diff --git a/bindings/node.js/.gitignore b/bindings/node.js/.gitignore new file mode 100644 index 000000000..3c5b6214b --- /dev/null +++ b/bindings/node.js/.gitignore @@ -0,0 +1,2 @@ +/node_modules/ +/whisper.cpp diff --git a/bindings/node.js/README.md b/bindings/node.js/README.md new file mode 100644 index 000000000..7db0fc442 --- /dev/null +++ b/bindings/node.js/README.md @@ -0,0 +1,166 @@ +# NPM package wrapping the whisper.cpp Node.js addon + +This package is useful in a node.js environment (node, Electron, etc.) where it will provide access to the C++ implementation of whisper.cpp which should be the fastest possible way to run it. + +## Install +To install you need to have [cmake v4+](https://cmake.org/download/) (and [Visual Studio](https://github.com/nodejs/node-gyp#on-windows) on Windows) already available on you machine - it will be used to build the addon for your environment. + +```shell +npm install whisper.cpp.node +npx whisper.cpp.node install +``` + +This will download the whisper.cpp repository and will build the addon. There are few commands that can be used: + +- "install" - downloads the latest released tag of the whisper.cpp repository at the time of publishing or does nothing if the repo is already downloaded; +- "install latest" - downloads the latest master; +- "reinstall" - downloads the latest released tag of the whisper.cpp repository at the time of publishing even if the repo is already downloaded; +- "reinstall latest" - will produce the same result as "install latest"; +- "rebuild" - will not download anything but will simply try to rebuild the addon (if for example you change the version of node). + +The addon will then be available as the package's main export for use like: + +```javascript +const whisper = require("whisper.cpp.node"); + +const transcription = await whisper({ + language: 'en', + model: './models/ggml-base.en.bin', + fname_inp: './your/file/here' +}); + +console.log(transcription); +``` + +Check the [Supported Parameters section](#supported-parameters) for more parameter information. + +## What the package will not provide for you + +It will not download any models for inference. As noted in many other packages, there are models ready for download and use in the [Hugging Face repo of whisper.cpp](https://huggingface.co/ggerganov/whisper.cpp/tree/main). + +It will also not work if you try to bundle it for the browser (you should use the [whisper.cpp](https://www.npmjs.com/package/whisper.cpp) package instead which provides the WASM version). + +## Links + +- [GitHub Repository](https://github.com/gkostov/whisper.cpp.node) +- [NPM Package](https://www.npmjs.com/package/whisper.cpp.node) + + +And following is the original README of the addon where you can see details for using it. +______ + +# whisper.cpp Node.js addon + +This is an addon demo that can **perform whisper model reasoning in `node` and `electron` environments**, based on [cmake-js](https://github.com/cmake-js/cmake-js). +It can be used as a reference for using the whisper.cpp project in other node projects. + +This addon now supports **Voice Activity Detection (VAD)** for improved transcription performance. + +## Install + +```shell +npm install +``` + +## Compile + +Make sure it is in the project root directory and compiled with make-js. + +```shell +npx cmake-js compile -T addon.node -B Release +``` + +For Electron addon and cmake-js options, you can see [cmake-js](https://github.com/cmake-js/cmake-js) and make very few configuration changes. + +> Such as appointing special cmake path: +> ```shell +> npx cmake-js compile -c 'xxx/cmake' -T addon.node -B Release +> ``` + +## Run + +### Basic Usage + +```shell +cd examples/addon.node + +node index.js --language='language' --model='model-path' --fname_inp='file-path' +``` + +### VAD (Voice Activity Detection) Usage + +Run the VAD example with performance comparison: + +```shell +node vad-example.js +``` + +## Voice Activity Detection (VAD) Support + +VAD can significantly improve transcription performance by only processing speech segments, which is especially beneficial for audio files with long periods of silence. + +### VAD Model Setup + +Before using VAD, download a VAD model: + +```shell +# From the whisper.cpp root directory +./models/download-vad-model.sh silero-v6.2.0 +``` + +### VAD Parameters + +All VAD parameters are optional and have sensible defaults: + +- `vad`: Enable VAD (default: false) +- `vad_model`: Path to VAD model file (required when VAD enabled) +- `vad_threshold`: Speech detection threshold 0.0-1.0 (default: 0.5) +- `vad_min_speech_duration_ms`: Min speech duration in ms (default: 250) +- `vad_min_silence_duration_ms`: Min silence duration in ms (default: 100) +- `vad_max_speech_duration_s`: Max speech duration in seconds (default: FLT_MAX) +- `vad_speech_pad_ms`: Speech padding in ms (default: 30) +- `vad_samples_overlap`: Sample overlap 0.0-1.0 (default: 0.1) + +### JavaScript API Example + +```javascript +const path = require("path"); +const { whisper } = require(path.join(__dirname, "../../build/Release/addon.node")); +const { promisify } = require("util"); + +const whisperAsync = promisify(whisper); + +// With VAD enabled +const vadParams = { + language: "en", + model: path.join(__dirname, "../../models/ggml-base.en.bin"), + fname_inp: path.join(__dirname, "../../samples/jfk.wav"), + vad: true, + vad_model: path.join(__dirname, "../../models/ggml-silero-v6.2.0.bin"), + vad_threshold: 0.5, + progress_callback: (progress) => console.log(`Progress: ${progress}%`) +}; + +whisperAsync(vadParams).then(result => console.log(result)); +``` + +## Supported Parameters + +Both traditional whisper.cpp parameters and new VAD parameters are supported: + +- `language`: Language code (e.g., "en", "es", "fr") +- `model`: Path to whisper model file +- `fname_inp`: Path to input audio file +- `use_gpu`: Enable GPU acceleration (default: true) +- `flash_attn`: Enable flash attention (default: false) +- `no_prints`: Disable console output (default: false) +- `no_timestamps`: Disable timestamps (default: false) +- `detect_language`: Auto-detect language (default: false) +- `audio_ctx`: Audio context size (default: 0) +- `max_len`: Maximum segment length (default: 0) +- `max_context`: Maximum context size (default: -1) +- `prompt`: Initial prompt for decoder +- `comma_in_time`: Use comma in timestamps (default: true) +- `print_progress`: Print progress info (default: false) +- `progress_callback`: Progress callback function +- VAD parameters (see above section) \ No newline at end of file diff --git a/bindings/node.js/bin/build.js b/bindings/node.js/bin/build.js new file mode 100755 index 000000000..57af23713 --- /dev/null +++ b/bindings/node.js/bin/build.js @@ -0,0 +1,84 @@ +#!/usr/bin/env node + +const { execSync } = require('child_process'); +const fs = require('fs'); +const path = require('path'); +const https = require('https'); +const { createWriteStream } = require('fs'); + +async function downloadAndUnzip(url, filename, output) { + const file = createWriteStream(filename); + + console.log(`Downloading from ${url} ...`); + await new Promise((resolve, reject) => { + https.get(url, (response) => { + if (response.statusCode === 302 && response.headers.location) { + https.get(response.headers.location, (redirectResponse) => { + redirectResponse.pipe(file); + file.on('finish', resolve); + file.on('error', reject); + }).on('error', reject); + } else { + response.pipe(file); + file.on('finish', resolve); + file.on('error', reject); + } + }).on('error', reject); + }); + console.log(`Download complete. Extracting...`); + + const unzipCmd = process.platform === 'win32' ? + `powershell -command "Expand-Archive -Path '${filename}' -DestinationPath '${output}' -Force"` : + `unzip -o "${filename}" -d "${output}"`; + execSync(unzipCmd, { stdio: 'inherit' }); + fs.unlinkSync(filename); +} + +const isLatestRequested = process.argv[3] == 'latest'; +const releaseUrl = isLatestRequested ? 