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dictionaries/LICENSE_cmudict-0.7b.txt

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+Copyright (c) 2015, Carnegie Mellon University
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+* Redistributions of source code must retain the above copyright notice, this
+  list of conditions and the following disclaimer.
+
+* Redistributions in binary form must reproduce the above copyright notice,
+  this list of conditions and the following disclaimer in the documentation
+  and/or other materials provided with the distribution.
+
+* Neither the name of dictTools nor the names of its
+  contributors may be used to endorse or promote products derived from
+  this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+

js-esm/arpa_to_ipa.js

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+//ver 0.1
+
+const vowels = {
+    //apply rule owel length is indicated (AA -> ɑː, ER -> ɝː, IY -> iː, UW -> uː). However, unstressed word-final ER and IY are short (i.e., ER0 -> ɝ and IY -> i when word-final).
+    'AA0': 'ɑː',
+    'AA1': 'ɑː',
+    'AA2': 'ɑː',
+    'AE0': 'æ',
+    'AE1': 'æ',
+    'AE2': 'æ',
+    'AH0': 'ə',
+    'AH1': 'ʌ',
+    'AH2': 'ə',//AH is converted to ʌ when bearing primary stress and to ə otherwise (AH1 -> ʌ; AH0, AH2 -> ə) from https://github.com/menelik3/cmudict-ipa
+    'AO0': 'ɔ',
+    'AO1': 'ɔ',
+    'AO2': 'ɔ',
+    'AW0': 'aʊ',
+    'AW1': 'aʊ',
+    'AW2': 'aʊ',
+    'AY0': 'aɪ',
+    'AY1': 'aɪ',
+    'AY2': 'aɪ',
+    'EH0': 'ɛ',
+    'EH1': 'ɛ',
+    'EH2': 'ɛ',
+    'ER0': 'ɝ',//somehow this way betters
+    'ER1': 'ɝː',
+    'ER2': 'ɝː',
+    'EY0': 'eɪ',
+    'EY1': 'eɪ',
+    'EY2': 'eɪ',
+    'IH0': 'ɪ',
+    'IH1': 'ɪ',
+    'IH2': 'ɪ',
+    'IY0': 'iː',
+    'IY1': 'iː',
+    'IY2': 'iː',
+    'OW0': 'oʊ',
+    'OW1': 'oʊ',
+    'OW2': 'oʊ',
+    'OY0': 'ɔɪ',
+    'OY1': 'ɔɪ',
+    'OY2': 'ɔɪ',
+    'UH0': 'ʊ',
+    'UH1': 'ʊ',
+    'UH2': 'ʊ',
+    'UW0': 'uː',
+    'UW1': 'uː',
+    'UW2': 'uː'
+  };
+
+  const consonants = {
+    'B': 'b',
+    'CH': 'tʃ',
+    'D': 'd',
+    'DH': 'ð',
+    'F': 'f',
+    'G': 'g',
+    'HH': 'h',
+    'JH': 'dʒ',
+    'K': 'k',
+    'L': 'l',
+    'M': 'm',
+    'N': 'n',
+    'NG': 'ŋ',
+    'P': 'p',
+    'R': 'r',
+    'S': 's',
+    'SH': 'ʃ',
+    'T': 't',
+    'TH': 'θ',
+    'V': 'v',
+    'W': 'w',
+    'Y': 'j',
+    'Z': 'z',
+    'ZH': 'ʒ'
+  };
+
+
+  const AccentMode ={
+    SIMPLIFIED_VOWEL_ALIGNED:"SIMPLIFIED_VOWEL_ALIGNED",//Stable not for Human
+    STANDARD:"STANDARd",//for Human but broken ,it's hard to split syallable constraints correctly
+    NONE:"NONE"
+  };
+  
+  const arpa_to_ipa_lookup_tables = {
+    ...vowels,
+    ...consonants
+  };
+
+  class Syllable {
+    constructor(ontop,nucleus, coder,accent,ontop_arpa) {
+        this.ontop = ontop;
+        this.ontop_arpa = ontop_arpa   
+        this.nucleus  = nucleus; // vowel
+        
+        this.coder = coder
+        this.accent = accent; 
+    }
+  
+  
+    display() {
+        console.log(`Ontop: ${this.ontop} Nucleus: ${this.nucleus}, Coder: ${this.coder}, Accent: ${this.accent}`);
+    }
+  }
+
+  //for AccentMode.STANDARD but not good
+  const consonantClusters = [
+    "PL", "PR", "TR", "BR", "KR", "GR", "DR", "GL", "FL", "BL", "KL",
+    // Stop + Nasal
+    "TN", "DN", "PN",  "GN", "BM", "DM", "PM", "GM", "TM",
+    // Fricative + Approximant/Lateral
+    "SL", "SW", "SHL", "SHR", "VL", "VR", "ZL", "ZR", "THL", "THR",
+    "FTH", "VTH", "ZTH", 
+    // Other important combinations
+    "FY", "KY", "MY", "NY", "HY", "BY", "PY", "LY",
+    //add
+    "KW","DW",
+    // 3-phoneme Clusters
+    "SPR", "STR", "SKR", "SPL", "STL", "SKL", "SHT", "SPT", "STK", "SPN"
+  ];
+
+  // for AccentMode.STANDARD but not good
+  function splitCodaOnset(consonants,pre_nucleus=null,post_nucleus=null) {
+    if (consonants.length==0){
+        return [[],[]];
+    }else if (consonants.length==1){
+        return [[],consonants];
+    }
+    let peakIndex = 1
+    const cluster=consonants.join("")
+    if ((cluster == "DM" || cluster == "DN") && (pre_nucleus == "ə" || pre_nucleus=="æ")){ //AD
+    peakIndex = 1
+    }else if (consonantClusters.includes(cluster)){
+        return [[],consonants];
+    }
+
+    
+    if (cluster == "RDV"){
+        peakIndex = 2
+    }
+    else{
+        if (consonants.length>3){
+            const last_cluster=consonants.slice(1).join("")
+            //console.log(head_cluster)
+            if (consonantClusters.includes(last_cluster)){
+                peakIndex = 1
+            }else{
+                peakIndex = 2
+            }
+        }
+    }
+
+    const coda = consonants.slice(0, peakIndex);
+    const onset = consonants.slice(peakIndex);
+  
+    return [ coda, onset ];
+  }
+  
+  // Function to convert Arpabet to IPA
+  function arpa_to_ipa(arpa_text,accent_mode=AccentMode.SIMPLIFIED_VOWEL_ALIGNED) {
+    arpa_text = arpa_text.replaceAll(",","\t,").replaceAll(".","\t.").replaceAll("?","\t?").replaceAll("!","\t!")
+    console.log(arpa_text)
+    const words = arpa_text.split("\t")
+    const ipa_texts = []
