
// Config // | |
//########// | |
settings; | |
ready = false; | |
voices = []; | |
separator = '. '; | |
audioElement = document.createElement('audio'); | |
/** | |
* Perform any text processing before passing to TTS engine. | |
* @param {string} text Input text | |
* @returns {string} Processed text | |
*/ | |
processText(text) { | |
return text; | |
} | |
audioFormats = ['wav', 'ogg', 'silk', 'mp3', 'flac']; | |
languageLabels = { | |
'Auto': 'auto', | |
'Chinese': 'zh', | |
'English': 'en', | |
'Japanese': 'ja', | |
'Korean': 'ko', | |
}; | |
langKey2LangCode = { | |
'zh': 'zh-CN', | |
'en': 'en-US', | |
'ja': 'ja-JP', | |
'ko': 'ko-KR', | |
}; | |
modelTypes = { | |
VITS: 'VITS', | |
W2V2_VITS: 'W2V2-VITS', | |
BERT_VITS2: 'BERT-VITS2', | |
}; | |
defaultSettings = { | |
provider_endpoint: 'http://localhost:23456', | |
format: 'wav', | |
lang: 'auto', | |
length: 1.0, | |
noise: 0.33, | |
noisew: 0.4, | |
segment_size: 50, | |
streaming: false, | |
dim_emotion: 0, | |
sdp_ratio: 0.2, | |
emotion: 0, | |
text_prompt: '', | |
style_text: '', | |
style_weight: 1, | |
}; | |
get settingsHtml() { | |
let html = ` | |
<label for="vits_lang">Text Language</label> | |
<select id="vits_lang">`; | |
for (let language in this.languageLabels) { | |
if (this.languageLabels[language] == this.settings?.lang) { | |
html += `<option value="${this.languageLabels[language]}" selected="selected">${language}</option>`; | |
continue; | |
} | |
html += `<option value="${this.languageLabels[language]}">${language}</option>`; | |
} | |
html += ` | |
</select> | |
<label>VITS / W2V2-VITS / Bert-VITS2 Settings:</label><br/> | |
<label for="vits_endpoint">Provider Endpoint:</label> | |
<input id="vits_endpoint" type="text" class="text_pole" maxlength="250" value="${this.defaultSettings.provider_endpoint}"/> | |
<span>Use <a target="_blank" href="https://github.com/Artrajz/vits-simple-api">vits-simple-api</a>.</span><br/> | |
<label for="vits_format">Audio format:</label> | |
<select id="vits_format">`; | |
for (let format of this.audioFormats) { | |
if (format == this.settings?.format) { | |
html += `<option value="${format}" selected="selected">${format}</option>`; | |
continue; | |
} | |
html += `<option value="${format}">${format}</option>`; | |
} | |
html += ` | |
</select> | |
<label for="vits_length">Audio length: <span id="vits_length_output">${this.defaultSettings.length}</span></label> | |
<input id="vits_length" type="range" value="${this.defaultSettings.length}" min="0.0" max="5" step="0.01" /> | |
<label for="vits_noise">Noise: <span id="vits_noise_output">${this.defaultSettings.noise}</span></label> | |
<input id="vits_noise" type="range" value="${this.defaultSettings.noise}" min="0.1" max="2" step="0.01" /> | |
<label for="vits_noisew">SDP noise: <span id="vits_noisew_output">${this.defaultSettings.noisew}</span></label> | |
<input id="vits_noisew" type="range" value="${this.defaultSettings.noisew}" min="0.1" max="2" step="0.01" /> | |
<label for="vits_segment_size">Segment Size: <span id="vits_segment_size_output">${this.defaultSettings.segment_size}</span></label> | |
<input id="vits_segment_size" type="range" value="${this.defaultSettings.segment_size}" min="0" max="1000" step="1" /> | |
<label for="vits_streaming" class="checkbox_label"> | |
<input id="vits_streaming" type="checkbox" /> | |
<span>Streaming</span> | |
</label> | |
<label>W2V2-VITS Settings:</label><br/> | |
<label for="vits_dim_emotion">Dimensional emotion:</label> | |
<input id="vits_dim_emotion" type="number" class="text_pole" min="0" max="5457" step="1" value="${this.defaultSettings.dim_emotion}"/> | |
<label>BERT-VITS2 Settings:</label><br/> | |
<label for="vits_sdp_ratio">sdp_ratio: <span id="vits_sdp_ratio_output">${this.defaultSettings.sdp_ratio}</span></label> | |
<input id="vits_sdp_ratio" type="range" value="${this.defaultSettings.sdp_ratio}" min="0.0" max="1" step="0.01" /> | |
<label for="vits_emotion">emotion: <span id="vits_emotion_output">${this.defaultSettings.emotion}</span></label> | |
<input id="vits_emotion" type="range" value="${this.defaultSettings.emotion}" min="0" max="9" step="1" /> | |
<label for="vits_text_prompt">Text Prompt:</label> | |
<input id="vits_text_prompt" type="text" class="text_pole" maxlength="512" value="${this.defaultSettings.text_prompt}"/> | |
<label for="vits_style_text">Style text:</label> | |
<input id="vits_style_text" type="text" class="text_pole" maxlength="512" value="${this.defaultSettings.style_text}"/> | |
<label for="vits_style_weight">Style weight <span id="vits_style_weight_output">${this.defaultSettings.style_weight}</span></label> | |
<input id="vits_style_weight" type="range" value="${this.defaultSettings.style_weight}" min="0" max="1" step="0.01" /> | |
