Commit ·
6a3e3dc
1
Parent(s): 58fd2a5
Remove __main__.py to avoid conflict with Reachy Mini app framework
Browse filesThe app.py with ReachyMiniHAVoiceApp class is the correct entry point
for Reachy Mini's app framework. __main__.py is only needed for
standalone command-line usage.
- reachy_mini_ha_voice/__main__.py +0 -449
reachy_mini_ha_voice/__main__.py
DELETED
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#!/usr/bin/env python3
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"""Main entry point for Reachy Mini Home Assistant Voice Assistant."""
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import argparse
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import asyncio
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import json
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import logging
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import sys
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import threading
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import time
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from pathlib import Path
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from queue import Queue
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from typing import Dict, List, Optional, Set, Union
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import numpy as np
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import pyaudio
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from pymicro_wakeword import MicroWakeWord, MicroWakeWordFeatures
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from pyopen_wakeword import OpenWakeWord, OpenWakeWordFeatures
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from .models import AvailableWakeWord, Preferences, ServerState, WakeWordType, AudioPlayer
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from .satellite import VoiceSatelliteProtocol
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from .util import get_mac
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from .zeroconf import HomeAssistantZeroconf
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from .reachy_integration import ReachyMiniIntegration
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_LOGGER = logging.getLogger(__name__)
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_MODULE_DIR = Path(__file__).parent
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_REPO_DIR = _MODULE_DIR.parent
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_WAKEWORDS_DIR = _REPO_DIR / "wakewords"
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_SOUNDS_DIR = _REPO_DIR / "sounds"
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async def main() -> None:
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"""Main entry point."""
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parser = argparse.ArgumentParser(
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description="Reachy Mini Voice Assistant for Home Assistant"
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)
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parser.add_argument("--name", required=True, help="Device name")
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parser.add_argument(
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"--audio-input-device",
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type=int,
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help="Audio input device index (see --list-input-devices)",
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)
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parser.add_argument(
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"--list-input-devices",
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action="store_true",
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help="List audio input devices and exit",
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)
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parser.add_argument(
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"--audio-output-device",
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type=int,
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help="Audio output device index (see --list-output-devices)",
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)
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parser.add_argument(
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"--list-output-devices",
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action="store_true",
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help="List audio output devices and exit",
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)
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parser.add_argument(
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"--wake-word-dir",
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default=[_WAKEWORDS_DIR],
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action="append",
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help="Directory with wake word models (.tflite) and configs (.json)",
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)
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parser.add_argument(
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"--wake-model", default="okay_nabu", help="Id of active wake model"
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)
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parser.add_argument("--stop-model", default="stop", help="Id of stop model")
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parser.add_argument(
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"--download-dir",
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default=_REPO_DIR / "local",
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help="Directory to download custom wake word models, etc.",
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)
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parser.add_argument(
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"--refractory-seconds",
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default=2.0,
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type=float,
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help="Seconds before wake word can be activated again",
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)
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parser.add_argument(
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"--wakeup-sound", default=str(_SOUNDS_DIR / "wake_word_triggered.flac")
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)
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parser.add_argument(
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"--timer-finished-sound", default=str(_SOUNDS_DIR / "timer_finished.flac")
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)
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parser.add_argument("--preferences-file", default=_REPO_DIR / "preferences.json")
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parser.add_argument(
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"--host",
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default="0.0.0.0",
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help="Address for ESPHome server (default: 0.0.0.0)",
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)
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parser.add_argument(
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"--port", type=int, default=6053, help="Port for ESPHome server (default: 6053)"
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)
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parser.add_argument(
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"--debug", action="store_true", help="Print DEBUG messages to console"
