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Intended (but not required) to be used with the [@picovoice/web-voice-processor](https://www.npmjs.com/package/@picovoice/web-voice-processor).\n\nThis library processes naturally spoken commands in-browser, offline. All processing is done via WebAssembly and Workers in a separate thread. Speech results are converted into inference directly, without intermediate Speech-to-Text. Rhino can be used standalone (push-to-talk), or with the [Porcupine Wake Word engine](https://picovoice.ai/platform/porcupine/).\n\nLooking for Rhino on NodeJS? See the [@picovoice/rhino-node](https://www.npmjs.com/package/@picovoice/rhino-node) package.\n\n## Compatibility\n\n- Chrome / Edge\n- Firefox\n- Safari\n\nThis library requires several modern browser features: WebAssembly, Web Workers, and promises. Internet Explorer will _not_ work.\n\nIf you are using this library with the [@picovoice/web-voice-processor](https://www.npmjs.com/package/@picovoice/web-voice-processor) to access the microphone, that requires some additional browser features like Web Audio API. Its overall browser support is approximately the same.\n\n## Packages / Installation\n\nRhino for Web is split into multiple packages due to each language including the entire Voice AI model which is of nontrivial size. There are separate worker and factory packages as well, due to the complexities with bundling an \"all-in-one\" web workers without bloating bundle sizes. Import each as required.\n\nAny Rhino context files (`.rhn` files) generated from [Picovoice Console](https://console.picovoice.ai/) must be trained for the WebAssembly (WASM) platform and match the language of the instance you create. The `.zip` file contains a `.rhn` file and a `_b64.txt` file which contains the binary model encoded with Base64. The base64 encoded model can then be passed into the Rhino `create` function as an argument.\n\n## AccessKey\n\nRhino requires a valid Picovoice `AccessKey` at initialization. `AccessKey` acts as your credentials when using Rhino SDKs.\nYou can get your `AccessKey` for free. Make sure to keep your `AccessKey` secret.\nSignup or Login to [Picovoice Console](https://console.picovoice.ai/) to get your `AccessKey`.\n\n### Workers\n\n- @picovoice/rhino-web-de-worker\n- @picovoice/rhino-web-en-worker\n- @picovoice/rhino-web-es-worker\n- @picovoice/rhino-web-fr-worker\n- @picovoice/rhino-web-it-worker\n- @picovoice/rhino-web-ja-worker\n- @picovoice/rhino-web-kr-worker\n- @picovoice/rhino-web-pt-worker\n\n### Factories\n\n- @picovoice/rhino-web-de-factory\n- @picovoice/rhino-web-en-factory\n- @picovoice/rhino-web-es-factory\n- @picovoice/rhino-web-fr-factory\n- @picovoice/rhino-web-it-factory\n- @picovoice/rhino-web-ja-factory\n- @picovoice/rhino-web-kr-factory\n- @picovoice/rhino-web-pt-factory\n\n### Worker\n\nFor typical cases, use the worker packages. These are compatible with the framework packages for [Angular](https://www.npmjs.com/package/@picovoice/rhino-web-angular), [React](https://www.npmjs.com/package/@picovoice/rhino-web-react), and [Vue](https://www.npmjs.com/package/@picovoice/rhino-web-vue). The workers are complete with everything you need to run Rhino off the main thread. If you are using the workers with the Angular/React/Vue packages, you will load them and pass them into those services/hooks/components as an argument.\n\nTo obtain a Rhino Worker, we can use the static `create` factory method from the RhinoWorkerFactory. Here is a complete example that:\n\n1. Obtains a Worker from the RhinoWorkerFactory (in this case, English) to listen for commands in the domain of the sample \"Pico Clock\"\n1. Responds to inference detection by setting the worker's `onmessage` event handler\n1. Starts up the WebVoiceProcessor to forward microphone audio to the Rhino Worker\n\nE.g.:\n\n```console\nyarn add @picovoice/web-voice-processor @picovoice/rhino-web-en-worker\n```\n\n```javascript\nimport { WebVoiceProcessor } from \"@picovoice/web-voice-processor\"\nimport { RhinoWorkerFactory } from \"@picovoice/rhino-web-en-worker\";\n\nconst ACCESS_KEY = /* AccessKey obtained from Picovoice Console (https://console.picovoice.ai/) */\nconst PICO_CLOCK_64 = /* Base64 string of the pico_clock.rhn file for wasm platform */\n\nasync startRhino()\n  // Create a Rhino Worker (English language) to listen for commands\n  // in the context of \"Pico Clock\" (a `.rhn` file encoded as base64, omitted for brevity),\n  // at a sensitivity of 0.65. Typically you will set 'start' to false, and only activate\n  // Rhino via push-to-talk or wake word (e.g. Porcupine).