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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## Compatibility\n\nThis binding is for running Picovoice on **React Native 0.62.2+** on the following platforms:\n\n- Android 5.0+ (API 21+)\n- iOS 13.0+\n\n## Installation\n\nTo start installation be sure you have installed yarn and cocoapods. Then add these native modules to your React Native project.\n\n```console\nyarn add @picovoice/react-native-voice-processor\nyarn add @picovoice/porcupine-react-native\nyarn add @picovoice/rhino-react-native\nyarn add @picovoice/picovoice-react-native\n```\nor\n```console\nnpm i @picovoice/react-native-voice-processor\nnpm i @picovoice/porcupine-react-native\nnpm i @picovoice/rhino-react-native\nnpm i @picovoice/picovoice-react-native\n```\n\nLink the iOS packages:\n\n```console\ncd ios && pod install && cd ..\n```\n\n**NOTE**: Due to a limitation in React Native CLI auto-linking, these native modules cannot be included as transitive dependencies. If you are creating a module that depends on these packages you will have to list these as peer dependencies and require developers to install them alongside.\n\n## AccessKey\n\nPicovoice requires a valid Picovoice `AccessKey` at initialization. `AccessKey` acts as your credentials when using Picovoice 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## Permissions\n\nTo enable recording with the hardware's microphone, you must first ensure that you have enabled the proper permission on both iOS and Android.\n\nOn iOS, open your Info.plist and add the following line:\n```xml\nNSMicrophoneUsageDescription\n[Permission explanation]\n```\n\nOn Android, open your AndroidManifest.xml and add the following line:\n```xml\n\n\n```\n## Usage\n\nThe module provides you with two levels of API to choose from depending on your needs.\n\n#### High-Level API\n\n[PicovoiceManager](https://github.com/Picovoice/picovoice/blob/master/sdk/react-native/src/picovoice_manager.tsx) provides a high-level API that takes care of\naudio recording. This class is the quickest way to get started.\n\nThe static constructor `PicovoiceManager.create` will create an instance of a PicovoiceManager using a Porcupine keyword file and Rhino context file that you pass to it.\n```javascript\nconst accessKey = \"${ACCESS_KEY}\" // obtained from Picovoice Console (https://console.picovoice.ai/)\n\ntry {\n _picovoiceManager = await PicovoiceManager.create(\n accessKey\n '/path/to/keyword.ppn',\n wakeWordCallback,\n '/path/to/context.rhn',\n inferenceCallback);\n} catch (e) { }\n```\n\nTo use wake word (`.ppn`) and context (`.rhn`) files in your React Native application you'll need to add the files to your platform projects. Android models must be added to `./android/app/src/main/assets/`, while iOS models can be added anywhere under `./ios`, but must be included as a bundled resource in your iOS (i.e. add via XCode) project. The paths used as initialization arguments are relative to these device-specific directories.\n\nAlternatively, if the files are deployed to the device with a different method, the absolute paths to the files on device can be used.\n\nThe `wakeWordCallback` and `inferenceCallback` parameters are functions that you want to execute when a wake word is detected and when an inference is made.\n\n```javascript\nwakeWordCallback() {\n // wake word detected!\n}\n\ninferenceCallback(inference) {\n if (inference.isUnderstood) {\n // do something with:\n // inference.intent - string representing intent\n // inference.slots - Object representing the slot values\n }\n}\n```\n\nPicovoice accepts the following optional parameters:\n- `porcupineModelPath`: path to file containing model parameters for the wake word engine\n- `porcupineSensitivity`: overrides the default wake word sensitivity\n- `rhinoModelPath`: path to file containing model parameters for the speech-to-intent engine\n- `rhinoSensitivity`: overrides the default inference sensitivity\n- `processErrorCallback`: called if there is a problem encountered while processing audio\n- `endpointDurationSec`: sets how much silence is required after a spoken command\n- `requireEndpoint`: indicates whether Rhino should wait for silence before returning an inference\n\n```javascript\nconst accessKey = \"${ACCESS_KEY}\" // obtained from Picovoice Console (https://console.picovoice.ai/)\n\ntry {\n _picovoiceManager = PicovoiceManager.create(\n accessKey,\n '/path/to/keyword.ppn',\n wakeWordCallback,\n '/path/to/context.rhn',\n inferenceCallback,\n processErrorCallback,\n porcupineSensitivity,\n rhinoSensitivity,\n \"/path/to/porcupine_model.pv\",\n \"/path/to/rhino_model.pv\",\n endpointDurationSec,\n requireEndpoint);\n} catch (e) { }\n```\n\nOnce you have instantiated a `PicovoiceManager`, you can start audio capture and processing by calling:\n\n```javascript\ntry {\n await _picovoiceManager.start();\n} catch (e) { }\n```\n\nAnd then stop it by calling:\n\n```javascript\ntry {\n await _picovoiceManager.stop();\n} catch (e) { }\n```\n\nFinally, once you no longer need the `PicovoiceManager`, be sure to explicitly release the resources allocated to it:\n\n```javascript\nawait _picovoiceManager.delete();\n```\n\n\nWith `PicovoiceManager`, the\n[@picovoice/react-native-voice-processor](https://github.com/Picovoice/react-native-voice-processor/)\nmodule handles audio capture and automatically passes it to the inference engine.