diff --git a/examples/.DS_Store b/examples/.DS_Store new file mode 100644 index 0000000..5008ddf Binary files /dev/null and b/examples/.DS_Store differ diff --git a/examples/index.html b/examples/index.html index 926000a..b133040 100644 --- a/examples/index.html +++ b/examples/index.html @@ -1,34 +1,42 @@ + + jsPsychPluginVoiceResponse Example + + + + + + + + - - jsPsychPluginVoiceResponse Example - - - - - + + - - \ No newline at end of file + jsPsych.run([init_mic, start, trial]); + + diff --git a/package-lock.json b/package-lock.json index 989fd9e..5c113c4 100644 --- a/package-lock.json +++ b/package-lock.json @@ -13,7 +13,9 @@ "@citation-js/plugin-bibtex": "^0.7.14", "@citation-js/plugin-cff": "^0.6.1", "@citation-js/plugin-software-formats": "^0.6.1", - "jspsych": "^8.0.0" + "@huggingface/transformers": "^3.5.1", + "jspsych": "^8.0.0", + "wavefile": "^11.0.0" }, "devDependencies": { "@jspsych/config": "^3.2.2", @@ -991,6 +993,16 @@ "node": ">=14.0.0" } }, + 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"version": "1.0.1", "resolved": "https://registry.npmjs.org/teex/-/teex-1.0.1.tgz", @@ -8921,7 +9857,7 @@ "version": "2.6.2", "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.6.2.tgz", "integrity": "sha512-AEYxH93jGFPn/a2iVAwW87VuUIkR1FVUKB77NwMF7nBTDkDrrT/Hpt/IrCJ0QXhW27jTBDcf5ZY7w6RiqTMw2Q==", - "dev": true, + "devOptional": true, "license": "0BSD" }, "node_modules/type-detect": { @@ -9001,7 +9937,6 @@ "version": "6.21.0", "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz", "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==", - "dev": true, "license": "MIT" }, "node_modules/universalify": { @@ -9323,6 +10258,18 @@ "makeerror": "1.0.12" } }, + "node_modules/wavefile": { + "version": "11.0.0", + "resolved": "https://registry.npmjs.org/wavefile/-/wavefile-11.0.0.tgz", + "integrity": "sha512-/OBiAALgWU24IG7sC84cDO/KfFuvajWc5Uec0oV2zrpOOZZDgGdOwHwgEzOrwh8jkubBk7PtZfQBIcI1OaE5Ng==", + "license": "MIT", + "bin": { + "wavefile": "bin/wavefile.js" + }, + "engines": { + "node": ">=8" + } + }, "node_modules/webidl-conversions": { "version": "7.0.0", "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz", diff --git a/package.json b/package.json index 4fdabc9..6a176b9 100644 --- a/package.json +++ b/package.json @@ -40,11 +40,13 @@ }, "homepage": "/plugin-voice-response/README.md", "dependencies": { - "jspsych": "^8.0.0", "@citation-js/core": "^0.7.14", - "@citation-js/plugin-software-formats": "^0.6.1", "@citation-js/plugin-bibtex": "^0.7.14", - "@citation-js/plugin-cff": "^0.6.1" + "@citation-js/plugin-cff": "^0.6.1", + "@citation-js/plugin-software-formats": "^0.6.1", + "@huggingface/transformers": "^3.5.1", + "jspsych": "^8.0.0", + "wavefile": "^11.0.0" }, "devDependencies": { "@jspsych/config": "^3.2.2", diff --git a/rollup.config.mjs b/rollup.config.mjs index 29962e7..62e9451 100644 --- a/rollup.config.mjs +++ b/rollup.config.mjs @@ -1,3 +1,37 @@ import { makeRollupConfig } from "@jspsych/config/rollup"; +import esbuild from "rollup-plugin-esbuild"; -export default makeRollupConfig("jsPsychPluginVoiceResponse"); +// Suppress known harmless warnings from @huggingface/transformers and onnxruntime-common. +// These are upstream library issues that can't be fixed here. +function onwarn(warning, warn) { + if (warning.code === "INVALID_ANNOTATION" && warning.id?.includes("@huggingface/transformers")) return; + if (warning.code === "CIRCULAR_DEPENDENCY" && warning.message?.includes("onnxruntime-common")) return; + warn(warning); +} + +const newConfig = makeRollupConfig("jsPsychPluginVoiceResponse").map((config) => { + const isBrowserBuild = + config.output?.file?.endsWith(".browser.js") || + config.output?.file?.endsWith(".browser.min.js"); + + let updatedConfig = isBrowserBuild ? { ...config, onwarn } : config; + + // Replace esbuild target in minified build: es2015 can't handle modern transformers syntax + if (Array.isArray(updatedConfig.plugins) && updatedConfig.output?.file?.endsWith(".browser.min.js")) { + const updatedPlugins = updatedConfig.plugins.map((plugin) => { + if (plugin.name === "esbuild") { + return esbuild({ + loaders: { ".json": "json" }, + minify: true, + target: "es2020" + }); + } + return plugin; + }); + updatedConfig = { ...updatedConfig, plugins: updatedPlugins }; + } + + return updatedConfig; +}); + +export default newConfig; diff --git a/src/index.ts b/src/index.ts index 69de7bb..65201d7 100644 --- a/src/index.ts +++ b/src/index.ts @@ -1,4 +1,5 @@ import { JsPsych, JsPsychPlugin, ParameterType, TrialType } from "jspsych"; +import { pipeline } from "@huggingface/transformers"; import { version } from "../package.json"; @@ -6,91 +7,110 @@ const info = { name: "plugin-voice-response", version: version, parameters: { - /** The HTML content to be displayed. */ - stimulus: { - type: ParameterType.HTML_STRING, - default: undefined, + /** The HTML content to be displayed. */ + stimulus: { + type: ParameterType.HTML_STRING, + default: undefined, + }, + /** How long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to `hidden` after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends. */ + stimulus_duration: { + type: ParameterType.INT, + default: null, + }, + /** The maximum length of the recording, in milliseconds. The default value is intentionally set low because of the potential to accidentally record very large data files if left too high. You can set this to `null` to allow the participant to control the length of the recording via the done button, but be careful with this option as it can lead to crashing the browser if the participant waits too long to stop the recording. */ + recording_duration: { + type: ParameterType.INT, + default: 2000, + }, + /** Whether to show a button on the screen that the participant can click to finish the recording. */ + show_done_button: { + type: ParameterType.BOOL, + default: true, + }, + /** The label for the done button. */ + done_button_label: { + type: ParameterType.STRING, + default: "Continue", + }, + /** The label for the record again button enabled when `allow_playback: true`. + */ + record_again_button_label: { + type: ParameterType.STRING, + default: "Record again", + }, + /** The label for the accept button enabled when `allow_playback: true`. */ + accept_button_label: { + type: ParameterType.STRING, + default: "Continue", + }, + /** Whether to allow the participant to listen to their recording and decide whether to rerecord or not. If `true`, then the participant will be shown an interface to play their recorded audio and click one of two buttons to either accept the recording or rerecord. If rerecord is selected, then stimulus will be shown again, as if the trial is starting again from the beginning. */ + allow_playback: { + type: ParameterType.BOOL, + default: false, + }, + /** If `true`, then an [Object URL](https://developer.mozilla.org/en-US/docs/Web/API/URL/createObjectURL) will be generated and stored for the recorded audio. Only set this to `true` if you plan to reuse the recorded audio later in the experiment, as it is a potentially memory-intensive feature. */ + save_audio_url: { + type: ParameterType.BOOL, + default: true, + }, + /** Whether or not to download the audio response automatically after recording ends. If true, the 'response' value will be the name of the downloaded file rather than a base64 representation of the data. Default is false. */ + local_download: { + type: ParameterType.BOOL, + default: false, + }, + /** If local_download is true, this sets the base file name of the downloaded file, which will be followed by a timestamp. The default is 'audio-response'. */ + download_file_name: { + type: ParameterType.STRING, + default: "audio-response", + }, }, - /** How long to display the stimulus in milliseconds. The visibility CSS property of the stimulus will be set to `hidden` after this time has elapsed. If this is null, then the stimulus will remain visible until the trial ends. */ - stimulus_duration: { - type: ParameterType.INT, - default: null, + data: { + /** The time, since the onset of the stimulus, for the participant to click the done button. If the button is not clicked (or not enabled), then `rt` will be `null`. */ + rt: { + type: ParameterType.INT, + }, + /** The base64-encoded audio data (if local_download is false) or name of the downloaded file (if local_download is true). */ + response: { + type: ParameterType.STRING, + }, + /** The HTML content that was displayed on the screen. */ + stimulus: { + type: ParameterType.HTML_STRING, + }, + /** This is an estimate of when the stimulus appeared relative to the start of the audio recording. The plugin is configured so that the recording should start prior to the display of the stimulus. We have not yet been able to verify the accuracy of this estimate with external measurement devices. */ + estimated_stimulus_onset: { + type: ParameterType.INT, + }, + /** A URL to a copy of the audio data. */ + audio_url: { + type: ParameterType.STRING, + }, + /** The full transcript text returned by Whisper.