Voice Assistant Bridge (Docker Backend)

This repository contains the backend infrastructure for the local Voice Assistant system. It acts as the middleware between the ESP32 audio stream and Home Assistant.

🏗️ Architecture

graph LR
    ESP32[ESP32 Hardware] -->|MQTT Audio Stream| Bridge
    Bridge[Python Bridge] -->|HTTP Request| Whisper[Faster-Whisper Container]
    Whisper -->|Text| Bridge
    Bridge -->|MQTT Text Command| HA[Home Assistant]
    Bridge -->|MQTT Status| ESP32

🧩 Components

1. docker-compose.yml

Orchestrates two containers:

• voice-bridge: The logic handler. Listens to MQTT audio, buffers it, detects Wake Words via OpenWakeWord, and handles routing.
• whisper-api: A lightweight Flask API wrapping faster-whisper for Speech-to-Text conversion.

2. mqtt_audio_bridge.py

The main Python script running inside the voice-bridge container.

• Input: Listens to raw PCM audio on voice/audio_stream (Broker .13).
• Processing:
  • Uses OpenWakeWord to detect "Hey Jarvis".
  • Buffers audio and sends to Whisper API.
  • Safety mechanisms (Memory limits, Log rotation).
• Output: Publishes transcribed text to homeassistant/voice/text (Broker .30).

3. app.py

The Whisper API endpoint.

• Model: small.en (Optimized for CPU usage with int8 quantization).
• Language: Locked to English to prevent hallucinations on static/silence.

🚀 Deployment

1. Requirements: Docker & Docker Compose.
2. Configuration: Update IP addresses in mqtt_audio_bridge.py for your MQTT brokers.
3. Run:

   docker compose up -d
   

🔧 Debugging

View Logs:

docker compose logs -f voice_bridge

Restart Stack:

docker compose restart