\n\n#### Low-Level API\n\n[Picovoice](https://github.com/Picovoice/picovoice/blob/master/sdk/react-native/src/picovoice.tsx) provides low-level access to the Picovoice platform for those\nwho want to incorporate it into an already existing audio processing pipeline.\n\n`Picovoice` is created by passing a Porcupine keyword file (`.ppn`) and Rhino context file (`.rhn`) to the `create` static constructor. Sensitivity, model files, `endpointDurationSec` and `requireEndpoint` are optional.\n\n```javascript\nconst accessKey = \"${ACCESS_KEY}\" // obtained from Picovoice Console (https://console.picovoice.ai/)\n\nasync createPicovoice() {\n let porcupineSensitivity = 0.7\n let rhinoSensitivity = 0.6\n let endpointDurationSec = 1.5\n let requireEndpoint = false\n\n try {\n _picovoice = await Picovoice.create(\n accessKey,\n '/path/to/keyword/file.ppn',\n wakeWordCallback,\n '/path/to/context/file.rhn',\n inferenceCallback,\n porcupineSensitivity,\n rhinoSensitivity,\n \"/path/to/porcupine/model.pv\",\n \"/path/to/rhino/model.pv\",\n endpointDurationSec,\n false)\n } catch (e) { }\n}\n\nwakeWordCallback() {\n // wake word detected!\n}\n\ninferenceCallback(inference) {\n if (inference.isUnderstood) {\n // do something with:\n // inference.intent - string representing intent\n // inference.slots - Object representing the slot values\n }\n}\n```\n\nTo use Picovoice, just pass frames of audio to the `process` function. The callbacks will automatically trigger when the wake word is detected and then when the follow-on command is detected.\n\n```javascript\nlet buffer = getAudioFrame();\n\ntry {\n await _picovoice.process(buffer);\n} catch (e) { }\n```\n\nFor `process` to work correctly, the audio data must be in the audio format required by Picovoice.\nThe required audio format is found by calling `.sampleRate` to get the required sample rate and `.frameLength` to get the required frame size. Audio must be single-channel and 16-bit linearly-encoded.\n\nFinally, once you no longer need the Picovoice, be sure to explicitly release the resources allocated to it:\n\n```javascript\nawait _picovoice.delete();\n```\n\n## Custom Wake Word & Context Integration\n\nTo add custom wake words and contexts to your React Native application you'll need to add the model files to your platform projects.\n\n### Adding Android Models\n\nAndroid models must be added to `./android/app/src/main/assets/`.\n\n### Adding iOS Models\n\niOS models can be added anywhere under `./ios`, but it must be included as a bundled resource.\nThe easiest way to include a bundled resource in the iOS project is to:\n\n1. Open XCode.\n2. Either:\n - Drag and Drop the model/keyword file to the navigation tab.\n - Right-click on the navigation tab, and click `Add Files To ...`.\n\nThis will bundle your models together when the app is built.\n\n### Using Custom Models\n\nPass the file paths (relative to the assets/resource) directory:\n\n```javascript\nconst accessKey = \"${ACCESS_KEY}\"; // obtained from Picovoice Console (https://console.picovoice.ai/)\n\nlet wakeWordPath = '';\nlet contextPath = '';\n\nif (Platform.OS == 'android') {\n wakeWordPath = `keyword_android.ppn`;\n contextPath = `context_android.rhn`;\n} else if (Platform.OS == 'ios') {\n wakeWordPath = `keyword_ios.ppn`;\n contextPath = `context_ios.rhn`;\n}\n```\n\nAlternatively, if the model files are deployed to the device with a different method, the absolute paths to the files on device can be used.\n\n## Non-English Models\n\nIn order to detect wake words and run inference in other languages you need to use the corresponding model file. The model files for all supported languages are available [here](https://github.com/Picovoice/porcupine/tree/master/lib/common) and [here](https://github.com/Picovoice/rhino/tree/master/lib/common).\n\n## Demo App\n\nCheck out the [Picovoice React Native demo](https://github.com/Picovoice/picovoice/tree/master/demo/react-native) to see what it looks like to use Picovoice in a cross-platform app!\n","readmeFilename":"README.md"}