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It enables creating voice experiences\nsimilar to Alexa and Google. But it entirely runs 100% on-device. Picovoice is\n\n- **Private:** Everything is processed offline. Intrinsically HIPAA and GDPR-compliant.\n- **Reliable:** Runs without needing constant connectivity.\n- **Zero Latency:** Edge-first architecture eliminates unpredictable network delay.\n- **Accurate:** Resilient to noise and reverberation. It outperforms cloud-based alternatives by wide margins\n  [*](https://github.com/Picovoice/speech-to-intent-benchmark#results).\n- **Cross-Platform:** Design once, deploy anywhere. Build using familiar languages and frameworks.\n\n\n## Compatibility\n\n- Chrome / Edge\n- Firefox\n- Safari\n\n### Restrictions\n\nIndexedDB and WebWorkers are required to use `Picovoice React`. Browsers without support (i.e. Firefox Incognito Mode)\nshould use the [`PicovoiceWeb binding`](https://github.com/Picovoice/picovoice/tree/master/sdk/web) main thread method.\n\n## Installation\n\n### Package\n\nUsing `yarn`:\n\n```console\nyarn add @picovoice/picovoice-react @picovoice/web-voice-processor\n```\n\nor using `npm`:\n\n```console\nnpm install --save @picovoice/picovoice-react @picovoice/web-voice-processor\n```\n\nPicovoice is also available for React Native as a separate package. See [@picovoice/picovoice-react-native](https://www.npmjs.com/package/@picovoice/picovoice-react-native).\n\nTo use the Porcupine or Rhino engines individually with React, see [@picovoice/porcupine-react](https://www.npmjs.com/package/@picovoice/porcupine-web-react) and [@picovoice/porcupine-rhino-react](https://www.npmjs.com/package/@picovoice/rhino-react).\n\n### AccessKey\n\nPicovoice requires a valid `AccessKey` at initialization. `AccessKey` acts as your credentials when using\nPicovoice 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## Usage\n\nPicovoice requires a Porcupine keyword file (`.ppn`), a Rhino context file (`.rhn`) and model parameter files for both engines (`.pv`).\n\nEach file offers two options on how to provide it to Picovoice:\n\n### Public Directory\n\n**NOTE**: Due to modern browser limitations of using a file URL, this method does __not__ work if used without hosting a server.\n\nThis method fetches the given file from the public directory and uses it to initialize Picovoice. Set the `publicPath` string to use this method.\n\n### Base64\n\n**NOTE**: This method works without hosting a server, but increases the size of the model file roughly by 33%.\n\nThis method uses a base64 string of the given file and uses it to initialize Picovoice.\n\nUse the built-in script `pvbase64` to base64 your `.ppn`, `.rhn` or `.pv` file:\n\n```console\nnpx pvbase64 -i ${PICOVOICE_FILE} -o ${BASE64_FILENAME}.js\n```\n\nThe output will be a js file containing a string which you can import into any file of your project.\nSet the `base64` string with the imported js string use this method.\n\n### Picovoice Initialization Files\n\nPicovoice saves and caches your model (`.pv`), keyword (`.ppn`) and context (`.rhn`) files in the IndexedDB to be used by Web Assembly.\nUse a different `customWritePath` variable choose the name the file will have in storage and set the `forceWrite` value to true to force an overwrite of the file.\nIf the file changes, `version` should be incremented to force the cached file to be updated.\n\nEither `base64` or `publicPath` must be set for each file to instantiate Picovoice. If both are set for a particular file, Picovoice will use the `base64` parameter.\n\n```typescript\n// Custom keyword (.ppn)\nconst porcupineKeyword = {\n  publicPath: ${KEYWORD_RELATIVE_PATH},\n  // or\n  base64: ${KEYWORD_BASE64_STRING},\n  label: ${KEYWORD_LABEL},\n\n  // Optional\n  customWritePath: 'custom_keyword',\n  forceWrite: true,\n  version: 1,\n  sensitivity: 0.6\n}\n\n// Context (.rhn)\nconst rhinoContext = {\n  publicPath: ${CONTEXT_RELATIVE_PATH},\n  // or\n  base64: ${CONTEXT_BASE64_STRING},\n\n  // Optionals\n  customWritePath: 'custom_context',\n  forceWrite: true,\n  version: 1,\n  sensitivity: 0.3,\n}\n\n// Model (.pv)\nconst porcupineOrRhinoModel = {\n  publicPath: ${MODEL_RELATIVE_PATH},\n  // or\n  base64: ${MODEL_BASE64_STRING},\n\n  // Optionals\n  customWritePath: 'custom_model',\n  forceWrite: true,\n  version: 1,\n}\n```\n\nAdditional engine options are provided via the `options` parameter.