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new sample for infinite streaming command line app (#333)
* new sample for infinite streaming command line app * adding infinite streaming sample to samples folder * added comments and error handling and ran eslint * corrected region tag * fixed reverted merge conflicts and made changes again. * fixed lint errors * removed stream from package.json, it is not necessary * cleaned up comment placements and removed unneeded debugging * made lint updates * made lint updates
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Kristin Grace Galvin
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May 15, 2019
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/** | ||
* Copyright 2019 Google LLC | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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/** | ||
* This application demonstrates how to perform infinite streaming using the | ||
* streamingRecognize operation with the Google Cloud Speech API. | ||
* Before the streaming time limit is met, the program uses the | ||
* 'result end time' parameter to calculate the last 'isFinal' transcription. | ||
* When the time limit is met, the unfinalized audio from the previous session | ||
* is resent all at once to the API, before continuing the real-time stream | ||
* and resetting the clock, so the process can repeat. | ||
* Incoming audio should not be dropped / lost during reset, and context from | ||
* previous sessions should be maintained as long the utterance returns an | ||
* isFinal response before 2 * streamingLimit has expired. | ||
* The output text is color-coded: | ||
* red - unfinalized transcript | ||
* green - finalized transcript | ||
* yellow/orange - API request restarted | ||
*/ | ||
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'use strict'; | ||
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/** | ||
* Note: Correct microphone settings required: check enclosed link, and make | ||
* sure the following conditions are met: | ||
* 1. SoX must be installed and available in your $PATH- it can be found here: | ||
* http://sox.sourceforge.net/ | ||
* 2. Microphone must be working | ||
* 3. Encoding, sampleRateHertz, and # of channels must match header of | ||
* audioInput file you're recording to. | ||
* 4. Get Node-Record-lpcm16 https://www.npmjs.com/package/node-record-lpcm16 | ||
* More Info: https://cloud.google.com/speech-to-text/docs/streaming-recognize | ||
* 5. Set streamingLimit in ms. 10000 ms = 10 seconds. | ||
* Maximum streaming limit should be 1/2 of SpeechAPI Streaming Limit. | ||
*/ | ||
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function infiniteStream( | ||
encoding, | ||
sampleRateHertz, | ||
languageCode, | ||
streamingLimit | ||
) { | ||
// [START speech_transcribe_infinite_streaming] | ||
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// const encoding = 'LINEAR16'; | ||
// const sampleRateHertz = 16000; | ||
// const languageCode = 'en-US'; | ||
// const streamingLimit = 10000; // ms - set to low number for demo purposes | ||
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const chalk = require('chalk'); | ||
const {Transform} = require('stream'); | ||
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// Node-Record-lpcm16 | ||
const record = require('node-record-lpcm16'); | ||
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// Imports the Google Cloud client library | ||
// Currently, only v1p1beta1 contains result-end-time | ||
const speech = require('@google-cloud/speech').v1p1beta1; | ||
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const client = new speech.SpeechClient(); | ||
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const config = { | ||
encoding: encoding, | ||
sampleRateHertz: sampleRateHertz, | ||
languageCode: languageCode, | ||
}; | ||
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const request = { | ||
config, | ||
interimResults: true, | ||
}; | ||
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let recognizeStream = null; | ||
let restartCounter = 0; | ||
let audioInput = []; | ||
let lastAudioInput = []; | ||
let resultEndTime = 0; | ||
let isFinalEndTime = 0; | ||
let finalRequestEndTime = 0; | ||
let newStream = true; | ||
let bridgingOffset = 0; | ||
let lastTranscriptWasFinal = false; | ||
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function startStream() { | ||
// Clear current audioInput | ||
audioInput = []; | ||
// Initiate (Reinitiate) a recognize stream | ||
recognizeStream = client | ||
.streamingRecognize(request) | ||
.on('error', err => { | ||
if (err.code === 11) { | ||
// restartStream(); | ||
} else { | ||
console.error('API request error ' + err); | ||
} | ||
}) | ||
.on('data', speechCallback); | ||
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// Restart stream when streamingLimit expires | ||
setTimeout(restartStream, streamingLimit); | ||
} | ||
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const speechCallback = stream => { | ||
// Convert API result end time from seconds + nanoseconds to milliseconds | ||
resultEndTime = | ||
stream.results[0].resultEndTime.seconds * 1000 + | ||
Math.round(stream.results[0].resultEndTime.nanos / 1000000); | ||
