watson-speech
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IBM Watson Speech to Text and Text to Speech SDK for web browsers.
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<h1 class="page-title">Source: speech-to-text/recognize-stream.js</h1>
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<pre class="prettyprint source linenums"><code>/**
* Copyright 2014 IBM Corp. All Rights Reserved.
*
* 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.
*/
'use strict';
var Duplex = require('stream').Duplex;
var util = require('util');
var pick = require('object.pick');
var W3CWebSocket = require('websocket').w3cwebsocket;
var contentType = require('./content-type');
var defaults = require('defaults');
var qs = require('../util/querystring.js');
var OPENING_MESSAGE_PARAMS_ALLOWED = ['continuous', 'max_alternatives', 'timestamps', 'word_confidence', 'inactivity_timeout',
'content-type', 'interim_results', 'keywords', 'keywords_threshold', 'word_alternatives_threshold', 'profanity_filter', 'smart_formatting'];
var QUERY_PARAMS_ALLOWED = ['model', 'watson-token']; // , 'X-Watson-Learning-Opt-Out' - should be allowed but currently isn't due to a service bug
/**
* pipe()-able Node.js Readable/Writeable stream - accepts binary audio and emits text/objects in it's `data` events.
*
* Uses WebSockets under the hood. For audio with no recognizable speech, no `data` events are emitted.
*
* By default, only finalized text is emitted in the data events, however in `readableObjectMode` (usually just `objectMode` when using a helper method).
*
* An interim result looks like this:
```js
{ alternatives:
[ { timestamps:
[ [ 'it', 20.9, 21.04 ],
[ 'is', 21.04, 21.17 ],
[ 'a', 21.17, 21.25 ],
[ 'site', 21.25, 21.56 ],
[ 'that', 21.56, 21.7 ],
[ 'hardly', 21.7, 22.06 ],
[ 'anyone', 22.06, 22.49 ],
[ 'can', 22.49, 22.67 ],
[ 'behold', 22.67, 23.13 ],
[ 'without', 23.13, 23.46 ],
[ 'some', 23.46, 23.67 ],
[ 'sort', 23.67, 23.91 ],
[ 'of', 23.91, 24 ],
[ 'unwanted', 24, 24.58 ],
[ 'emotion', 24.58, 25.1 ] ],
transcript: 'it is a site that hardly anyone can behold without some sort of unwanted emotion ' } ],
final: false,
result_index: 3 }
```
While a final result looks like this (some features only appear in final results):
```js
{ alternatives:
[ { word_confidence:
[ [ 'it', 1 ],
[ 'is', 0.956286624429304 ],
[ 'a', 0.8105753725270362 ],
[ 'site', 1 ],
[ 'that', 1 ],
[ 'hardly', 1 ],
[ 'anyone', 1 ],
[ 'can', 1 ],
[ 'behold', 0.5273598005406737 ],
[ 'without', 1 ],
[ 'some', 1 ],
[ 'sort', 1 ],
[ 'of', 1 ],
[ 'unwanted', 1 ],
[ 'emotion', 0.49401837076320887 ] ],
confidence: 0.881,
transcript: 'it is a site that hardly anyone can behold without some sort of unwanted emotion ',
timestamps:
[ [ 'it', 20.9, 21.04 ],
[ 'is', 21.04, 21.17 ],
[ 'a', 21.17, 21.25 ],
[ 'site', 21.25, 21.56 ],
[ 'that', 21.56, 21.7 ],
[ 'hardly', 21.7, 22.06 ],
[ 'anyone', 22.06, 22.49 ],
[ 'can', 22.49, 22.67 ],
[ 'behold', 22.67, 23.13 ],
[ 'without', 23.13, 23.46 ],
[ 'some', 23.46, 23.67 ],
[ 'sort', 23.67, 23.91 ],
[ 'of', 23.91, 24 ],
[ 'unwanted', 24, 24.58 ],
[ 'emotion', 24.58, 25.1 ] ] },
{ transcript: 'it is a sight that hardly anyone can behold without some sort of unwanted emotion ' },
{ transcript: 'it is a site that hardly anyone can behold without some sort of unwanted emotions ' } ],
final: true,
result_index: 3 }
```
*
* @param {Object} options
* @param {String} [options.model='en-US_BroadbandModel'] - voice model to use. Microphone streaming only supports broadband models.