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)
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parser.add_argument(
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"--enable-reachy",
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action="store_true",
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help="Enable Reachy Mini integration",
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)
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args = parser.parse_args()
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# List devices and exit
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if args.list_input_devices:
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p = pyaudio.PyAudio()
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print("Input devices")
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print("=" * 13)
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for i in range(p.get_device_count()):
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info = p.get_device_info_by_index(i)
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if info["maxInputChannels"] > 0:
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print(f"[{i}] {info['name']}")
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p.terminate()
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return
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if args.list_output_devices:
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p = pyaudio.PyAudio()
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print("Output devices")
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print("=" * 14)
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for i in range(p.get_device_count()):
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info = p.get_device_info_by_index(i)
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if info["maxOutputChannels"] > 0:
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print(f"[{i}] {info['name']}")
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p.terminate()
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return
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# Setup logging
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logging.basicConfig(
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level=logging.DEBUG if args.debug else logging.INFO,
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format="%(asctime)s - %(name)s - %(levelname)s - %(message)s",
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)
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_LOGGER.debug(args)
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# Create directories
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args.download_dir = Path(args.download_dir)
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args.download_dir.mkdir(parents=True, exist_ok=True)
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# Initialize Reachy Mini integration
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reachy_integration = ReachyMiniIntegration()
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if args.enable_reachy:
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reachy_integration.connect()
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else:
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_LOGGER.info("Reachy Mini integration disabled")
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# Load available wake words
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wake_word_dirs = [Path(ww_dir) for ww_dir in args.wake_word_dir]
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wake_word_dirs.append(args.download_dir / "external_wake_words")
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available_wake_words: Dict[str, AvailableWakeWord] = {}
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for wake_word_dir in wake_word_dirs:
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if not wake_word_dir.exists():
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continue
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for model_config_path in wake_word_dir.glob("*.json"):
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model_id = model_config_path.stem
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if model_id == args.stop_model:
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continue
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try:
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with open(model_config_path, "r", encoding="utf-8") as model_config_file:
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model_config = json.load(model_config_file)
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model_type = WakeWordType(model_config.get("type", "microWakeWord"))
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if model_type == WakeWordType.OPEN_WAKE_WORD:
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wake_word_path = model_config_path.parent / model_config["model"]
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else:
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wake_word_path = model_config_path
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available_wake_words[model_id] = AvailableWakeWord(
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id=model_id,
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type=WakeWordType(model_type),
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wake_word=model_config["wake_word"],
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trained_languages=model_config.get("trained_languages", []),
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wake_word_path=wake_word_path,
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)
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except Exception as e:
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_LOGGER.error("Error loading wake word config %s: %s", model_config_path, e)
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_LOGGER.debug("Available wake words: %s", list(sorted(available_wake_words.keys())))
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# Load preferences
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preferences_path = Path(args.preferences_file)
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if preferences_path.exists():
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try:
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with open(preferences_path, "r", encoding="utf-8") as preferences_file:
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preferences_dict = json.load(preferences_file)
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preferences = Preferences(**preferences_dict)
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except Exception as e:
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_LOGGER.error("Error loading preferences: %s", e)
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preferences = Preferences()
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else:
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preferences = Preferences()
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# Load wake/stop models
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active_wake_words: Set[str] = set()
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wake_models: Dict[str, Union[MicroWakeWord, OpenWakeWord]] = {}
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if preferences.active_wake_words:
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for wake_word_id in preferences.active_wake_words:
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wake_word = available_wake_words.get(wake_word_id)
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if wake_word is None:
