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DCC-Server/speechToText.js
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const fs = require('fs'); | |
const ffmpeg = require('fluent-ffmpeg') | |
const wav = require('wav'); | |
const deepSpeech = require('deepspeech'); | |
const { sendMsg } = require("./sendMsg"); | |
const config = require('./config.json'); | |
const { getAmplitude } = require('./getAmplitude'); | |
const modelPath = './dependencies/deepspeech-models.pbmm'; | |
const scorerPath = './dependencies/deepspeech-models.scorer'; | |
const model = new deepSpeech.Model(modelPath); | |
exports.model = model; | |
model.enableExternalScorer(scorerPath); | |
let desiredSampleRate = model.sampleRate(); | |
const bufferSize = 512; | |
// Gathers any speech from a WAV audio file and sends it to the logs channel | |
function speechToText(nickname, mp3path) { | |
// Convert the mp3 audio file into wav | |
const path = mp3path.replace('.mp3', '.wav'); | |
ffmpeg(mp3path).format('wav').save(path) | |
.on('error', (err) => { | |
console.log(err); | |
}) | |
.on ('end', () => { | |
fs.unlinkSync(mp3path); | |
transcribe(path, nickname); | |
}); | |
} | |
exports.speechToText = speechToText; | |
// Stream the audio file into the speech recognition algorithm and then send output | |
function transcribe(path, nickname) { | |
let modelStream = model.createStream(); | |
const fileStream = fs.createReadStream(path, { highWaterMark: bufferSize }); | |
const reader = new wav.Reader(); | |
let transcription = null; | |
reader.on('error', (err) => { | |
console.log(err); | |
}); | |
reader.on('format', (format) => { | |
if (format.sampleRate !== model.sampleRate()) { | |
console.log(`invalid sample rate: ${format.sampleRate} needs to be: ${model.sampleRate()}`); | |
} | |
reader.on('data', (data) => { | |
modelStream.feedAudioContent(data); | |
}); | |
reader.on('end', () => { | |
sendMsg(nickname, `${config.prefix}voice 0`); | |
transcription = modelStream.finishStream(); | |
fs.unlinkSync(path); | |
sendMsg(nickname, transcription); | |
}); | |
}); | |
fileStream.pipe(reader); | |
} |