From c6ce0dd130dc2f963d8c5cda6714bad4962f3911 Mon Sep 17 00:00:00 2001 From: Giorgio Robino Date: Tue, 11 May 2021 19:11:27 +0200 Subject: [PATCH] v. 0.3.9 --- README.md | 29 +++---- audio/EN_CSQU3054383.wav | Bin 0 -> 470158 bytes audio/IT_CSQU3054383.wav | Bin 0 -> 235150 bytes audio/IT_CSQU3054383_long.wav | Bin 0 -> 402574 bytes audio/IT_RAIU_690011_4_25_U1.wav | Bin 0 -> 698254 bytes examples/grammar_iso6346.js | 62 ++++++++++++++ examples/spellingEnglishCharacters.js | 102 +++++++++++++++++++++++ examples/spellingItalianCharacters.js | 111 ++++++++++++++++++++++++++ scripts/play.sh | 19 +++++ {tests => scripts}/simplerec.sh | 2 + scripts/toWav.sh | 18 +++++ voskjs.js | 108 +++++++++++++++---------- 12 files changed, 389 insertions(+), 62 deletions(-) create mode 100644 audio/EN_CSQU3054383.wav create mode 100644 audio/IT_CSQU3054383.wav create mode 100644 audio/IT_CSQU3054383_long.wav create mode 100644 audio/IT_RAIU_690011_4_25_U1.wav create mode 100644 examples/grammar_iso6346.js create mode 100644 examples/spellingEnglishCharacters.js create mode 100644 examples/spellingItalianCharacters.js create mode 100755 scripts/play.sh rename {tests => scripts}/simplerec.sh (91%) create mode 100755 scripts/toWav.sh diff --git a/README.md b/README.md index 0da1614..e01bea8 100644 --- a/README.md +++ b/README.md @@ -49,23 +49,18 @@ The goal of the project is to: ## Install -### 1. Install Vosk engine and relative nodejs modules +### 1. Install Vosk engine and this nodejs module -```bash -# 1. install vosk-api engine -pip3 install vosk - -# 2. install vosk-api nodejs binding module -npm install vosk - -# 3. install this module as local package -npm install @solyarisoftware/voskjs +- Install vosk-api engine + ```bash + pip3 install vosk + ``` + See also: https://alphacephei.com/vosk/install -# 3. or install this module as global package, to use CLI command voskjs -npm install -g @solyarisoftware/voskjs -``` - -See also: https://alphacephei.com/vosk/install +- Install this module, as global package if you want to use CLI command `voskjs` + ```bash + npm install -g @solyarisoftware/voskjs + ``` ### 2. Install/Download Vosk models @@ -84,8 +79,6 @@ unzip vosk-model-small-en-us-0.15.zip # Italian model model wget https://alphacephei.com/vosk/models/vosk-model-small-it-0.4.zip unzip vosk-model-small-it-0.4.zip - -cd .. ``` More about available Vosk models here: https://alphacephei.com/vosk/models @@ -98,7 +91,7 @@ Source: [Mozilla DeepSpeech audio samples](https://github.com/mozilla/DeepSpeech These files are used for some tests and comparisons. -## Examples +## Usage Some transcript usage examples [here](examples) diff --git a/audio/EN_CSQU3054383.wav b/audio/EN_CSQU3054383.wav new file mode 100644 index 0000000000000000000000000000000000000000..231fc82db4b3f6ac035cc423cb9c793b4f0b5d6c GIT binary patch literal 470158 zcmeFZ1#=uZ7d9$250l3XVP->#iHt*ym_LG1>1oG^WEIU@i761TiH3H%KJ1&p9a z*M9xO$z|7GoqBie*QvjrgnNvhH=%KCod(V7)UQ_$j2k_7bX)S4|NHyDHSquE8o=cD zU;h8!^Z)S?iG}|w7Df8Q|4H+IuK&NX{?}*zdk&Hm|M~y@6f6^`5GP_kmPlB{0pbU+ zhd4j>VHb82=fGve*>DLi{@+oAi%6&l7vOxHM_ev(IXD|<;&gIk;tZTdTq-$!lB@p{ 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require('../voskjs') + +const { spellingEnglishCharacters } = require('./spellingEnglishCharacters') +const { spellingItalianCharacters } = require('./spellingEnglishCharacters') + + +/** + * @see https://alphacephei.com/vosk/adaptation + */ +async function main() { + + //const grammar = undefined + const grammar = spellingEnglishCharacters + //const grammar = spellingItalianCharacters + + // English language dynamic graph small model + const