*/ + transcript: { + type: ParameterType.STRING, + }, + /** Word-level timestamps from Whisper. */ + transcript_chunks: { + type: ParameterType.COMPLEX, + }, }, - /** The maximum length of the recording, in milliseconds. The default value is intentionally set low because of the potential to accidentally record very large data files if left too high. You can set this to `null` to allow the participant to control the length of the recording via the done button, but be careful with this option as it can lead to crashing the browser if the participant waits too long to stop the recording. */ - recording_duration: { - type: ParameterType.INT, - default: 2000, - }, - /** Whether to show a button on the screen that the participant can click to finish the recording. */ - show_done_button: { - type: ParameterType.BOOL, - default: true, - }, - /** The label for the done button. */ - done_button_label: { - type: ParameterType.STRING, - default: "Continue", - }, - /** The label for the record again button enabled when `allow_playback: true`. - */ - record_again_button_label: { - type: ParameterType.STRING, - default: "Record again", - }, - /** The label for the accept button enabled when `allow_playback: true`. */ - accept_button_label: { - type: ParameterType.STRING, - default: "Continue", - }, - /** Whether to allow the participant to listen to their recording and decide whether to rerecord or not. If `true`, then the participant will be shown an interface to play their recorded audio and click one of two buttons to either accept the recording or rerecord. If rerecord is selected, then stimulus will be shown again, as if the trial is starting again from the beginning. */ - allow_playback: { - type: ParameterType.BOOL, - default: false, - }, - /** If `true`, then an [Object URL](https://developer.mozilla.org/en-US/docs/Web/API/URL/createObjectURL) will be generated and stored for the recorded audio. Only set this to `true` if you plan to reuse the recorded audio later in the experiment, as it is a potentially memory-intensive feature. */ - save_audio_url: { - type: ParameterType.BOOL, - default: false, - }, - /** Whether or not to download the audio response automatically after recording ends. If true, the 'response' value will be the name of the downloaded file rather than a base64 representation of the data. Default is false. */ - local_download: { - type: ParameterType.BOOL, - default: false, - }, - /** If local_download is true, this sets the base file name of the downloaded file, which will be followed by a timestamp. The default is 'audio-response'. */ - download_file_name: { - type: ParameterType.STRING, - default: 'audio-response', - }, -}, -data: { - /** The time, since the onset of the stimulus, for the participant to click the done button. If the button is not clicked (or not enabled), then `rt` will be `null`. */ - rt: { - type: ParameterType.INT, - }, - /** The base64-encoded audio data (if local_download is false) or name of the downloaded file (if local_download is true). */ - response: { - type: ParameterType.STRING, - }, - /** The HTML content that was displayed on the screen. */ - stimulus: { - type: ParameterType.HTML_STRING, - }, - /** This is an estimate of when the stimulus appeared relative to the start of the audio recording. The plugin is configured so that the recording should start prior to the display of the stimulus. We have not yet been able to verify the accuracy of this estimate with external measurement devices. */ - estimated_stimulus_onset: { - type: ParameterType.INT, - }, - /** A URL to a copy of the audio data. */ - audio_url: { - type: ParameterType.STRING, - }, -}, -// prettier-ignore -citations: '__CITATIONS__', + // prettier-ignore + citations: '__CITATIONS__', }; type Info = typeof info; +// Loaded once on first use; subsequent trials reuse the cached model. +// eslint-disable-next-line @typescript-eslint/no-explicit-any +let _transcriber: any = null; + +async function getTranscriber() { + if (!