`; | |
return html; | |
} | |
onSettingsChange() { | |
// Used when provider settings are updated from UI | |
this.settings.provider_endpoint = $('#vits_endpoint').val(); | |
this.settings.lang = $('#vits_lang').val(); | |
this.settings.format = $('#vits_format').val(); | |
this.settings.dim_emotion = $('#vits_dim_emotion').val(); | |
this.settings.text_prompt = $('#vits_text_prompt').val(); | |
this.settings.style_text = $('#vits_style_text').val(); | |
// Update the default TTS settings based on input fields | |
this.settings.length = $('#vits_length').val(); | |
this.settings.noise = $('#vits_noise').val(); | |
this.settings.noisew = $('#vits_noisew').val(); | |
this.settings.segment_size = $('#vits_segment_size').val(); | |
this.settings.streaming = $('#vits_streaming').is(':checked'); | |
this.settings.sdp_ratio = $('#vits_sdp_ratio').val(); | |
this.settings.emotion = $('#vits_emotion').val(); | |
this.settings.style_weight = $('#vits_style_weight').val(); | |
// Update the UI to reflect changes | |
$('#vits_length_output').text(this.settings.length); | |
$('#vits_noise_output').text(this.settings.noise); | |
$('#vits_noisew_output').text(this.settings.noisew); | |
$('#vits_segment_size_output').text(this.settings.segment_size); | |
$('#vits_sdp_ratio_output').text(this.settings.sdp_ratio); | |
$('#vits_emotion_output').text(this.settings.emotion); | |
$('#vits_style_weight_output').text(this.settings.style_weight); | |
saveTtsProviderSettings(); | |
this.changeTTSSettings(); | |
} | |
async loadSettings(settings) { | |
// Pupulate Provider UI given input settings | |
if (Object.keys(settings).length == 0) { | |
console.info('Using default TTS Provider settings'); | |
} | |
// Only accept keys defined in defaultSettings | |
this.settings = this.defaultSettings; | |
for (const key in settings) { | |
if (key in this.settings) { | |
this.settings[key] = settings[key]; | |
} else { | |
console.debug(`Ignoring non-user-configurable setting: ${key}`); | |
} | |
} | |
// Set initial values from the settings | |
$('#vits_endpoint').val(this.settings.provider_endpoint); | |
$('#vits_lang').val(this.settings.lang); | |
$('#vits_format').val(this.settings.format); | |
$('#vits_length').val(this.settings.length); | |
$('#vits_noise').val(this.settings.noise); | |
$('#vits_noisew').val(this.settings.noisew); | |
$('#vits_segment_size').val(this.settings.segment_size); | |
$('#vits_streaming').prop('checked', this.settings.streaming); | |
$('#vits_dim_emotion').val(this.settings.dim_emotion); | |
$('#vits_sdp_ratio').val(this.settings.sdp_ratio); | |
$('#vits_emotion').val(this.settings.emotion); | |
$('#vits_text_prompt').val(this.settings.text_prompt); | |
$('#vits_style_text').val(this.settings.style_text); | |
$('#vits_style_weight').val(this.settings.style_weight); | |
// Update the UI to reflect changes | |
$('#vits_length_output').text(this.settings.length); | |
$('#vits_noise_output').text(this.settings.noise); | |
$('#vits_noisew_output').text(this.settings.noisew); | |
$('#vits_segment_size_output').text(this.settings.segment_size); | |
$('#vits_sdp_ratio_output').text(this.settings.sdp_ratio); | |
$('#vits_emotion_output').text(this.settings.emotion); | |
$('#vits_style_weight_output').text(this.settings.style_weight); | |
// Register input/change event listeners to update settings on user interaction | |
$('#vits_endpoint').on('input', () => { this.onSettingsChange(); }); | |
$('#vits_lang').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_format').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_length').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_noise').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_noisew').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_segment_size').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_streaming').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_dim_emotion').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_sdp_ratio').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_emotion').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_text_prompt').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_style_text').on('change', () => { this.onSettingsChange(); }); | |
$('#vits_style_weight').on('change', () => { this.onSettingsChange(); }); | |
await this.checkReady(); | |
console.info('VITS: Settings loaded'); | |
} | |
// Perform a simple readiness check by trying to fetch voiceIds | |
async checkReady() { | |
await Promise.allSettled([this.fetchTtsVoiceObjects(), this.changeTTSSettings()]); | |
} | |
async onRefreshClick() { | |
return; | |
} | |
//#################// | |
// TTS Interfaces // | |
//#################// | |
async getVoice(voiceName) { | |