* @param {String} [options.url='wss://stream.watsonplatform.net/speech-to-text/api'] base URL for service
* @param {String} [options.content-type='audio/wav'] - content type of audio; can be automatically determined from file header in most cases. only wav, flac, and ogg/opus are supported
* @param {Boolean} [options.interim_results=true] - Send back non-final previews of each "sentence" as it is being processed. These results are ignored in text mode.
* @param {Boolean} [options.continuous=true] - set to false to automatically stop the transcription after the first "sentence"
* @param {Boolean} [options.word_confidence=false] - include confidence scores with results. Defaults to true when in objectMode.
* @param {Boolean} [options.timestamps=false] - include timestamps with results. Defaults to true when in objectMode.
* @param {Number} [options.max_alternatives=1] - maximum number of alternative transcriptions to include. Defaults to 3 when in objectMode.
* @param {Array<String>} [options.keywords] - a list of keywords to search for in the audio
* @param {Number} [options.keywords_threshold] - Number between 0 and 1 representing the minimum confidence before including a keyword in the results. Required when options.keywords is set
* @param {Number} [options.word_alternatives_threshold] - Number between 0 and 1 representing the minimum confidence before including an alternative word in the results. Must be set to enable word alternatives,
* @param {Boolean} [options.profanity_filter=false] - set to true to filter out profanity and replace the words with *'s
* @param {Number} [options.inactivity_timeout=30] - how many seconds of silence before automatically closing the stream (even if continuous is true). use -1 for infinity
* @param {Boolean} [options.readableObjectMode=false] - emit `result` objects instead of string Buffers for the `data` events. Changes several other defaults.
* @param {Number} [options.X-WDC-PL-OPT-OUT=0] - set to 1 to opt-out of allowing Watson to use this request to improve it's services
* @param {Boolean} [options.smart_formatting=false] - formats numeric values such as dates, times, currency, etc.
*
* @constructor
*/
function RecognizeStream(options) {
Duplex.call(this, options);
this.options = options;
this.listening = false;
this.initialized = false;
this.finished = false;
var self = this;
/**
* listening for `results` events should put the stream in flowing mode just like `data` events
*
* @param {String} event
*/
function flowForResults(event) {
if (event === 'results' || event === 'result') {
self.removeListener('newListener', flowForResults);
process.nextTick(function() {
self.on('data', function() {
}); // todo: is there a better way to put a stream in flowing mode?
});
if (!options.silent) {
// todo: move this to the node.js wrapper
// eslint-disable-next-line no-console
console.log(new Error('Watson Speech to Text RecognizeStream: the ' + event + ' event is deprecated and will be removed from a future release. ' +
'Please set {objectMode: true} and listen for the data event instead. ' +
'Pass {silent: true} to disable this message.'));
}
}
}
this.on('newListener', flowForResults);
}
util.inherits(RecognizeStream, Duplex);
RecognizeStream.prototype.initialize = function() {
var options = this.options;
// todo: apply these corrections to other methods (?)