+    words.forEach(function(word){
+        word = word.trim()
+        //console.log(`'${word}'`)
+        if (word == ""){
+            return
+        }
+        else if (word == "." || word ==","|| word =="!"|| word =="?"){
+            ipa_texts.push(word)
+        }else{
+          
+            let syllable = arpa_to_ipa_with_syllables(word)
+            const ipa_text = syallablesToString(syllable,accent_mode)
+
+            ipa_texts.push(ipa_text)
+            ipa_texts.push(" ") //word separator
+        }
+       
+    });
+
+    return ipa_texts.join("").replaceAll(" .",".").replaceAll(" ,",",").replaceAll(" ?","?").replaceAll(" !","!")
+
+    
+  }
+  
+  function arpas_symbol_to_ipa(phonemes){
+    let ipaText = ""
+    for (let i = 0; i < phonemes.length; i++) {
+        const phoneme = phonemes[i];
+        let ipaSymbol = arpa_to_ipa_lookup_tables[phoneme];
+        if (ipaSymbol === undefined) {
+            console.log(`Invalid Arpabet phoneme: ${phoneme}`);
+            continue; // Skip invalid phonemes
+          }
+        ipaText+=ipaSymbol
+    }
+    return ipaText
+  }
+
+  // Function to convert Arpabet to IPA and extract syllable information
+  function arpa_to_ipa_with_syllables(arpa) {
+    arpa = arpa.toUpperCase();
+    const phonemes = arpa.split(' ');
+    let syllables = [];
+    let currentSyllable = { nucleus: null, ontop: "", coder:"", accent: -1 ,ontop_arpa:[]}; // Default accent is -1
+  
+    for (let i = 0; i < phonemes.length; i++) {
+      const phoneme = phonemes[i];
+      let ipaSymbol = arpa_to_ipa_lookup_tables[phoneme];
+      if (ipaSymbol === undefined) {//for omitted vowel
+        ipaSymbol = arpa_to_ipa_lookup_tables[phoneme+"0"];
+        }
+  
+      if (ipaSymbol === undefined) {
+        console.log(`Invalid Arpabet phoneme: ${phoneme}`);
+        continue; // Skip invalid phonemes
+      }
+  
+      // Check for vowel (Corrected condition)
+      if (phoneme in vowels) {
+        
+        let accent = -1; // Default accent is -1
+        const lastChar = phoneme.slice(-1);
+        if (!isNaN(lastChar)) { // Check if the last character is a number
+          accent = parseInt(lastChar, 10);
+        }
+  
+          syllables.push(new Syllable(currentSyllable.ontop,ipaSymbol, currentSyllable.coder, accent,currentSyllable.ontop_arpa));
+        //}
+  
+        currentSyllable = { nucleus: null, ontop: "", coder:"",accent: -1 ,ontop_arpa:[]};
+      } else {
+        currentSyllable.ontop += ipaSymbol;
+        currentSyllable.ontop_arpa.push(phoneme)
+      }
+    }
+  
+    
+    // Add the last syllable if it has content
+    if (currentSyllable.nucleus !== null || currentSyllable.ontop !== "") {
+      syllables.push(new Syllable(currentSyllable.ontop,currentSyllable.nucleus, currentSyllable.coder, currentSyllable.accent));
+    }
+  
+    // merge last syallable  
+    let last_syallable = syllables[syllables.length-1]
+    // move single last ontop to pre-coder
+    if (last_syallable.nucleus == null){
+        const pre_syallable = syllables[syllables.length-2]
+        pre_syallable.coder += last_syallable.ontop
+        syllables = syllables.slice(0,syllables.length-1)
+    }
+
+    for(let i=1;i<syllables.length;i++){
+        const result = splitCodaOnset(syllables[i].ontop_arpa, syllables[i-1].nucleus, syllables[i].nucleus)
+        const coder = arpas_symbol_to_ipa(result[0])
+        const onset = arpas_symbol_to_ipa(result[1])
+        syllables[i-1].coder = coder
+        syllables[i].ontop = onset
+    }
+    
+    
+
+
+    last_syallable = syllables[syllables.length-1]
+    if (last_syallable.nucleus!=null){
+        if (last_syallable.accent<1){
+          if(last_syallable.nucleus.endsWith("iː") && last_syallable.coder==""){
+              last_syallable.nucleus = last_syallable.nucleus.substring(0, last_syallable.nucleus.length-1)
+          }
+          else if(last_syallable.nucleus.endsWith("ɝː")){
+            last_syallable.nucleus = last_syallable.nucleus.substring(0, last_syallable.nucleus.length-1)
+          }
+        }
+    }
+  
+    return syllables;
+  }
+  
+  function syallablesToString(syllables,accent_mode=AccentMode.SIMPLIFIED_VOWEL_ALIGNED) {
+    let ipaString = "";
+    
+  
+    for (let i = 0; i < syllables.length; i++) {
+      const syllable = syllables[i];
+      //console.log(syllable.consonant)
+      const nucleus = (syllable.nucleus != null) ? syllable.nucleus : "";
+      let accent = ""
+     
+     //console.log(ipaString)
+  
+      if (syllable.accent === 1) {
+        accent = "ˈ";
+      } else if (syllable.accent === 2) {
+        accent = "ˌ";
+      } else if (syllable.accent === 0) {
+        //ipaString = "ˌ" + ipaString;
+      }
+      if (accent_mode == AccentMode.STANDARD){
+        ipaString += accent+syllable.ontop + nucleus+syllable.coder;
+      }else if (accent_mode == AccentMode.SIMPLIFIED_VOWEL_ALIGNED){
+        ipaString += syllable.ontop + accent+nucleus+syllable.coder;
+      }else{
+        ipaString += syllable.ontop + nucleus+syllable.coder;
+      }
+      
+    }
+  
+    return ipaString;
+  }
+  
+  export { arpa_to_ipa };