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_LOGGER.warning("Unrecognized wake word id: %s", wake_word_id)
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continue
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try:
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_LOGGER.debug("Loading wake model: %s", wake_word_id)
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wake_models[wake_word_id] = wake_word.load()
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active_wake_words.add(wake_word_id)
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except Exception as e:
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_LOGGER.error("Error loading wake model %s: %s", wake_word_id, e)
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if not wake_models:
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wake_word_id = args.wake_model
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if wake_word_id in available_wake_words:
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try:
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wake_word = available_wake_words[wake_word_id]
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_LOGGER.debug("Loading wake model: %s", wake_word_id)
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wake_models[wake_word_id] = wake_word.load()
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active_wake_words.add(wake_word_id)
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except Exception as e:
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_LOGGER.error("Error loading default wake model: %s", e)
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else:
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_LOGGER.error("Default wake word not found: %s", wake_word_id)
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# Load stop model
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stop_model: Optional[MicroWakeWord] = None
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for wake_word_dir in wake_word_dirs:
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stop_config_path = wake_word_dir / f"{args.stop_model}.json"
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if not stop_config_path.exists():
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continue
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try:
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_LOGGER.debug("Loading stop model: %s", stop_config_path)
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stop_model = MicroWakeWord.from_config(stop_config_path)
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break
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except Exception as e:
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_LOGGER.error("Error loading stop model: %s", e)
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if stop_model is None:
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_LOGGER.warning("Stop model not loaded")
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# Create audio players
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music_player = AudioPlayer(device=args.audio_output_device)
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tts_player = AudioPlayer(device=args.audio_output_device)
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# Create server state
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state = ServerState(
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name=args.name,
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mac_address=get_mac(),
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audio_queue=Queue(),
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entities=[],
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available_wake_words=available_wake_words,
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wake_words=wake_models,
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active_wake_words=active_wake_words,
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stop_word=stop_model,
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music_player=music_player,
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tts_player=tts_player,
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wakeup_sound=args.wakeup_sound,
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timer_finished_sound=args.timer_finished_sound,
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preferences=preferences,
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preferences_path=preferences_path,
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refractory_seconds=args.refractory_seconds,
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download_dir=args.download_dir,
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reachy_integration=reachy_integration,
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)
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# Start audio processing thread
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process_audio_thread = threading.Thread(
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target=process_audio,
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args=(state, args.audio_input_device),
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daemon=True,
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)
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process_audio_thread.start()
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# Start ESPHome server
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loop = asyncio.get_running_loop()
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server = await loop.create_server(
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lambda: VoiceSatelliteProtocol(state), host=args.host, port=args.port
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)
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# Auto discovery (zeroconf, mDNS)
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discovery = HomeAssistantZeroconf(port=args.port, name=args.name)
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await discovery.register_server()
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try:
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async with server:
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_LOGGER.info("Server started (host=%s, port=%s)", args.host, args.port)
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if reachy_integration.is_connected():
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_LOGGER.info("Reachy Mini integration enabled")
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await server.serve_forever()
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except KeyboardInterrupt:
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_LOGGER.info("Shutting down...")
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finally:
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state.audio_queue.put_nowait(None)
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process_audio_thread.join(timeout=5)
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| 296 |
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if reachy_integration.is_connected():
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reachy_integration.disconnect()
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music_player.close()
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tts_player.close()
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await discovery.unregister_server()
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_LOGGER.debug("Server stopped")
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def process_audio(state: ServerState, input_device: Optional[int]) -> None:
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"""Process audio chunks from the microphone."""