if (options.token && !options['watson-token']) {
options['watson-token'] = options.token;
}
if (options.content_type && !options['content-type']) {
options['content-type'] = options.content_type;
}
if (options['X-WDC-PL-OPT-OUT'] && !options['X-Watson-Learning-Opt-Out']) {
options['X-Watson-Learning-Opt-Out'] = options['X-WDC-PL-OPT-OUT'];
}
var queryParams = util._extend({model: 'en-US_BroadbandModel'}, pick(options, QUERY_PARAMS_ALLOWED));
var queryString = qs.stringify(queryParams);
var url = (options.url || 'wss://stream.watsonplatform.net/speech-to-text/api').replace(/^http/, 'ws') + '/v1/recognize?' + queryString;
// turn off all the extras if we're just outputting text
var textModeDefaults = {
action: 'start',
'content-type': 'audio/wav',
continuous: true,
inactivity_timeout: 30,
interim_results: true,
word_confidence: false,
timestamps: false,
max_alternatives: 1
};
// but turn everything on if we're in objectMode and the end user can consume it
var objectModeDefaults = {
action: 'start',
'content-type': 'audio/wav',
continuous: true,
inactivity_timeout: 30,
interim_results: true,
word_confidence: false,
timestamps: false,
max_alternatives: 1
};
var openingMessage = defaults(
pick(options, OPENING_MESSAGE_PARAMS_ALLOWED),
(options.objectMode || options.readableObjectMode) ? objectModeDefaults : textModeDefaults
);
var self = this;
// node params: requestUrl, protocols, origin, headers, extraRequestOptions
// browser params: requestUrl, protocols (all others ignored)
var socket = this.socket = new W3CWebSocket(url, null, null, options.headers, null);
// when the input stops, let the service know that we're done
self.on('finish', self.finish.bind(self));
socket.onerror = function(error) {
self.listening = false;
self.emit('error', error);
};
this.socket.onopen = function() {
self.sendJSON(openingMessage);
self.emit('connect');
};
this.socket.onclose = function(e) {
if (self.listening) {
self.listening = false;
self.push(null);
}
/**
* @event RecognizeStream#close
* @param {Number} reasonCode
* @param {String} description
*/
self.emit('close', e.code, e.reason);
/**
* @event RecognizeStream#connection-close
* @param {Number} reasonCode
* @param {String} description
* @deprecated
*/
self.emit('connection-close', e.code, e.reason);
};
/**
* @event RecognizeStream#error
* @param {String} msg custom error message
* @param {*} [frame] unprocessed frame (should have a .data property with either string or binary data)
* @param {Error} [err]
*/
function emitError(msg, frame, err) {
if (err) {
err.message = msg + ' ' + err.message;
} else {
err = new Error(msg);
}
err.raw = frame;
self.emit('error', err);
}
socket.onmessage = function(frame) {
if (typeof frame.data !== 'string') {
return emitError('Unexpected binary data received from server', frame);
}
var data;
try {
data = JSON.parse(frame.data);
} catch (jsonEx) {
return emitError('Invalid JSON received from service:', frame, jsonEx);
}
/**
* @event RecognizeStream#receive-json
* @param {Object} msg - the raw JSON received from Watson - sometimes useful for debugging
*/
self.emit('receive-json', data);
if (data.error) {
emitError(data.error, frame);
} else if (data.state === 'listening') {
// this is emitted both when the server is ready for audio, and after we send the close message to indicate that it's done processing
if (self.listening) {
self.listening = false;
self.push(null);
socket.close();
} else {
self.listening = true;
self.emit('listening');
}
} else if (data.results) {
/**
* Object with array of interim or final results, possibly including confidence scores, alternatives, and word timing. May have no results at all for empty audio files.
* @event RecognizeStream#results
* @param {Object} results
* @deprecated - use objectMode and listen for the 'data' event instead
*/
self.emit('results', data.results);
// note: currently there is always either 0 or 1 entries in the results array. However, this may change in the future.
data.results.forEach(function(result) {
result.index = data.result_index;
/**
* Object with interim or final results, possibly including confidence scores, alternatives, and word timing.
* @event RecognizeStream#results
* @param {Object} results
* @deprecated - use objectMode and listen for the 'data' event instead
*/
self.emit('result', result);
if (options.objectMode || options.readableObjectMode) {
/**
* Object with interim or final results, possibly including confidence scores, alternatives, and word timing.
* @event RecognizeStream#data
* @param {Object} data
*/
self.push(result);
} else if (result.final && result.alternatives) {
/**
* Finalized text
* @event RecognizeStream#data
* @param {String} transcript
*/
self.push(result.alternatives[0].transcript, 'utf8');
}
});
} else {
emitError('Unrecognised message from server', frame);
}
};
this.initialized = true;
};
RecognizeStream.prototype.sendJSON = function sendJSON(msg) {
/**
* @event RecognizeStream#send-json
* @param {Object} msg - the raw JSON sent to Watson - sometimes useful for debugging
*/
this.emit('send-json', msg);
return this.socket.send(JSON.stringify(msg));
};
RecognizeStream.prototype.sendData = function sendData(data) {
this.emit('send-data', data);
return this.socket.send(data);
};
RecognizeStream.prototype._read = function(/* size*/) {
// there's no easy way to control reads from the underlying library
// so, the best we can do here is a no-op
};
RecognizeStream.prototype._write = function(chunk, encoding, callback) {
var self = this;
if (self.finished) {
// can't send any more data after the stop message (although this shouldn't happen normally...)