js-esm/cmudict_loader.js

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+//ver 0.1
+async function loadCmudict(obj=cmudict,path='./cmudict-0.7b',splitter="  ") { //split double-space
+  return new Promise(async (resolve, reject) => {
+    try {
+      const response = await fetch(path);
+      const responseText = await response.text();
+      
+      const lines = responseText.split('\n');
+      
+      lines.forEach(line => {
+        let data = line.trim().split(splitter); 
+        obj[data[0]] = data[1];
+      });
+  
+      resolve(true);
+    } catch (error) {
+      console.error('Error:', error);
+    }
+  });
+}
+
+//let cmudictReady =loadCmudict();
+
+function get_arpa(cmudict,word){
+  return cmudict[word.toUpperCase()]
+}
+  
+
+ function textToArpa(cmudict,text){
+  var keep_words = [",",".","!","?"]
+  let inputText = text.toUpperCase()
+  keep_words.forEach(function(key){
+    inputText = inputText.replaceAll(key," "+key+" ");
+  });
+  //console.log(`replaced ${inputText}`)
+  
+  let result = []
+  let non_converted = []
+  var words = inputText.split(" ")
+  
+  words.forEach(word => {
+     
+      if (keep_words.includes(word)){//,.!? just keep
+        result.push(word)
+      }else if (word ==""){
+        
+        }else{
+        const arpa = get_arpa(cmudict,word)
+        
+        if (typeof arpa == "undefined"){
+          result.push("@"+word)
+          non_converted.push(word)
+        }else{
+          result.push(arpa)
+        }
+      }
+  });
+  
+  return {"result":result,"non_converted":non_converted}
+}
+
+export { textToArpa, loadCmudict};