\n  //\n  // Note: you receive a Worker object, _not_ an individual Rhino instance\n  // Workers are communicated with via message passing/receiving functions postMessage/onmessage.\n  // See https://developer.mozilla.org/en-US/docs/Web/API/Worker for more details.\n  const rhinoWorker = await RhinoWorkerFactory.create(\n    {accessKey: ACCESS_KEY, context: {base64: PICO_CLOCK_CONTEXT_64, sensitivity: 0.65}, start: false }\n  );\n\n  // The worker will send a message with data.command = \"rhn-inference\" upon a detection event\n  // Here we tell it to log it to the console\n  rhinoWorker.onmessage = (msg) => {\n    switch (msg.data.command) {\n      case 'rhn-inference':\n        // Rhino inference detection\n        console.log(\"Rhino detected \" + msg.data.inference);\n        break;\n      default:\n        break;\n    }\n  };\n\n  // Start up the web voice processor. It will request microphone permission\n  // and immediately (start: true) start listening.\n  // It downsamples the audio to voice recognition standard format (16-bit 16kHz linear PCM, single-channel)\n  // The incoming microphone audio frames will then be forwarded to the Rhino Worker\n  // n.b. This promise will reject if the user refuses permission! Make sure you handle that possibility.\n  const webVp = await WebVoiceProcessor.init({\n    engines: [rhinoWorker],\n    start: true,\n  });\n  }\n\n\n}\nstartRhino()\n\n...\n\n// Finished with Rhino? Release the WebVoiceProcessor and the worker.\nif (done) {\n  webVp.release()\n  rhinoWorker.sendMessage({command: \"release\"})\n}\n\n```\n\n**Important Note**: Because the workers are all-in-one packages that run an entire machine learning inference model in WebAssembly, they are approximately 3-4 MB in size. While this is tiny for a speech recognition model, it's large for web delivery. Because of this, you likely will want to use dynamic `import()` instead of static `import {}` to reduce your app's starting bundle size. See e.g. https://webpack.js.org/guides/code-splitting/ for more information.\n\n### Factory\n\nIf you wish to not use workers at all, use the factory packages. This will let you instantiate Rhino engine instances directly.\n\n#### Usage\n\nThe audio passed to the engine must be of the correct format. The WebVoiceProcessor handles downsampling in the examples above. If you are not using that, you must ensure you do it yourself.\n\nE.g.:\n\n```javascript\nimport { Rhino } from '@picovoice/rhino-web-en-factory';\n\n\nconst ACCESS_KEY = /* AccessKey obtained from Picovoice Console (https://console.picovoice.ai/) */\nconst PICO_CLOCK_64 = /* Base64 string of the pico_clock.rhn file for wasm platform */\n\n  async function startRhino() {\n    const handle = await Rhino.create(\n      ACCESS_KEY,\n      {\n        context: PICO_CLOCK_64,\n        sensitivity: 0.7,\n      }\n    );\n\n    // Send Rhino frames of audio (check handle.frameLength for size of array)\n    const audioFrames = new Int16Array(/* Provide data with correct format and size */);\n    const inference = handle.process(audioFrames);\n    // rhinoResult:\n    if (inference.isFinalized) {\n      if (inference.isUnderstood) {\n        console.log(inference.intent)// mandatory if isUnderstood\n        console.log(inference.slots)// optional\n      }\n    }\n  };\n\nstartRhino();\n```\n\n**Important Note**: Because the factories are all-in-one packages that run an entire machine learning inference model in WebAssembly, they are approximately 1-2 MB in size. While this is tiny for a speech recognition, it's nontrivial for web delivery. Because of this, you likely will want to use dynamic `import()` instead of static `import {}` to reduce your app's starting bundle size. See e.g. https://webpack.js.org/guides/code-splitting/ for more information.\n\n## Build from source (IIFE + ESM outputs)\n\nThis library uses Rollup and TypeScript along with Babel and other popular rollup plugins. There are two outputs: an IIFE version intended for script tags / CDN usage, and an ESM version intended for use with modern JavaScript/TypeScript development (e.g. Create React App, Webpack).\n\n```console\nyarn\nyarn build\n```\n\nThe output will appear in the ./dist/ folder.\n","readmeFilename":"README.md"}