'use strict'; const binary = require('node-pre-gyp'); const path = require('path') // 'lib', 'binding', 'v0.1.1', ['node', 'v' + process.versions.modules, process.platform, process.arch].join('-'), 'deepspeech-bingings.node') const binding_path = binary.find(path.resolve(path.join(__dirname, 'package.json'))); // On Windows, we can't rely on RPATH being set to $ORIGIN/../ or on // @loader_path/../ but we can change the PATH to include the proper directory // for the dynamic linker if (process.platform === 'win32') { const dslib_path = path.resolve(path.join(binding_path, '../..')); var oldPath = process.env.PATH; process.env['PATH'] = `${dslib_path};${process.env.PATH}`; } const binding = require(binding_path); if (process.platform === 'win32') { process.env['PATH'] = oldPath; } /** * @class * An object providing an interface to a trained DeepSpeech model. * * @param {string} aModelPath The path to the frozen model graph. * @param {number} aBeamWidth The beam width used by the decoder. A larger beam width generates better results at the cost of decoding time. * * @throws on error */ function Model() { this._impl = null; const rets = binding.CreateModel.apply(null, arguments); const status = rets[0]; const impl = rets[1]; if (status !== 0) { throw "CreateModel failed with error code " + status; } this._impl = impl; } /** * Return the sample rate expected by the model. * * @return {number} Sample rate. */ Model.prototype.sampleRate = function() { return binding.GetModelSampleRate(this._impl); } /** * Enable decoding using beam scoring with a KenLM language model. * * @param {string} aLMPath The path to the language model binary file. * @param {string} aTriePath The path to the trie file build from the same vocabulary as the language model binary. * @param {float} aLMAlpha The alpha hyperparameter of the CTC decoder. Language Model weight. * @param {float} aLMBeta The beta hyperparameter of the CTC decoder. Word insertion weight. * * @return {number} Zero on success, non-zero on failure (invalid arguments). */ Model.prototype.enableDecoderWithLM = function() { const args = [this._impl].concat(Array.prototype.slice.call(arguments)); return binding.EnableDecoderWithLM.apply(null, args); } /** * Use the DeepSpeech model to perform Speech-To-Text. * * @param {object} aBuffer A 16-bit, mono raw audio signal at the appropriate sample rate (matching what the model was trained on). * @param {number} aBufferSize The number of samples in the audio signal. * * @return {string} The STT result. Returns undefined on error. */ Model.prototype.stt = function() { const args = [this._impl].concat(Array.prototype.slice.call(arguments)); return binding.SpeechToText.apply(null, args); } /** * Use the DeepSpeech model to perform Speech-To-Text and output metadata * about the results. * * @param {object} aBuffer A 16-bit, mono raw audio signal at the appropriate sample rate (matching what the model was trained on). * @param {number} aBufferSize The number of samples in the audio signal. * * @return {object} Outputs a :js:func:`Metadata` struct of individual letters along with their timing information. The user is responsible for freeing Metadata by calling :js:func:`FreeMetadata`. Returns undefined on error. */ Model.prototype.sttWithMetadata = function() { const args = [this._impl].concat(Array.prototype.slice.call(arguments)); return binding.SpeechToTextWithMetadata.apply(null, args); } /** * Create a new streaming inference state. The streaming state returned by this function can then be passed to :js:func:`Model.feedAudioContent` and :js:func:`Model.finishStream`. * * @return {object} an opaque object that represents the streaming state. * * @throws on error */ Model.prototype.createStream = function() { const args = [this._impl].concat(Array.prototype.slice.call(arguments)); const rets = binding.CreateStream.apply(null, args); const status = rets[0]; const ctx = rets[1]; if (status !== 0) { throw "CreateStream failed with error code " + status; } return ctx; } /** * Feed audio samples to an ongoing streaming inference. * * @param {object} aSctx A streaming state returned by :js:func:`Model.setupStream`. * @param {buffer} aBuffer An array of 16-bit, mono raw audio samples at the * appropriate sample rate (matching what the model was trained on). * @param {number} aBufferSize The number of samples in @param aBuffer. */ Model.prototype.feedAudioContent = function() { binding.FeedAudioContent.apply(null, arguments); } /** * Compute the intermediate decoding of an ongoing streaming inference. * * @param {object} aSctx A streaming state returned by :js:func:`Model.setupStream`. * * @return {string} The STT intermediate result. */ Model.prototype.intermediateDecode = function() { return binding.IntermediateDecode.apply(null, arguments); } /** * Signal the end of an audio signal to an ongoing streaming inference, returns the STT result over the whole audio signal. * * @param {object} aSctx A streaming state returned by :js:func:`Model.setupStream`. * * @return {string} The STT result. * * This method will free the state (@param aSctx). */ Model.prototype.finishStream = function() { return binding.FinishStream.apply(null, arguments); } /** * Signal the end of an audio signal to an ongoing streaming inference, returns per-letter metadata. * * @param {object} aSctx A streaming state pointer returned by :js:func:`Model.setupStream`. * * @return {object} Outputs a :js:func:`Metadata` struct of individual letters along with their timing information. The user is responsible for freeing Metadata by calling :js:func:`FreeMetadata`. * * This method will free the state pointer (@param aSctx). */ Model.prototype.finishStreamWithMetadata = function() { return binding.FinishStreamWithMetadata.apply(null, arguments); } /** * Frees associated resources and destroys model object. * * @param {object} model A model pointer returned by :js:func:`Model` * */ function FreeModel(model) { return binding.FreeModel(model._impl); } /** * Free memory allocated for metadata information. * * @param {object} metadata Object containing metadata as returned by :js:func:`Model.sttWithMetadata` or :js:func:`Model.finishStreamWithMetadata` */ function FreeMetadata(metadata) { return binding.FreeMetadata(metadata); } /** * Destroy a streaming state without decoding the computed logits. This * can be used if you no longer need the result of an ongoing streaming * inference and don't want to perform a costly decode operation. * * @param {Object} stream A streaming state pointer returned by :js:func:`Model.createStream`. */ function FreeStream(stream) { return binding.FreeStream(stream); } /** * Print version of this library and of the linked TensorFlow library on standard output. */ function printVersions() { return binding.PrintVersions(); } //// Metadata and MetadataItem are here only for documentation purposes /** * @class * * Stores each individual character, along with its timing information */ function MetadataItem() {} /** * The character generated for transcription * * @return {string} The character generated */ MetadataItem.prototype.character = function() {} /** * Position of the character in units of 20ms * * @return {int} The position of the character */ MetadataItem.prototype.timestep = function() {}; /** * Position of the character in seconds * * @return {float} The position of the character */ MetadataItem.prototype.start_time = function() {}; /** * @class * * Stores the entire CTC output as an array of character metadata objects */ function Metadata () {} /** * List of items * * @return {array} List of :js:func:`MetadataItem` */ Metadata.prototype.items = function() {} /** * Size of the list of items * * @return {int} Number of items */ Metadata.prototype.num_items = function() {} /** * Approximated confidence value for this transcription. This is roughly the * sum of the acoustic model logit values for each timestep/character that * contributed to the creation of this transcription. * * @return {float} Confidence value */ Metadata.prototype.confidence = function() {} module.exports = { Model: Model, Metadata: Metadata, MetadataItem: MetadataItem, printVersions: printVersions, FreeModel: FreeModel, FreeStream: FreeStream, FreeMetadata: FreeMetadata };