js-esm/matcha_tts_raw.js

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+const _pad = "_";
+const _punctuation = ";:,.!?¡¿—…\"«»“” ";
+const _letters = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz";
+const _letters_ipa = "ɑɐɒæɓʙβɔɕçɗɖðʤəɘɚɛɜɝɞɟʄɡɠɢʛɦɧħɥʜɨɪʝɭɬɫɮʟɱɯɰŋɳɲɴøɵɸθœɶʘɹɺɾɻʀʁɽʂʃʈʧʉʊʋⱱʌɣɤʍχʎʏʑʐʒʔʡʕʢǀǁǂǃˈˌːˑʼʴʰʱʲʷˠˤ˞↓↑→↗↘'̩'ᵻ";
+
+// below code called Spread syntax
+const Symbols = [_pad, ..._punctuation, ..._letters, ..._letters_ipa];
+
+const SpaceId = Symbols.indexOf(' ');
+
+const symbolToId = {};
+const idToSymbol = {};
+
+// initialize symbolToId and  idToSymbol
+for (let i = 0; i < Symbols.length; i++) {
+symbolToId[Symbols[i]] = i;
+idToSymbol[i] = Symbols[i];
+}
+
+class MatchaTTSRaw {
+    constructor() {
+        this.processing = false
+    }
+    async load_model(model_path,options={}){
+        this.session = await ort.InferenceSession.create(model_path,options);
+        console.log(this.session)
+        const inputNames = this.session.inputNames;
+        this.need_spks = inputNames.includes("spks")
+        console.log(`this model need spks = ${this.need_spks}`);
+        return this.session
+    }
+
+        get_output_names_html(){
+        if (typeof this.session=='undefined'){
+            return null
+        }
+        let outputNamesString = '[outputNames]<br>';
+        const outputNames = this.session.outputNames;
+        for (let outputName of outputNames) {
+            console.log(outputName)
+            outputNamesString+=outputName+"<br>"
+        }
+        return outputNamesString.trim()
+    }
+
+    get_input_names_html(){
+        if (typeof this.session=='undefined'){
+            return null
+        }
+        
+        let inputNamesString = '[inputNames]<br>';
+        const inputNames = this.session.inputNames;
+
+        for (let inputName of inputNames) {
+            console.log(inputName)
+            inputNamesString+=inputName+"<br>"
+        }
+        return inputNamesString.trim()
+    }
+
+
+    processText(text) {
+    const x = this.intersperse(this.textToSequence(text));
+    const x_phones = this.sequenceToText(x);
+    const textList = [];
+    for (let i = 1; i < x_phones.length; i += 2) {
+    textList.push(x_phones[i]);
+    }
+
+    return {
+    x: x,
+    x_length: x.length,
+    x_phones: x_phones,
+    x_phones_label: textList.join(""),
+    };
+}
+
+
+    basicCleaners2(text, lowercase = false) {
+    if (lowercase) {
+    text = text.toLowerCase();
+    }
+    text = text.replace(/\s+/g, " ");
+    return text;
+}
+
+    textToSequence(text) {
+    const sequenceList = [];
+    const clean_text = this.basicCleaners2(text);
+    for (let i = 0; i < clean_text.length; i++) {
+    const symbol = clean_text[i];
+    sequenceList.push(symbolToId[symbol]);
+    }
+    return sequenceList;
+}
+
+    intersperse(sequence, item = 0) {
+    const sequenceList = [item];
+    for (let i = 0; i < sequence.length; i++) {
+    sequenceList.push(sequence[i]);
+    sequenceList.push(item);
+    }
+    return sequenceList;
+    }
+
+    sequenceToText(sequence) {
+    const textList = [];
+    for (let i = 0; i < sequence.length; i++) {
+    const symbol = idToSymbol[sequence[i]];
+    textList.push(symbol);
+    }
+    return textList.join("");
+}
+
+async infer(text, temperature, speed,spks=0) {
+    if(this.processing){
+        console.error("already processing")
+        return null
+    }
+    this.processing = true
+    try{
+
+
+    const dic = this.processText(text);
+console.log(`x:${dic.x.join(", ")}`);
+console.log(`x_length:${dic.x_length}`);
+console.log(`x_phones_label:${dic.x_phones_label}`);
+console.log(`temperature=${temperature} speed = ${speed} spks=${spks}`);
+    
+
+const dataX = new BigInt64Array(dic.x.length)
+for (let i = 0; i < dic.x.length; i++) {
+    //console.log(dic.x[i])
+    dataX[i] = BigInt(dic.x[i]); // Convert each number to a BigInt
+    }
+const data_x_length = new BigInt64Array(1)
+data_x_length[0] = BigInt(dic.x_length)
+
+//const dataX = Int32Array.from([dic.x_length])
+const tensorX = new ort.Tensor('int64', dataX, [1, dic.x.length]);
+// const data_x_length = Int32Array.from([dic.x_length])
+const tensor_x_length = new ort.Tensor('int64', data_x_length, [1]);
+const data_scale = Float32Array.from( [temperature, speed])
+const tensor_scale = new ort.Tensor('float32', data_scale, [2]);
+
+
+const send_data = {
+    x: tensorX,
+    x_lengths: tensor_x_length,
+    scales: tensor_scale,
+    }
+
+//for vctk need speaker id
+if (this.need_spks){
+    const data_spks = new BigInt64Array(1)
+    data_spks[0] = BigInt(spks)
+    const tensor_spks = new ort.Tensor('int64', data_spks, [1]);
+    send_data.spks = tensor_spks
+}
+// Run inference
+const output = await this.session.run(send_data);
+//If your onnx not connect hifigun difference output return (not tested)
+const wav_array = output.wav.data;
+const x_lengths_array = output.wav_lengths.data;
+
+this.processing = false
+return wav_array;
+    }catch (exception){
+        this.processing = false
+        return null
+    }
+}
+
+
+}
+
+export { MatchaTTSRaw };