if (this.voices.length == 0) { | |
this.voices = await this.fetchTtsVoiceObjects(); | |
} | |
const match = this.voices.filter( | |
v => v.name == voiceName, | |
)[0]; | |
if (!match) { | |
throw `TTS Voice name ${voiceName} not found`; | |
} | |
return match; | |
} | |
async getVoiceById(voiceId) { | |
if (this.voices.length == 0) { | |
this.voices = await this.fetchTtsVoiceObjects(); | |
} | |
const match = this.voices.filter( | |
v => v.voice_id == voiceId, | |
)[0]; | |
if (!match) { | |
throw `TTS Voice id ${voiceId} not found`; | |
} | |
return match; | |
} | |
async generateTts(text, voiceId) { | |
const response = await this.fetchTtsGeneration(text, voiceId); | |
return response; | |
} | |
//###########// | |
// API CALLS // | |
//###########// | |
async fetchTtsVoiceObjects() { | |
const response = await fetch(`${this.settings.provider_endpoint}/voice/speakers`); | |
if (!response.ok) { | |
throw new Error(`HTTP ${response.status}: ${await response.json()}`); | |
} | |
const jsonData = await response.json(); | |
const voices = []; | |
const addVoices = (modelType) => { | |
jsonData[modelType].forEach(voice => { | |
voices.push({ | |
name: `[${modelType}] ${voice.name} (${voice.lang})`, | |
voice_id: `${modelType}&${voice.id}`, | |
preview_url: false, | |
lang: voice.lang, | |
}); | |
}); | |
}; | |
for (const key in this.modelTypes) { | |
addVoices(this.modelTypes[key]); | |
} | |
this.voices = voices; // Assign to the class property | |
return voices; // Also return this list | |
} | |
// Each time a parameter is changed, we change the configuration | |
async changeTTSSettings() { | |
} | |
/** | |
* Fetch TTS generation from the API. | |
* @param {string} inputText Text to generate TTS for | |
* @param {string} voiceId Voice ID to use (model_type&speaker_id)) | |
* @returns {Promise<Response|string>} Fetch response | |
*/ | |
async fetchTtsGeneration(inputText, voiceId, lang = null, forceNoStreaming = false) { | |
console.info(`Generating new TTS for voice_id ${voiceId}`); | |
const streaming = !forceNoStreaming && this.settings.streaming; | |
const [model_type, speaker_id] = voiceId.split('&'); | |
const params = new URLSearchParams(); | |
params.append('text', inputText); | |
params.append('id', speaker_id); | |
if (streaming) { | |
params.append('streaming', streaming); | |
// Streaming response only supports MP3 | |
} | |
else { | |
params.append('format', this.settings.format); | |
} | |
params.append('lang', lang ?? this.settings.lang); | |
params.append('length', this.settings.length); | |
params.append('noise', this.settings.noise); | |
params.append('noisew', this.settings.noisew); | |
params.append('segment_size', this.settings.segment_size); | |
if (model_type == this.modelTypes.W2V2_VITS) { | |
params.append('emotion', this.settings.dim_emotion); | |
} | |
else if (model_type == this.modelTypes.BERT_VITS2) { | |
params.append('sdp_ratio', this.settings.sdp_ratio); | |
params.append('emotion', this.settings.emotion); | |
if (this.settings.text_prompt) { | |
params.append('text_prompt', this.settings.text_prompt); | |
} | |
if (this.settings.style_text) { | |
params.append('style_text', this.settings.style_text); | |
params.append('style_weight', this.settings.style_weight); | |
} | |
} | |
const url = `${this.settings.provider_endpoint}/voice/${model_type.toLowerCase()}`; | |
if (streaming) { | |
return url + `?${params.toString()}`; | |
} | |
const response = await fetch( | |
url, | |
{ | |
method: 'POST', | |
headers: { | |
'Content-Type': 'application/x-www-form-urlencoded', | |
}, | |
body: params, | |
}, | |
); | |
if (!response.ok) { | |
toastr.error(response.statusText, 'TTS Generation Failed'); | |
throw new Error(`HTTP ${response.status}: ${await response.text()}`); | |
} | |
return response; | |
} | |
/** | |
* Preview TTS for a given voice ID. | |
* @param {string} id Voice ID | |
*/ | |
async previewTtsVoice(id) { | |
this.audioElement.pause(); | |
this.audioElement.currentTime = 0; | |
const voice = await this.getVoiceById(id); | |
const lang = voice.lang.includes(this.settings.lang) ? this.settings.lang : voice.lang[0]; | |
let lang_code = this.langKey2LangCode[lang]; | |
const text = getPreviewString(lang_code); | |
const response = await this.fetchTtsGeneration(text, id, lang, true); | |
if (typeof response != 'string') { | |
if (!response.ok) { | |
throw new Error(`HTTP ${response.status}: ${await response.text()}`); | |
} | |
const audio = await response.blob(); | |
const url = URL.createObjectURL(audio); | |
this.audioElement.src = url; | |
this.audioElement.play(); | |
} | |
} | |
// Interface not used | |
async fetchTtsFromHistory(history_item_id) { | |
return Promise.resolve(history_item_id); | |
} | |
} | |