_transcriber) { + _transcriber = await pipeline("automatic-speech-recognition", "Xenova/whisper-tiny.en"); + } + return _transcriber; +} + /** * **plugin-voice-response** * @@ -112,6 +132,7 @@ class VoiceResponsePlugin implements JsPsychPlugin { private stop_event_handler; private data_available_handler; private recorded_data_chunks = []; + private data: Blob; constructor(private jsPsych: JsPsych) {} @@ -142,7 +163,9 @@ class VoiceResponsePlugin implements JsPsychPlugin { } private hideStimulus(display_element: HTMLElement) { - const el: HTMLElement = display_element.querySelector("#jspsych-html-audio-response-stimulus"); + const el: HTMLElement = display_element.querySelector( + "#jspsych-html-audio-response-stimulus" + ); if (el) { el.style.visibility = "hidden"; } @@ -173,7 +196,9 @@ class VoiceResponsePlugin implements JsPsychPlugin { }; this.stop_event_handler = () => { - const data = new Blob(this.recorded_data_chunks, { type: this.recorded_data_chunks[0].type }); + const data = new Blob(this.recorded_data_chunks, { + type: this.recorded_data_chunks[0].type, + }); this.audio_url = URL.createObjectURL(data); if (trial.local_download) { const link = document.createElement("a"); @@ -191,6 +216,7 @@ class VoiceResponsePlugin implements JsPsychPlugin { this.load_resolver(); }); reader.readAsDataURL(data); + this.data = data; }; this.start_event_handler = (e) => { @@ -226,7 +252,10 @@ class VoiceResponsePlugin implements JsPsychPlugin { } }; - this.recorder.addEventListener("dataavailable", this.data_available_handler); + this.recorder.addEventListener( + "dataavailable", + this.data_available_handler + ); this.recorder.addEventListener("stop", this.stop_event_handler); @@ -251,11 +280,13 @@ class VoiceResponsePlugin implements JsPsychPlugin { `; - display_element.querySelector("#record-again").addEventListener("click", () => { - // release object url to save memory - URL.revokeObjectURL(this.audio_url); - this.startRecording(); - }); + display_element + .querySelector("#record-again") + .addEventListener("click", () => { + // release object url to save memory + URL.revokeObjectURL(this.audio_url); + this.startRecording(); + }); display_element.querySelector("#continue").addEventListener("click", () => { this.endTrial(display_element, trial); }); @@ -264,10 +295,13 @@ class VoiceResponsePlugin implements JsPsychPlugin { // audio.src = } - private endTrial(display_element, trial) { + private async endTrial(display_element, trial) { // clear recordering event handler - this.recorder.removeEventListener("dataavailable", this.data_available_handler); + this.recorder.removeEventListener( + "dataavailable", + this.data_available_handler + ); this.recorder.removeEventListener("start", this.start_event_handler); this.recorder.removeEventListener("stop", this.stop_event_handler); @@ -276,7 +310,9 @@ class VoiceResponsePlugin implements JsPsychPlugin { rt: this.rt, stimulus: trial.stimulus, response: this.response, - estimated_stimulus_onset: Math.round(this.stimulus_start_time - this.recorder_start_time), + estimated_stimulus_onset: Math.round( + this.stimulus_start_time - this.recorder_start_time + ), }; if (trial.save_audio_url) { @@ -285,9 +321,50 @@ class VoiceResponsePlugin implements JsPsychPlugin { URL.revokeObjectURL(this.audio_url); } + await transcribe(this.data, trial_data); + // move on to the next trial this.jsPsych.finishTrial(trial_data); } } +async function transcribe(audioBlob: Blob, savedResult: Record): Promise { + console.log("[transcribe] starting — loading model if needed"); + try { + const transcriber = await getTranscriber(); + console.log("[transcribe] model ready — decoding audio"); + + // Decode and resample to 16kHz (Whisper's required sample rate) using AudioContext. + // decodeAudioData resamples to match the context's sampleRate. + const arrayBuffer = await audioBlob.arrayBuffer(); + const audioContext = new AudioContext({ sampleRate: 16000 }); + const decoded = await audioContext.decodeAudioData(arrayBuffer); + audioContext.close(); + + // Downmix stereo to mono + let audioData: Float32Array; + if (decoded.numberOfChannels > 1) { + const ch0 = decoded.getChannelData(0); + const ch1 = decoded.getChannelData(1); + audioData = new Float32Array(ch0.length); + const SCALING_FACTOR = Math.sqrt(2); + for (let i = 0; i < ch0.length; i++) { + audioData[i] = (SCALING_FACTOR * (ch0[i] + ch1[i])) / 2; + } + } else { + audioData = decoded.getChannelData(0); + } + + console.log("[transcribe] running inference"); + const output = await transcriber(audioData, { return_timestamps: "word" }); + console.log("[transcribe] result:", output); + + // Write result back into the stored trial data object (direct reference — no copy was made). + savedResult.transcript = (output as any).text; + savedResult.transcript_chunks = (output as any).chunks; + } catch (err) { + console.error("[transcribe] failed:", err); + } +} + export default VoiceResponsePlugin;