js-esm/ort-wasm-simd-threaded.mjs

@@ -0,0 +1,80 @@
+
+var ortWasmThreaded = (() => {
+  var _scriptName = import.meta.url;
+  
+  return (
+async function(moduleArg = {}) {
+  var moduleRtn;
+
+function aa(){g.buffer!=l.buffer&&m();return l}function n(){g.buffer!=l.buffer&&m();return ba}function r(){g.buffer!=l.buffer&&m();return ca}function u(){g.buffer!=l.buffer&&m();return da}function ea(){g.buffer!=l.buffer&&m();return fa}var w=Object.assign({},moduleArg),ha,x,ia=new Promise((a,b)=>{ha=a;x=b}),ja="object"==typeof window,A="function"==typeof importScripts,B="object"==typeof process&&"object"==typeof process.versions&&"string"==typeof process.versions.node,C=A&&"em-pthread"==self.name;
+if(B){const {createRequire:a}=await import("module");var require=a(import.meta.url),D=require("worker_threads");global.Worker=D.Worker;C=(A=!D.lb)&&"em-pthread"==D.workerData}"use strict";w.mountExternalData=(a,b)=>{(w.Ua||(w.Ua=new Map)).set(a,b)};w.unmountExternalData=()=>{delete w.Ua};
+var SharedArrayBuffer=globalThis.SharedArrayBuffer??(new WebAssembly.Memory({initial:0,maximum:0,shared:!0})).buffer.constructor,ka=Object.assign({},w),la="./this.program",E=(a,b)=>{throw b;},F="",ma,G,H;
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+var Gc=[null,[],[]];function Nb(a,b,c,d){if(C)return V(23,1,a,b,c,d);b>>>=0;c>>>=0;d>>>=0;for(var f=0,h=0;h<c;h++){var k=u()[b>>>2>>>0],q=u()[b+4>>>2>>>0];b+=8;for(var y=0;y<q;y++){var v=n()[k+y>>>0],z=Gc[a];0===v||10===v?((1===a?ra:I)(sc(z,0)),z.length=0):z.push(v)}f+=q}u()[d>>>2>>>0]=f;return 0}var Hc=[31,29,31,30,31,30,31,31,30,31,30,31],Ic=[31,28,31,30,31,30,31,31,30,31,30,31];function Jc(a){var b=Array(tc(a)+1);uc(a,b,0,b.length);return b}var Kc=(a,b)=>{aa().set(a,b>>>0)};
+function Pb(a,b,c,d){function f(e,p,t){for(e="number"==typeof e?e.toString():e||"";e.length<p;)e=t[0]+e;return e}function h(e,p){return f(e,p,"0")}function k(e,p){function t(Xb){return 0>Xb?-1:0<Xb?1:0}var J;0===(J=t(e.getFullYear()-p.getFullYear()))&&0===(J=t(e.getMonth()-p.getMonth()))&&(J=t(e.getDate()-p.getDate()));return J}function q(e){switch(e.getDay()){case 0:return new Date(e.getFullYear()-1,11,29);case 1:return e;case 2:return new Date(e.getFullYear(),0,3);case 3:return new Date(e.getFullYear(),
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+"%A":e=>Yb[e.Qa],"%b":e=>Zb[e.Wa].substring(0,3),"%B":e=>Zb[e.Wa],"%C":e=>h((e.Ta+1900)/100|0,2),"%d":e=>h(e.Ya,2),"%e":e=>f(e.Ya,2," "),"%g":e=>y(e).toString().substring(2),"%G":y,"%H":e=>h(e.Va,2),"%I":e=>{e=e.Va;0==e?e=12:12<e&&(e-=12);return h(e,2)},"%j":e=>{for(var p=0,t=0;t<=e.Wa-1;p+=(X(e.Ta+1900)?Hc:Ic)[t++]);return h(e.Ya+p,3)},"%m":e=>h(e.Wa+1,2),"%M":e=>h(e.fb,2),"%n":()=>"\n","%p":e=>0<=e.Va&&12>e.Va?"AM":"PM","%S":e=>h(e.gb,2),"%t":()=>"\t","%u":e=>e.Qa||7,"%U":e=>h(Math.floor((e.Sa+
+7-e.Qa)/7),2),"%V":e=>{var p=Math.floor((e.Sa+7-(e.Qa+6)%7)/7);2>=(e.Qa+371-e.Sa-2)%7&&p++;if(p)53==p&&(t=(e.Qa+371-e.Sa)%7,4==t||3==t&&X(e.Ta)||(p=1));else{p=52;var t=(e.Qa+7-e.Sa-1)%7;(4==t||5==t&&X(e.Ta%400-1))&&p++}return h(p,2)},"%w":e=>e.Qa,"%W":e=>h(Math.floor((e.Sa+7-(e.Qa+6)%7)/7),2),"%y":e=>(e.Ta+1900).toString().substring(2),"%Y":e=>e.Ta+1900,"%z":e=>{e=e.eb;var p=0<=e;e=Math.abs(e)/60;return(p?"+":"-")+String("0000"+(e/60*100+e%60)).slice(-4)},"%Z":e=>e.hb,"%%":()=>"%"};c=c.replace(/%%/g,
+"\x00\x00");for(z in v)c.includes(z)&&(c=c.replace(new RegExp(z,"g"),v[z](d)));c=c.replace(/\0\0/g,"%");z=Jc(c);if(z.length>b)return 0;Kc(z,a);return z.length-1}function Qb(a,b,c,d){return Pb(a>>>0,b>>>0,c>>>0,d>>>0)}C||fc();
