- tts_streaming.py: NATS-based TTS using XTTS HTTP API - Streaming audio chunks for low-latency playback - Voice cloning support via reference audio - Multi-language synthesis - OpenTelemetry instrumentation with HyperDX support
170 lines
4.5 KiB
Markdown
170 lines
4.5 KiB
Markdown
# Streaming TTS Module
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A dedicated Text-to-Speech (TTS) service that processes synthesis requests from NATS using Coqui XTTS.
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## Overview
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This module enables real-time text-to-speech synthesis by accepting text via NATS and streaming audio chunks back as they're generated. This reduces latency for voice assistant applications by allowing playback to begin before synthesis completes.
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## Features
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- **NATS Integration**: Accepts TTS requests via NATS messaging
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- **Streaming Audio**: Streams audio chunks back for immediate playback
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- **Voice Cloning**: Support for custom speaker voices via reference audio
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- **Multi-language**: Support for multiple languages via XTTS
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- **OpenTelemetry**: Full observability with tracing and metrics
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- **HyperDX Support**: Optional cloud observability integration
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## Architecture
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```
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┌─────────────────┐
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│ Voice App │ (voice-assistant, chat-handler)
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│ │
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└────────┬────────┘
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│ Text
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▼
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┌─────────────────┐
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│ NATS Subject │ ai.voice.tts.request.{session_id}
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│ TTS Request │
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└────────┬────────┘
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│
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▼
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┌─────────────────┐
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│ TTS Streaming │ (This Service)
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│ Service │ - Calls XTTS API
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│ │ - Streams audio chunks
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└────────┬────────┘
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│
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▼
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┌─────────────────┐
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│ NATS Subject │ ai.voice.tts.audio.{session_id}
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│ Audio Chunks │
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└─────────────────┘
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```
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## NATS Message Protocol
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### TTS Request (ai.voice.tts.request.{session_id})
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All messages use **msgpack** binary encoding.
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**Request:**
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```python
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{
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"text": "Hello, how can I help you today?",
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"speaker": "default", # Optional: speaker ID
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"language": "en", # Optional: language code
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"speaker_wav_b64": "...", # Optional: base64 reference audio for voice cloning
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"stream": True # Optional: stream chunks (default) or send complete audio
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}
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```
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### Audio Output (ai.voice.tts.audio.{session_id})
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**Streamed Chunk:**
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```python
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{
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"session_id": "unique-session-id",
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"chunk_index": 0,
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"total_chunks": 5,
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"audio_b64": "base64-encoded-audio-chunk",
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"is_last": False,
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"timestamp": 1234567890.123,
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"sample_rate": 24000
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}
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```
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**Complete Audio (when stream=False):**
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```python
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{
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"session_id": "unique-session-id",
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"audio_b64": "base64-encoded-complete-audio",
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"timestamp": 1234567890.123,
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"sample_rate": 24000
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}
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```
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### Status Updates (ai.voice.tts.status.{session_id})
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```python
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{
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"session_id": "unique-session-id",
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"status": "processing", # processing, completed, error
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"message": "Synthesizing 50 characters",
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"timestamp": 1234567890.123
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}
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```
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## Environment Variables
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| Variable | Default | Description |
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|----------|---------|-------------|
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| `NATS_URL` | `nats://nats.ai-ml.svc.cluster.local:4222` | NATS server URL |
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| `XTTS_URL` | `http://xtts-predictor.ai-ml.svc.cluster.local` | Coqui XTTS service URL |
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| `TTS_DEFAULT_SPEAKER` | `default` | Default speaker ID |
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| `TTS_DEFAULT_LANGUAGE` | `en` | Default language code |
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| `TTS_AUDIO_CHUNK_SIZE` | `32768` | Audio chunk size in bytes |
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| `TTS_SAMPLE_RATE` | `24000` | Audio sample rate (Hz) |
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| `OTEL_ENABLED` | `true` | Enable OpenTelemetry |
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| `HYPERDX_ENABLED` | `false` | Enable HyperDX observability |
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## Building
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```bash
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docker build -t tts-module:latest .
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```
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## Testing
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```bash
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# Port-forward NATS
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kubectl port-forward -n ai-ml svc/nats 4222:4222
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# Send TTS request
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python -c "
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import nats
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import msgpack
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import asyncio
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async def test():
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nc = await nats.connect('nats://localhost:4222')
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request = {
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'text': 'Hello, this is a test of text to speech.',
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'stream': True
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}
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await nc.publish(
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'ai.voice.tts.request.test-session',
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msgpack.packb(request)
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)
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await nc.close()
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asyncio.run(test())
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"
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# Subscribe to audio output
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nats sub "ai.voice.tts.audio.>"
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```
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## Voice Cloning
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To use a custom voice, provide reference audio in the request:
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```python
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import base64
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with open("reference_voice.wav", "rb") as f:
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speaker_wav_b64 = base64.b64encode(f.read()).decode()
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request = {
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"text": "This will sound like the reference voice.",
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"speaker_wav_b64": speaker_wav_b64
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}
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```
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## License
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MIT
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