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// Calculate correct time based on offset from audio sent twice | ||
const correctedTime = | ||
resultEndTime - bridgingOffset + streamingLimit * restartCounter; | ||
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process.stdout.clearLine(); | ||
process.stdout.cursorTo(0); | ||
let stdoutText = ''; | ||
if (stream.results[0] && stream.results[0].alternatives[0]) { | ||
stdoutText = | ||
correctedTime + ': ' + stream.results[0].alternatives[0].transcript; | ||
} | ||
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if (stream.results[0].isFinal) { | ||
process.stdout.write(chalk.green(`${stdoutText}\n`)); | ||
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isFinalEndTime = resultEndTime; | ||
lastTranscriptWasFinal = true; | ||
} else { | ||
// Make sure transcript does not exceed console character length | ||
if (stdoutText.length > process.stdout.columns) { | ||
stdoutText = | ||
stdoutText.substring(0, process.stdout.columns - 4) + '...'; | ||
} | ||
process.stdout.write(chalk.red(`${stdoutText}`)); | ||
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lastTranscriptWasFinal = false; | ||
} | ||
}; | ||
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const audioInputStreamTransform = new Transform({ | ||
transform: (chunk, encoding, callback) => { | ||
if (newStream && lastAudioInput.length !== 0) { | ||
// Approximate math to calculate time of chunks | ||
const chunkTime = streamingLimit / lastAudioInput.length; | ||
if (chunkTime !== 0) { | ||
if (bridgingOffset < 0) { | ||
bridgingOffset = 0; | ||
} | ||
if (bridgingOffset > finalRequestEndTime) { | ||
bridgingOffset = finalRequestEndTime; | ||
} | ||
const chunksFromMS = Math.floor( | ||
(finalRequestEndTime - bridgingOffset) / chunkTime | ||
); | ||
bridgingOffset = Math.floor( | ||
(lastAudioInput.length - chunksFromMS) * chunkTime | ||
); | ||
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for (let i = chunksFromMS; i < lastAudioInput.length; i++) { | ||
recognizeStream.write(lastAudioInput[i]); | ||
} | ||
} | ||
newStream = false; | ||
} | ||
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audioInput.push(chunk); | ||
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if (recognizeStream) { | ||
recognizeStream.write(chunk); | ||
} | ||
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callback(); | ||
}, | ||
}); | ||
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function restartStream() { | ||
if (recognizeStream) { | ||
recognizeStream.removeListener('data', speechCallback); | ||
recognizeStream = null; | ||
} | ||
if (resultEndTime > 0) { | ||
finalRequestEndTime = isFinalEndTime; | ||
} | ||
resultEndTime = 0; | ||
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lastAudioInput = []; | ||
lastAudioInput = audioInput; | ||
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restartCounter++; | ||
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if (!lastTranscriptWasFinal) { | ||
process.stdout.write(`\n`); | ||
} | ||
process.stdout.write( | ||
chalk.yellow(`${streamingLimit * restartCounter}: RESTARTING REQUEST\n`) | ||
); | ||
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newStream = true; | ||
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startStream(); | ||
} | ||
// Start recording and send the microphone input to the Speech API | ||
record | ||
.start({ | ||
sampleRateHertz: sampleRateHertz, | ||
threshold: 0, // Silence threshold | ||
silence: 1000, | ||
keepSilence: true, | ||
recordProgram: 'rec', // Try also "arecord" or "sox" | ||
}) | ||
.on('error', err => { | ||
console.error('Audio recording error ' + err); | ||
}) | ||
.pipe(audioInputStreamTransform); | ||
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console.log(''); | ||
console.log('Listening, press Ctrl+C to stop.'); | ||
console.log(''); | ||
console.log('End (ms) Transcript Results/Status'); | ||
console.log('========================================================='); | ||
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startStream(); | ||
// [END speech_transcribe_infinite_streaming] | ||
} | ||
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require(`yargs`) | ||
.demand(1) | ||
.command( | ||
`infiniteStream`, | ||
`infinitely streams audio input from microphone to speech API`, | ||
{}, | ||
opts => | ||
infiniteStream( | ||
opts.encoding, | ||
opts.sampleRateHertz, | ||
opts.languageCode, | ||
opts.streamingLimit | ||
) | ||
) | ||
.options({ | ||
encoding: { | ||
alias: 'e', | ||
default: 'LINEAR16', | ||
global: true, | ||
requiresArg: true, | ||
type: 'string', | ||
}, | ||
sampleRateHertz: { | ||
alias: 'r', | ||
default: 16000, | ||
global: true, | ||
requiresArg: true, | ||
type: 'number', | ||
}, | ||
languageCode: { | ||
alias: 'l', | ||
default: 'en-US', | ||
global: true, | ||
requiresArg: true, | ||
type: 'string', | ||
}, | ||
streamingLimit: { | ||
alias: 's', | ||
default: 10000, | ||
global: true, | ||
requiresArg: true, | ||
type: 'number', | ||
}, | ||
}) | ||
.example(`node $0 infinteStream`) | ||
.wrap(120) | ||
.recommendCommands() | ||
.epilogue(`For more information, see https://cloud.google.com/speech/docs`) | ||
.help() | ||
.strict().argv; |
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