+var xc=[Ob,dc,qc,Wa,Xa,Ya,Za,$a,ab,bb,cb,db,eb,fb,gb,hb,sb,tb,Hb,Ib,Kb,Lb,Mb,Nb],Sa,Z=function(){function a(c,d){Z=c.exports;Z=Lc();ec.push(Z.Ea);mc=Z.Fa;Ha.unshift(Z.$);Ea=d;Ka();return Z}var b=va();O++;if(w.instantiateWasm)try{return w.instantiateWasm(b,a)}catch(c){I(`Module.instantiateWasm callback failed with error: ${c}`),x(c)}Na||=w.locateFile?Ma("ort-wasm-simd-threaded.wasm")?"ort-wasm-simd-threaded.wasm":w.locateFile?w.locateFile("ort-wasm-simd-threaded.wasm",F):F+"ort-wasm-simd-threaded.wasm":
+(new URL("ort-wasm-simd-threaded.wasm",import.meta.url)).href;Ra(b,function(c){a(c.instance,c.module)}).catch(x);return{}}();w._OrtInit=(a,b)=>(w._OrtInit=Z.aa)(a,b);w._OrtGetLastError=(a,b)=>(w._OrtGetLastError=Z.ba)(a,b);w._OrtCreateSessionOptions=(a,b,c,d,f,h,k,q,y,v)=>(w._OrtCreateSessionOptions=Z.ca)(a,b,c,d,f,h,k,q,y,v);w._OrtAppendExecutionProvider=(a,b)=>(w._OrtAppendExecutionProvider=Z.da)(a,b);w._OrtAddFreeDimensionOverride=(a,b,c)=>(w._OrtAddFreeDimensionOverride=Z.ea)(a,b,c);
+w._OrtAddSessionConfigEntry=(a,b,c)=>(w._OrtAddSessionConfigEntry=Z.fa)(a,b,c);w._OrtReleaseSessionOptions=a=>(w._OrtReleaseSessionOptions=Z.ga)(a);w._OrtCreateSession=(a,b,c)=>(w._OrtCreateSession=Z.ha)(a,b,c);w._OrtReleaseSession=a=>(w._OrtReleaseSession=Z.ia)(a);w._OrtGetInputOutputCount=(a,b,c)=>(w._OrtGetInputOutputCount=Z.ja)(a,b,c);w._OrtGetInputName=(a,b)=>(w._OrtGetInputName=Z.ka)(a,b);w._OrtGetOutputName=(a,b)=>(w._OrtGetOutputName=Z.la)(a,b);w._OrtFree=a=>(w._OrtFree=Z.ma)(a);
+w._OrtCreateTensor=(a,b,c,d,f,h)=>(w._OrtCreateTensor=Z.na)(a,b,c,d,f,h);w._OrtGetTensorData=(a,b,c,d,f)=>(w._OrtGetTensorData=Z.oa)(a,b,c,d,f);w._OrtReleaseTensor=a=>(w._OrtReleaseTensor=Z.pa)(a);w._OrtCreateRunOptions=(a,b,c,d)=>(w._OrtCreateRunOptions=Z.qa)(a,b,c,d);w._OrtAddRunConfigEntry=(a,b,c)=>(w._OrtAddRunConfigEntry=Z.ra)(a,b,c);w._OrtReleaseRunOptions=a=>(w._OrtReleaseRunOptions=Z.sa)(a);w._OrtCreateBinding=a=>(w._OrtCreateBinding=Z.ta)(a);
+w._OrtBindInput=(a,b,c)=>(w._OrtBindInput=Z.ua)(a,b,c);w._OrtBindOutput=(a,b,c,d)=>(w._OrtBindOutput=Z.va)(a,b,c,d);w._OrtClearBoundOutputs=a=>(w._OrtClearBoundOutputs=Z.wa)(a);w._OrtReleaseBinding=a=>(w._OrtReleaseBinding=Z.xa)(a);w._OrtRunWithBinding=(a,b,c,d,f)=>(w._OrtRunWithBinding=Z.ya)(a,b,c,d,f);w._OrtRun=(a,b,c,d,f,h,k,q)=>(w._OrtRun=Z.za)(a,b,c,d,f,h,k,q);w._OrtEndProfiling=a=>(w._OrtEndProfiling=Z.Aa)(a);var K=()=>(K=Z.Ba)();w._malloc=a=>(w._malloc=Z.Ca)(a);w._free=a=>(w._free=Z.Da)(a);
+var wa=(a,b,c,d,f,h)=>(wa=Z.Ga)(a,b,c,d,f,h),Da=()=>(Da=Z.Ha)(),bc=(a,b,c,d,f)=>(bc=Z.Ia)(a,b,c,d,f),hc=a=>(hc=Z.Ja)(a),Ba=a=>(Ba=Z.Ka)(a),vc=()=>(vc=Z.La)(),kc=(a,b)=>(kc=Z.Ma)(a,b),cc=a=>(cc=Z.Na)(a),ac=a=>(ac=Z.Oa)(a),$b=()=>($b=Z.Pa)();w.___start_em_js=822530;w.___stop_em_js=822591;
+function Lc(){var a=Z;a=Object.assign({},a);var b=d=>()=>d()>>>0,c=d=>f=>d(f)>>>0;a.Ba=b(a.Ba);a.Ca=c(a.Ca);a.emscripten_main_runtime_thread_id=b(a.emscripten_main_runtime_thread_id);a.Oa=c(a.Oa);a.Pa=b(a.Pa);return a}w.stackSave=()=>$b();w.stackRestore=a=>cc(a);w.stackAlloc=a=>ac(a);w.UTF8ToString=Q;w.stringToUTF8=W;w.lengthBytesUTF8=tc;var Mc;P=function Nc(){Mc||Oc();Mc||(P=Nc)};
+function Oc(){0<O||(C?(ha(w),C||jc(Ha),startWorker(w)):(jc(Ga),0<O||Mc||(Mc=!0,w.calledRun=!0,Fa||(C||jc(Ha),ha(w),C||jc(Ia)))))}Oc();moduleRtn=ia;
+
+
+  return moduleRtn;
+}
+);
+})();
+export default ortWasmThreaded;
+var isPthread = globalThis.self?.name === 'em-pthread';
+var isNode = typeof globalThis.process?.versions?.node == 'string';
+if (isNode) isPthread = (await import('worker_threads')).workerData === 'em-pthread';
+
+// When running as a pthread, construct a new instance on startup
+isPthread && ortWasmThreaded();

