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ONNX Runtime backend for RunAnywhere Flutter SDK. On-device Speech-to-Text, Text-to-Speech, and Voice Activity Detection.

RunAnywhere ONNX Backend #

pub package License

ONNX Runtime backend for the RunAnywhere Flutter SDK. Provides on-device Speech-to-Text (STT), Text-to-Speech (TTS), and Voice Activity Detection (VAD) capabilities.

Features #

  • Speech-to-Text (STT): Transcribe audio using Whisper models
  • Text-to-Speech (TTS): Neural voice synthesis with natural-sounding output
  • Voice Activity Detection (VAD): Real-time speech detection
  • Streaming Support: Real-time transcription and synthesis
  • Privacy-First: All processing happens locally on device

Installation #

Add both the core SDK and this backend to your pubspec.yaml:

dependencies:
  runanywhere: ^0.15.8
  runanywhere_onnx: ^0.15.8

Quick Start #

1. Initialize and Register #

import 'package:runanywhere/runanywhere.dart';
import 'package:runanywhere_onnx/runanywhere_onnx.dart';

void main() async {
  WidgetsFlutterBinding.ensureInitialized();

  // Initialize the SDK
  await RunAnywhere.initialize();

  // Register the ONNX backend
  await Onnx.register();

  runApp(MyApp());
}

2. Add Models #

// Add a Whisper model for STT
Onnx.addModel(
  name: 'Whisper Tiny',
  url: 'https://your-model-url.com/whisper-tiny.tar.bz2',
  modality: ModelCategory.speechRecognition,
);

// Add a VAD model
Onnx.addModel(
  name: 'Silero VAD',
  url: 'https://your-model-url.com/silero-vad.tar.bz2',
  modality: ModelCategory.voiceActivityDetection,
);

// Add a TTS model
Onnx.addModel(
  name: 'Kokoro TTS',
  url: 'https://your-model-url.com/kokoro-tts.tar.bz2',
  modality: ModelCategory.textToSpeech,
);

3. Use Capabilities #

Speech-to-Text

// Request microphone permission first
await Permission.microphone.request();

// Transcribe audio data
final transcription = await RunAnywhere.transcribe(audioData);
print(transcription.text);

Text-to-Speech

// Generate speech from text
final audioData = await RunAnywhere.synthesize('Hello, world!');

// Play the audio
await audioPlayer.play(BytesSource(audioData));

Voice Activity Detection

// Check if audio contains speech
final hasSpeech = await RunAnywhere.detectVoiceActivity(audioChunk);

Supported Models #

Speech-to-Text #

  • Whisper (tiny, base, small, medium)
  • Faster-Whisper variants

Text-to-Speech #

  • Kokoro TTS
  • Other ONNX-compatible TTS models

Voice Activity Detection #

  • Silero VAD

Platform Support #

Platform Minimum Version
iOS 13.0+
Android API 24+

Requirements #

  • runanywhere core SDK package
  • Microphone permission for STT

License #

This software is licensed under the RunAnywhere License, which is based on Apache 2.0 with additional terms for commercial use. See LICENSE for details.

For commercial licensing inquiries, contact: san@runanywhere.ai

Support #

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ONNX Runtime backend for RunAnywhere Flutter SDK. On-device Speech-to-Text, Text-to-Speech, and Voice Activity Detection.

Topics

#ai #onnx #speech-recognition #text-to-speech #on-device

Documentation

API reference

License

unknown (license)

Dependencies

archive, ffi, flutter, http, runanywhere

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