\nUse `endpointDurationSec` and `requireEndpoint` to control the engine's endpointing behaviour.\nAn endpoint is a chunk of silence at the end of an utterance that marks the end of spoken command.\n\n```typescript\n// Optional. These are the default values\nconst options = {\n  endpointDurationSec: 1.0,\n  requireEndpoint: true\n}\n```\n\n### Initialize Picovoice Hook\n\nUse `usePicovoice` and `init` to initialize the Picovoice Hook:\n\n```typescript\nimport { usePicovoice } from '@picovoice/porcupine-react';\n\nconst {\n  wakeWordDetection,\n  inference,\n  contextInfo,\n  isLoaded,\n  isListening,\n  error,\n  init,\n  start,\n  stop,\n  release,\n} = usePicovoice();\n\nawait init(\n  ${ACCESS_KEY},\n  porcupineKeyword,\n  porcupineModel,\n  rhinoContext,\n  rhinoModel\n);\n```\n\nIn case of any errors, use `error` state to check the error message, else\nuse the `isLoaded` variable to check if `Picovoice` has loaded.\n\n### Processing Audio\n\nThe Picovoice React SDK takes care of audio processing internally using our [WebVoiceProcessor](https://github.com/Picovoice/web-voice-processor) to record audio.\nTo start listening for your wake word and follow-on commands, call the `start` function:\n\n```typescript\nawait start();\n```\n\nIf audio recording has begun, `isListening` will be set to true.\nUse `wakeWordDetection` and `inference` to get results from Picovoice:\n\n```typescript\nuseEffect(() => {\n  if (wakeWordDetection !== null) {\n    console.log(`Picovoice detected keyword: ${wakeWordDetection.label}`);\n  }\n}, [wakeWordDetection])\n\nuseEffect(() => {\n  if (inference !== null) {\n    if (inference.isUnderstood) {\n      console.log(inference.intent)\n      console.log(inference.slots)\n    }\n  }\n}, [inference])\n```\n\nRun `stop` to stop audio recording:\n\n```typescript\nawait stop();\n```\n\n`isListening` should be set to false after `stop`.\n\n### Release\n\nWhen using in a component, you can run `release` to clean up all resources used by Picovoice:\n\n```typescript\nawait release();\n```\n\nThis will set `isLoaded` and `isListening` to false.\n\nYou do not need to call `release` when your component is unmounted - the hook will clean up automatically on unmount.\n\n## Custom Keyword and Contexts\n\nCreate custom keywords and contexts using the [Picovoice Console](https://console.picovoice.ai/).\nTrain a Porcupine keyword to obtain a keyword file (`.ppn`) and a Rhino context to obtain a context file (`.rhn`).\nTo use them with the Web SDK, train the keywords and contexts for the target platform `Web (WASM)`.\nThese model files can be used directly with `publicPath`, but if `base64` is preferable, convert to base64\nJavaScript variable using the built-in `pvbase64` script:\n\n```console\nnpx pvbase64 -i ${INPUT_BINARY_FILE}.{ppn/rhn} -o ${OUTPUT_BASE64_FILE}.js -n ${BASE64_VAR_NAME}\n```\n\nSimilar to the model file (`.pv`), these files are saved in IndexedDB to be used by Web Assembly.\nEither `base64` or `publicPath` must be set for each file to initialize Picovoice. If both are set, Picovoice will use\nthe `base64` model.\n\n```typescript\nconst picovoiceFile = {\n  publicPath: \"${FILE_RELATIVE_PATH}\",\n  // or\n  base64: \"${FILE_BASE64_STRING}\",\n}\n```\n\n## Switching Languages\n\nIn order to use Picovoice with different languages you need to use the corresponding model file (`.pv`) for the desired language. The model files for all\nsupported languages are available in the [Porcupine](https://github.com/Picovoice/porcupine/tree/master/lib/common) and [Rhino](https://github.com/Picovoice/rhino/tree/master/lib/common) GitHub repositories.\n\n## Demo\n\nFor example usage refer to the [React demo application](https://github.com/Picovoice/picovoice/tree/master/demo/react).\n","readmeFilename":"README.md"}