js-esm/ort-wasm-simd-threaded.wasm

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a5219201ef1b107170a042bfe91ae128f9d6736b7b061a3eef299a23d813569
+size 11018122

js-esm/text_to_arpa.js

@@ -0,0 +1,92 @@
+import { pipeline, env } from 'https://cdn.jsdelivr.net/npm/@xenova/[email protected]';
+
+
+async function text2text_generation(words,convert_ipa=false) {
+  const generator = await pipeline('text2text-generation', 'mini-bart-g2p',{quantized: false});
+  const inputTexts = words;
+  const options = { max_new_tokens: 100 };
+  const outputs = await generator(inputTexts, options);
+
+  if (convert_ipa){
+      const ipas = []
+  outputs.forEach(output => {
+      const ipa = arpa_to_ipa(output.generated_text).replace(/\s/g, "")
+      ipas.push(ipa)
+      });
+      return ipas
+  }else{
+      return outputs  //arpa
+  }
+  
+}
+
+
+async function textToArpa(cmudict,text,replace_questions=false){
+    if (replace_questions){
+        text = text.replaceAll("!",".").replaceAll("?",".")
+    }
+    const cleanedString = text.replace(/[^a-zA-Z0-9.,!? ]/g, '');
+        
+    const dict = wordsToArpa(cmudict,cleanedString)
+    
+
+
+    const result = dict["result"]
+    const non_converted = dict["non_converted"]
+
+    let arpa_text = result.join(" ");
+
+    //console.log(non_converted.length)
+    if (non_converted.length > 0){
+        console.log("non_converted length = "+non_converted.length)
+        const arpas = await text2text_generation(non_converted)
+        console.log(arpas)
+        for (let i = 0; i < non_converted.length; i++) {
+                const word = non_converted[i]
+                const arpa = arpas[i].generated_text
+                console.log("@"+word,arpa)
+                arpa_text = arpa_text.replace("@"+word,arpa)
+            }
+    }
+    return arpa_text
+
+}
+
+function get_arpa(cmudict,word){
+    return cmudict[word.toUpperCase()]
+  }
+
+function wordsToArpa(cmudict,text){
+    var keep_words = [",",".","!","?"]
+    let inputText = text.toUpperCase()
+    keep_words.forEach(function(key){
+      inputText = inputText.replaceAll(key," "+key+" ");
+    });
+    //console.log(`replaced ${inputText}`)
+    
+    let result = []
+    let non_converted = []
+    var words = inputText.split(" ")
+    
+    words.forEach(word => {
+       
+        if (keep_words.includes(word)){//,.!? just keep
+          result.push(word)
+        }else if (word ==""){
+          
+          }else{
+          const arpa = get_arpa(cmudict,word)
+          
+          if (typeof arpa == "undefined"){
+            result.push("@"+word)
+            non_converted.push(word)
+          }else{
+            result.push(arpa)
+          }
+        }
+    });
+    
+    return {"result":result,"non_converted":non_converted}
+  }
+
+export{env,textToArpa}