modelDirectory = '../models/vosk-model-small-en-us-0.15' + //const modelDirectory = '../models/vosk-model-en-us-aspire-0.2' + + // Italian language dynamic graph small model + //const modelDirectory = '../models/vosk-model-small-it-0.4' + + //const audioFile = '../audio/2830-3980-0043.wav' // -> experience proves this + //const audioFile = '../audio/4507-16021-0012.wav' // -> why should one hold on the way + //const audioFile = '../audio/8455-210777-0068.wav' // -> your power is sufficient i said + + // English language ISO6346 samples + const audioFile = '../audio/EN_CSQU3054383.wav' // -> charlie for c ... + + // Italian language ISO6346 samples + //const audioFile = '../audio/IT_CSQU3054383.wav' + //const audioFile = '../audio/IT_CSQU3054383_long.wav' + //const audioFile = '../audio/IT_RAIU_690011_4_25_U1.wav' + + console.log(`model directory : ${modelDirectory}`) + console.log(`speech file name : ${audioFile}`) + console.log(`grammar : ${grammar}`) + + // set the vosk log level to silence + logLevel(-1) + + // load in memory a Vosk directory model + const { model, latency } = await loadModel(modelDirectory) + + console.log(`load model latency : ${latency}ms`) + + // speech recognition of an audio file + try { + const { result, latency } = await transcript(audioFile, model, {grammar}) + + console.log( result ) + console.log(`transcript latency : ${latency}ms`) + } + catch (error) { + console.error(error) + } + + // free the Vosk runtime model + freeModel(model) +} + +main() diff --git a/examples/spellingEnglishCharacters.js b/examples/spellingEnglishCharacters.js new file mode 100644 index 0000000..ce91347 --- /dev/null +++ b/examples/spellingEnglishCharacters.js @@ -0,0 +1,102 @@ +const spellingEnglishCharacters = [ + // numbers + 'zero', + 'one', + 'two', + 'three', + 'four', + 'five', + 'six', + 'seven', + 'eight', + 'nine', + + // letters + 'alfa for a', + 'bravo for b', + 'charlie for c', + 'delta for d', + 'echo for e', + 'foxtrot for f', + 'golf for g', + 'hotel for h', + 'india for i', + 'juliet for j', + 'kilo for k', + 'lima for l', + 'mike for m', + 'november for n', + 'oscar for o', + 'papa for p', + 'quebec for q', + 'romeo for r', + 'sierra for s', + 'tango for t', + 'uniform for u', + 'victor for v', + 'whiskey for w', + 'x ray for x', + 'yankee for y', + 'zulu for z' + + /* + // symbols + 'space', + 'tab', + 'point', + 'comma', + 'semicolon', + 'colon', + 'exclamation mark', + 'question mark', + 'tick', + 'backtick', + 'quotation mark', + 'apostrophe', + 'acute accent', + 'grave accent', + 'closing_inclined_quotes', + 'opening_inclined_quotes', + 'opening double quotes', + 'closing double quotes', + 'opening round bracket', + 'closing round bracket', + 'opening square bracket', + 'closing square bracket', + 'opening curly bracket', + 'closing curly bracket', + 'at sign', + 'asterisk_symbol', + 'hash', + 'percent sign', + 'vertical_bar', + 'slash', + 'backslash', + 'lira sign', + 'dollar sign', + 'ampersand', + 'caret', + 'equal sign', + 'dash', + 'plus sign', + 'grater-than sign', + 'less-then sign', + 'tilde', + 'underscore', + 'penny sign', + 'copyright sign', + 'division sign', + 'micron sign', + 'paragraph delimiter', + 'more or less sign', + 'trademark symbol', + 'section delimiter', + 'trademark sign', + 'japanese yen sign', + 'inverted question mark', + 'inverted exclamation mark' + */ +] + +module.exports = { spellingEnglishCharacters } + diff --git a/examples/spellingItalianCharacters.js b/examples/spellingItalianCharacters.js new file mode 100644 index 0000000..7a12bb7 --- /dev/null +++ b/examples/spellingItalianCharacters.js @@ -0,0 +1,111 @@ +const spellingItalianCharacters = [ + // numbers + 'zero', + 'uno', + 'due', + 'tre', + 'quattro', + 'cinque', + 'sei', + 'sette', + 'otto', + 'nove', + + // letters + 'a come Ancona', + 'bi come Bologna', + 'ci come Cagliari', + 'di come Domodossola', + 'é come Empoli', + 'èffè come Firenze', + 'gi come Genova', + 'àcca come Hotel', + 'i come Imperia', + 'i lùnga come Jolly', + 'càppa come kursaal', + 'èllè come Livorno', + 'èmmè come Milano', + 'ènnè come Napoli', + 'ò come Otranto', + 'pi come Palermo', + 'cu come Quarto', + 'èrrè come Roma', + 'èssè come Savona', + 'ti come Torino', + 'u come Udine', + 'vu come Venezia', + 'vu dóppia come Washington', + 'ics come Xilofono', + 'ìpsilon', + 'zèta come Zara', + 'á con accento acuto', + 'à con accento grave', + 'é con accento acuto', + 'è con accento grave', + 'í con accento acuto', + 'ì con accento grave', + 'ó con accento acuto', + 'ò con accento grave', + 'ú con accento acuto', + 'ù con accento grave' + /* + 'spazio', + 'tabulazione', + 'punto', + 'punto centrale', + 'virgola', + 'punto e virgola', + 'due punti', + 'punto esclamativo', + 'punto interrogativo', + 'virgoletta destra inclinata', + 'virgolette', + 'apostrofo', + 'accento acuto', + 'accento grave', + 'virgolette destre inclinate', + 'virgolette sinistre inclinate', + 'virgolette doppie aperte', + 'virgolette doppie chiuse', + 'parentesi tonda aperta', + 'parentesi tonda chiusa', + 'parentesi quadra aperta', + 'parentesi quadra chiusa', + 'parentesi graffa aperta', + 'parentesi graffa chiusa', + 'chiocciola', + 'simbolo asterisco', + 'simbolo cancelletto', + 'simbolo percento', + 'barra verticale', + 'barra', + 'barra retroversa', + 'simbolo valuta lira', + 'simbolo valuta dollaro', + 'simbolo e commerciale', + 'simbolo cappelletto', + 'simbolo uguale', + 'trattino', + 'simbolo più', + 'simbolo maggiore', + 'simbolo minore', + 'tilde', + 'trattino lungo', + 'sottolineato', + 'simbolo di centesimo', + 'simbolo di copyright', + 'simbolo di divisione', + 'simbolo micron', + 'delimitatore di paragrafo', + 'simbolo più o meno', + 'simbolo di marchio registrato', + 'delimitatore di sezione', + 'simbolo trademark', + 'simbolo valuta Yen Giapponese', + 'punto di domanda invertito', + 'punto esclamativo invertito', + */ +] + +module.exports = { spellingItalianCharacters } + diff --git a/scripts/play.sh b/scripts/play.sh new file mode 100755 index 0000000..9758827 --- /dev/null +++ b/scripts/play.sh @@ -0,0 +1,19 @@ +#!/bin/bash + +# +# play an audio file +# +# ffplay -nodisp -autoexit -hide_banner -loglevel panic audio/mi_chiamo_giorgio.mp3.opus +# opusdec --force-wav --quiet audio/mi_chiamo_giorgio.mp3.opus - | aplay +# +if [ $# -eq 0 ] + then + echo + echo "play an audio file" + echo "usage: $0 " + echo + exit +fi + +ffplay -nodisp -autoexit -hide_banner -loglevel panic "$1" + diff --git a/tests/simplerec.sh b/scripts/simplerec.sh similarity index 91% rename from tests/simplerec.sh rename to scripts/simplerec.sh index 254a5a1..080d219 100755 --- a/tests/simplerec.sh +++ b/scripts/simplerec.sh @@ -1,5 +1,7 @@ #!/bin/bash +# sudo apt-get install sox ffmpeg + if [ $# -eq 0 ] then echo "usage : $0 filename (without suffix)" diff --git a/scripts/toWav.sh b/scripts/toWav.sh new file mode 100755 index 0000000..984ad60 --- /dev/null +++ b/scripts/toWav.sh @@ -0,0 +1,18 @@ +#!