return;
}
if (self.listening) {
self.sendData(chunk);
this.afterSend(callback);
} else {
if (!this.initialized) {
if (!this.options['content-type']) {
this.options['content-type'] = RecognizeStream.getContentType(chunk);
}
this.initialize();
}
this.once('listening', function() {
self.sendData(chunk);
self.afterSend(callback);
});
}
};
// flow control - don't ask for more data until we've finished what we have
// todo: see if this can be improved
RecognizeStream.prototype.afterSend = function afterSend(next) {
if (this.socket.bufferedAmount <= (this._writableState.highWaterMark || 0)) {
process.nextTick(next);
} else {
setTimeout(this.afterSend.bind(this, next), 10);
}
};
RecognizeStream.prototype.stop = function() {
this.emit('stop');
this.finish();
};
RecognizeStream.prototype.finish = function finish() {
// this is called both when the source stream finishes, and when .stop() is fired, but we only want to send the stop message once.
if (this.finished) {
return;
}
this.finished = true;
var self = this;
var closingMessage = {action: 'stop'};
if (self.socket && self.socket.readyState !== self.socket.CLOSED && self.socket.readyState !== self.socket.CLOSING) {
self.sendJSON(closingMessage);
} else {
this.once('connect', function() {
self.sendJSON(closingMessage);
});
}
};
RecognizeStream.prototype.promise = require('./to-promise');
RecognizeStream.getContentType = function(buffer) {
return contentType(buffer.slice(0, 4).toString());
};
module.exports = RecognizeStream;
</code></pre>
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<h2><a href="index.html">Home</a></h2><h3>Modules</h3><ul><li><a href="module-watson-speech.html">watson-speech</a></li><li><a href="module-watson-speech_speech-to-text.html">watson-speech/speech-to-text</a></li><li><a href="module-watson-speech_speech-to-text_get-models.html">watson-speech/speech-to-text/get-models</a></li><li><a href="module-watson-speech_speech-to-text_recognize-file.html">watson-speech/speech-to-text/recognize-file</a></li><li><a href="module-watson-speech_speech-to-text_recognize-microphone.html">watson-speech/speech-to-text/recognize-microphone</a></li><li><a href="module-watson-speech_text-to-speech.html">watson-speech/text-to-speech</a></li><li><a href="module-watson-speech_text-to-speech_get-voices.html">watson-speech/text-to-speech/get-voices</a></li><li><a href="module-watson-speech_text-to-speech_synthesize.html">watson-speech/text-to-speech/synthesize</a></li></ul><h3>Classes</h3><ul><li><a href="FilePlayer.html">FilePlayer</a></li><li><a href="FormatStream.html">FormatStream</a></li><li><a href="RecognizeStream.html">RecognizeStream</a></li><li><a href="TimingStream.html">TimingStream</a></li><li><a href="WebAudioL16Stream.html">WebAudioL16Stream</a></li><li><a href="WritableElementStream.html">WritableElementStream</a></li></ul><h3>Events</h3><ul><li><a href="RecognizeStream.html#event:close">close</a></li><li><a href="RecognizeStream.html#event:connection-close">connection-close</a></li><li><a href="RecognizeStream.html#event:data">data</a></li><li><a href="RecognizeStream.html#event:error">error</a></li><li><a href="RecognizeStream.html#event:receive-json">receive-json</a></li><li><a href="RecognizeStream.html#event:results">results</a></li><li><a href="RecognizeStream.html#event:send-json">send-json</a></li></ul><h3>Global</h3><ul><li><a href="global.html#getContentTypeFromFile">getContentTypeFromFile</a></li><li><a href="global.html#noTimestamps">noTimestamps</a></li><li><a href="global.html#playFile">playFile</a></li></ul>
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