js-esm/web_wav_play.js

@@ -0,0 +1,68 @@
+
+
+function webWavPlay(f32array){
+    const blob = float32ArrayToWav(f32array)
+    const url = createObjectUrlFromBlob(blob)
+    playAudioFromUrl(url)
+    return blob
+}
+
+function createObjectUrlFromBlob(blob) {
+    const url = URL.createObjectURL(blob);
+    return url;
+    }
+
+function playAudioFromUrl(url) {
+    const audio = new Audio(url);
+    audio.play().catch(error => console.error('Failed to play audio:', error));
+    }
+
+    
+//I copied
+//https://huggingface.co/spaces/k2-fsa/web-assembly-tts-sherpa-onnx-de/blob/main/app-tts.js
+        // this function is copied/modified from
+// https://gist.github.com/meziantou/edb7217fddfbb70e899e
+function float32ArrayToWav(floatSamples, sampleRate=22050) {
+        let samples = new Int16Array(floatSamples.length);
+        for (let i = 0; i < samples.length; ++i) {
+          let s = floatSamples[i];
+          if (s >= 1)
+            s = 1;
+          else if (s <= -1)
+            s = -1;
+      
+          samples[i] = s * 32767;
+        }
+      
+        let buf = new ArrayBuffer(44 + samples.length * 2);
+        var view = new DataView(buf);
+      
+        // http://soundfile.sapp.org/doc/WaveFormat/
+        //                   F F I R
+        view.setUint32(0, 0x46464952, true);               // chunkID
+        view.setUint32(4, 36 + samples.length * 2, true);  // chunkSize
+        //                   E V A W
+        view.setUint32(8, 0x45564157, true);  // format
+                                              //
+        //                      t m f
+        view.setUint32(12, 0x20746d66, true);          // subchunk1ID
+        view.setUint32(16, 16, true);                  // subchunk1Size, 16 for PCM
+        view.setUint32(20, 1, true);                   // audioFormat, 1 for PCM
+        view.setUint16(22, 1, true);                   // numChannels: 1 channel
+        view.setUint32(24, sampleRate, true);          // sampleRate
+        view.setUint32(28, sampleRate * 2, true);      // byteRate
+        view.setUint16(32, 2, true);                   // blockAlign
+        view.setUint16(34, 16, true);                  // bitsPerSample
+        view.setUint32(36, 0x61746164, true);          // Subchunk2ID
+        view.setUint32(40, samples.length * 2, true);  // subchunk2Size
+      
+        let offset = 44;
+        for (let i = 0; i < samples.length; ++i) {
+          view.setInt16(offset, samples[i], true);
+          offset += 2;
+        }
+      
+        return new Blob([view], {type: 'audio/wav'});
+      }
+
+      export { webWavPlay };

matcha_tts_speak_en001.html

@@ -0,0 +1,123 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Match-TTS Onnx En001-English</title>
+</head>
+<body>
+    <h1>Match-TTS Onnx En001-English(Faster GPU Version)</h1>
+    <div>this example using Quantized version(lowquality and slow) because of Github Page 100MB limitation</div>
+    <p><a href = "https://huggingface.co/Akjava/matcha_tts_common_voice_01_en_001">common_voice_01_en_001</a> - my trained model.you can create too!</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/en001_ep6399_univ_simplify_q8.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 = 0
+            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
+        }
+
+        window.onload = async function(){
+            document.getElementById('textInput').onchange = main;
+            document.getElementById('myButton').onclick = main;
+            
+            document.getElementById('temperature').onchange = update_range2
+            document.getElementById('speed').onchange = update_range3
+        }
+        
+    
+    </script>
+    
+    <input type="text" id="textInput"  value ="Hello." placeholder="Enter some text here...">
+    
+    <button id="myButton">Text To Speak</button><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 id="footer">
+    <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>
+    
+    
+    
+</body>
+</html>

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