/bin/bash + +# sudo apt-get install libopus0 opus-tools ffmpeg + +AUDIO_FILE=$1 +WAV_FILE=$2 +SAMPLE_RATE=16000 +BUFFER_SIZE=4000 + +# ARGS_8: 8 bit 8KHz +# +# ffmpeg -loglevel panic -i $AUDIO_FILE -ac 1 -acodec pcm_u8 -ar 8000 $WAV_FILE -y + + +# ARGS_16: 16 bit 16KHz +# +#ffmpeg -loglevel panic -i $AUDIO_FILE -ac 1 -ar 16000 $WAV_FILE -y +ffmpeg -loglevel panic -i $AUDIO_FILE -ac 1 -acodec pcm_s16le -ar $SAMPLE_RATE -bufsize $BUFFER_SIZE $WAV_FILE -y diff --git a/voskjs.js b/voskjs.js index 62b1e3e..8b3d97f 100755 --- a/voskjs.js +++ b/voskjs.js @@ -3,10 +3,13 @@ /** * @module voskjs * - * logLevel() - * loadModel() - * transcript() - * freeModel() + * @public + * @function logLevel + * @function loadModel + * @function transcript + * @function freeModel + * +-* @see VoskAPI https://github.com/alphacep/vosk-api/blob/master/nodejs/index.js */ const vosk = require('vosk') @@ -16,12 +19,19 @@ const wav = require('wav') const { getArgs } = require('./lib/getArgs') -const SAMPLE_RATE = 16000.0 +/** + * @constant + */ +const SAMPLE_RATE = 16000 + +/** + */ /** - * logLevel + * @function logLevel + * @public + * Set log level for Vosk/Kaldi log messages * - * Set log level for Vosk/Kaldi messages * @param {number} level The higher, the more verbose. 0 for infos and errors. Less than 0 for silence. */ function logLevel(level=0) { @@ -33,8 +43,8 @@ function logLevel(level=0) { /** - * loadModel - * create new run time model from the specified directory + * @function loadModel + * Create a run time model from the specified directory * * @async * @public @@ -54,7 +64,7 @@ function loadModel(modelDirectory) { const latencyStart = new Date() - // validate model directory existence, async + // check if model directory exists, async fs.access(modelDirectory, (err) => { if (err) return reject(`${err}: file ${modelDirectory} not found.`) @@ -72,31 +82,36 @@ function loadModel(modelDirectory) { /** - * transcript + * @function transcriptFromFile + * @alias transcript + * @alias recognize * speech recognition into a text, from an audio file, given a specified Vosk model - * - * @async * @public - * @param {String} fileName the name of speech file, in WAV format - * @param {ModelObject} model the Vosk model returned by InitModel() - * @param {VoskRecognizerArgsObject} [options] Vosk Recognizer arguments setting. Optional. - * - * @return {Promise} + * @async * * @typedef VoskRecognizerArgsObject - * @property {Boolean} multiThreads if true, an external (Vosk engine) thread is spawned on the fly + * @property {Boolean} multiThreads if true, an external (Vosk engine) thread is spawned on the fly * that need in server (concurrent requests) architecture. - * @property {String[]} grammar array of words, or sentences + * @property {Number} sampleRate Default value: 16000 + * @property {String[]} grammar array of words, or sentences * - * @typedef TranscriptObject + * @typedef RecognizeObject * @property {VoskResultObject} result transcript object returned by Vosk engine. * @property {Number} latency transcript elpased time in msecs * + * @param {String} fileName the name of speech file, in WAV format + * @param {ModelObject} model the Vosk model returned by InitModel() + * @param {VoskRecognizerArgsObject} [options] Vosk Recognizer arguments setting. Optional. + * + * @return {Promise} + * */ -function transcript(fileName, model, options={multiThreads:true, grammar:null}) { +function transcriptFromFile(fileName, model, { multiThreads=true, sampleRate=SAMPLE_RATE, grammar=null } = {}) { return new Promise( (resolve, reject) => { + //console.log( options ) + const latencyStart = new Date() // validate audiofile existence, async @@ -106,24 +121,27 @@ function transcript(fileName, model, options={multiThreads:true, grammar:null}) }) // if a grammar is specified, pass it to the Vosk Recognizer - const voskRecognizerArgs = options.grammar ? - {model, sampleRate: SAMPLE_RATE, grammar: options.grammar} : - {model, sampleRate: SAMPLE_RATE} + const voskRecognizerArgs = grammar ? + {model, sampleRate, grammar} : + {model, sampleRate} + // create Vosk recognizer const rec = new vosk.Recognizer(voskRecognizerArgs) const wfStream = fs.createReadStream(fileName, {'highWaterMark': 4096}) const wfReader = new wav.Reader() - + wfStream.pipe(wfReader) + + const pcmChunks = new Readable().wrap(wfReader) + wfReader.on('format', async ( { audioFormat, sampleRate, channels } ) => { - if (audioFormat != 1 || channels != 1 || sampleRate != SAMPLE_RATE) { - //throw new Error('Audio file must be WAV format mono PCM.') - return reject(`${fileName}: audio file must be WAV format mono PCM with sample rate: ${SAMPLE_RATE}.`) - } + if (audioFormat != 1 || channels != 1) + return reject(`${fileName}: audio file (sample rate: ${sampleRate}) must be WAV format mono PCM.`) + - for await (const data of new Readable().wrap(wfReader)) { + for await (const data of pcmChunks) { // // WARNING @@ -135,7 +153,7 @@ function transcript(fileName, model, options={multiThreads:true, grammar:null}) // Previous vosk version 0.3.25 // const end_of_speech = rec.acceptWaveform(data) // - const end_of_speech = options.multiThreads ? + const end_of_speech = multiThreads ? await rec.acceptWaveformAsync(data) : rec.acceptWaveform(data) @@ -161,7 +179,7 @@ function transcript(fileName, model, options={multiThreads:true, grammar:null}) /** - * freeModel + * @function freeModel * @public * * @param {ModelObject} model @@ -186,11 +204,11 @@ function helpAndExit() { console.log() console.log(' Examples') console.log() - console.log(' Transcript a speech file using a specific model directory:') + console.log(' Recognize a speech file using a specific model directory:') console.log() console.log(' voskjs --audio=audio/2830-3980-0043.wav --model=models/vosk-model-en-us-aspire-0.2') console.log() - console.log(' Transcript a speech file using a grammar (allowed by a specific model):') + console.log(' Recognize a speech file using a grammar (allowed by a specific model):') console.log() console.log(' voskjs --audio=audio/2830-3980-0043.wav \\ ') console.log(' --model=models/vosk-model-small-en-us-0.15 \\ ') @@ -200,14 +218,14 @@ function helpAndExit() { } /** - * checkArgs + * @function checkArgs * command line parsing * - * @param {String} args + * @param {String} args * - * @returns {SentenceAndAttributes} - * @typedef {Object} SentenceAndAttributes + * @typedef {Object} SentenceAndAttributes * @property {String} language + * @returns {SentenceAndAttributes} * */ function checkArgs(args) { @@ -233,7 +251,8 @@ function checkArgs(args) { /** - * unit test main + * @function main + * unit test */ async function main() { @@ -247,7 +266,7 @@ async function main() { console.log() console.log(`model directory : ${modelDirectory}`) console.log(`speech file name : ${audioFile}`) - console.log(`grammar : ${grammar}`) + console.log(`grammar : ${grammar ? grammar : 'not specified'}`) console.log() // load in memory a Vosk directory model @@ -258,7 +277,7 @@ async function main() { // speech recognition from an audio file try { - const { result, latency } = await transcript(audioFile, model, {grammar}) + const { result, latency } = await transcriptFromFile(audioFile, model, {grammar}) console.log(result) console.log() @@ -281,8 +300,9 @@ if (require.main === module) module.exports = { logLevel, loadModel, - transcript, - recognize: transcript, // alias + transcriptFromFile, + transcript: transcriptFromFile, // alias + recognize: transcriptFromFile, // alias freeModel }