'https://github.com/ggml-org/whisper.cpp/archive/refs/heads/master.zip' : 'https://github.com/ggml-org/whisper.cpp/archive/refs/tags/v1.8.3.zip'; +const whisperCppDir = path.resolve(__dirname, '..', 'whisper.cpp'); +const buildCmd = `cd ${whisperCppDir} && npx cmake-js clean && npx cmake-js compile -T addon.node -B Release`; + +async function install() { + console.log( + 'whisper.cpp will now be downloaded from the github repo and the addon will be built.' + + '\nIt is going to a take a while ...' + ); + // extract to a .tmp directory because it's not yet know what directory the files will be extracted to + const whisperCppTmpDir = whisperCppDir + '.tmp'; + await downloadAndUnzip(releaseUrl, path.resolve(__dirname, '..', releaseUrl.split('/').pop()), whisperCppTmpDir); + // move the extracted files out from the first (and only) directory inside to "whisper.cpp" + fs.renameSync(path.resolve(whisperCppTmpDir, fs.readdirSync(whisperCppTmpDir)[0]), whisperCppDir); + fs.rmdirSync(whisperCppTmpDir); + console.log(`Building ...`); + execSync(buildCmd, { stdio: 'inherit' }); + console.log('whisper.cpp.node should now be ready for use.'); +} + +if (process.argv[2] == 'install') { + if (isLatestRequested) { + if (fs.existsSync(whisperCppDir)){ + console.log('Replacing with the latest one from master.'); + execSync(`rm -rf ${whisperCppDir}`, { stdio: 'inherit' }); + } + install(); + } else if (fs.existsSync(whisperCppDir)) { + console.log( + 'The directory with whisper.cpp exists so the addon should be already available for use.' + + '\nIf you think there\'s something wrong with the installation and would like to install afresh, then run again with the "reinstall" option.' + ); + } else + install(); +} else if (process.argv[2] == 'reinstall') { + // remove if already there and install + execSync(`rm -rf ${whisperCppDir}`, { stdio: 'inherit' }); + install(); +} else if (process.argv[2] == 'rebuild') { + console.log( + 'whisper.cpp.node will now be rebuilt.' + + '\nIt is going to a take a while ...' + ); + execSync(buildCmd, { stdio: 'inherit' }); + console.log('whisper.cpp.node should now be ready for use.'); +} else + console.log('Not sure what you want to do right now. 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} + } +} diff --git a/bindings/node.js/package.json b/bindings/node.js/package.json new file mode 100644 index 000000000..ecc3bb359 --- /dev/null +++ b/bindings/node.js/package.json @@ -0,0 +1,35 @@ +{ + "name": "whisper.cpp.node", + "version": "1.8.3-1", + "description": "NPM package wrapping the whisper.cpp addon for Node.js", + "main": "whisper.js", + "scripts": { + "test": "echo \"Error: no test specified\" && exit 1" + }, + "repository": { + "type": "git", + "url": "git+https://github.com/ggerganov/whisper.cpp" + }, + "keywords": [ + "openai", + "whisper", + "speech-to-text", + "speech-recognition", + "transformer" + ], + "bin": "bin/build.js", + "files": [ + "index.js", + "bin/" + ], + "author": "Georgi Kostov", + "license": "MIT", + "dependencies": { + "cmake-js": "^7.4.0", + "node-addon-api": "^5.0.0" + }, + "bugs": { + "url": "https://github.com/ggerganov/whisper.cpp/issues" + }, + "homepage": "https://github.com/ggerganov/whisper.cpp#readme" +} \ No newline at end of file diff --git a/bindings/node.js/whisper.js b/bindings/node.js/whisper.js new file mode 100644 index 000000000..1167cda82 --- /dev/null +++ b/bindings/node.js/whisper.js @@ -0,0 +1,9 @@ +const path = require('path'); +const os = require('os'); +const { promisify } = require('util'); + +const buildPath = os.platform() == 'win32' ? './whisper.cpp/build/bin/Release/addon.node' : './whisper.cpp/build/Release/addon.node'; + +const { whisper } = require(path.join(__dirname, buildPath)); + +module.exports = promisify(whisper);