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import pyaudio
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| 308 |
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| 309 |
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p = pyaudio.PyAudio()
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| 310 |
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# Get input device
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| 312 |
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if input_device is not None:
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device_index = input_device
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| 314 |
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else:
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| 315 |
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# Try to find default input device
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| 316 |
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device_index = None
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| 317 |
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for i in range(p.get_device_count()):
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| 318 |
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info = p.get_device_info_by_index(i)
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| 319 |
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if info["maxInputChannels"] > 0 and info["isDefaultInputDevice"]:
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device_index = i
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break
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| 323 |
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if device_index is None:
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| 324 |
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_LOGGER.error("No default input device found")
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return
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| 326 |
-
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| 327 |
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device_info = p.get_device_info_by_index(device_index)
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| 328 |
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_LOGGER.info(
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"Using audio input device: %s (index: %s)", device_info["name"], device_index
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)
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| 331 |
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| 332 |
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# Audio parameters
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| 333 |
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CHUNK = 1024
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| 334 |
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FORMAT = pyaudio.paInt16
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CHANNELS = 1
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RATE = 16000
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try:
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stream = p.open(
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format=FORMAT,
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channels=CHANNELS,
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rate=RATE,
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| 343 |
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input=True,
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| 344 |
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input_device_index=device_index,
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| 345 |
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frames_per_buffer=CHUNK,
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)
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| 347 |
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| 348 |
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wake_words: List[Union[MicroWakeWord, OpenWakeWord]] = []
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| 349 |
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micro_features: Optional[MicroWakeWordFeatures] = None
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| 350 |
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micro_inputs: List[np.ndarray] = []
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| 351 |
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| 352 |
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oww_features: Optional[OpenWakeWordFeatures] = None
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| 353 |
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oww_inputs: List[np.ndarray] = []
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| 354 |
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has_oww = False
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| 355 |
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| 356 |
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last_active: Optional[float] = None
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| 357 |
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| 358 |
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_LOGGER.info("Audio processing started")
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| 359 |
-
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| 360 |
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while True:
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| 361 |
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try:
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| 362 |
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# Read audio chunk
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| 363 |
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data = stream.read(CHUNK, exception_on_overflow=False)
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audio_array = np.frombuffer(data, dtype=np.int16).astype(np.float32) / 32768.0
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| 365 |
-
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| 366 |
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# Send to satellite if connected
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| 367 |
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if state.satellite is not None:
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| 368 |
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state.satellite.handle_audio(data)
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| 369 |
-
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| 370 |
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# Update wake word models
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| 371 |
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if (not wake_words) or (state.wake_words_changed and state.wake_words):
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| 372 |
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state.wake_words_changed = False
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| 373 |
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wake_words = [
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ww
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| 375 |
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for ww in state.wake_words.values()
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| 376 |
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if ww.id in state.active_wake_words
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]
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| 378 |
-
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| 379 |
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has_oww = False
|
| 380 |
-
for wake_word in wake_words:
|
| 381 |
-
if isinstance(wake_word, OpenWakeWord):
|
| 382 |
-
has_oww = True
|
| 383 |
-
|
| 384 |
-
if micro_features is None:
|
| 385 |
-
micro_features = MicroWakeWordFeatures()
|
| 386 |
-
|
| 387 |
-
if has_oww and (oww_features is None):
|
| 388 |
-
oww_features = OpenWakeWordFeatures.from_builtin()
|
| 389 |
-
|
| 390 |
-
# Process wake words
|
| 391 |
-
if wake_words:
|
| 392 |
-
assert micro_features is not None
|
| 393 |
-
micro_inputs.clear()
|
| 394 |
-
micro_inputs.extend(micro_features.process_streaming(data))
|
| 395 |
-
|
| 396 |
-
if has_oww:
|
| 397 |
-
assert oww_features is not None
|
| 398 |
-
oww_inputs.clear()
|
| 399 |
-
oww_inputs.extend(oww_features.process_streaming(data))
|
| 400 |
-
|
| 401 |
-
for wake_word in wake_words:
|
| 402 |
-
activated = False
|
| 403 |
-
if isinstance(wake_word, MicroWakeWord):
|
| 404 |
-
for micro_input in micro_inputs:
|
| 405 |
-
if wake_word.process_streaming(micro_input):
|
| 406 |
-
activated = True
|
| 407 |
-
elif isinstance(wake_word, OpenWakeWord):
|
| 408 |
-
for oww_input in oww_inputs:
|
| 409 |
-
for prob in wake_word.process_streaming(oww_input):
|
| 410 |
-
if prob > 0.5:
|
| 411 |
-
activated = True
|
| 412 |
-
|
| 413 |
-
if activated:
|
| 414 |
-
now = time.monotonic()
|
| 415 |
-
if (last_active is None) or (
|
| 416 |
-
(now - last_active) > state.refractory_seconds
|
| 417 |
-
):
|
| 418 |
-
state.satellite.wakeup(wake_word)
|
| 419 |
-
if state.reachy_integration.is_connected():
|
| 420 |
-
state.reachy_integration.on_wake_word_detected()
|
| 421 |
-
last_active = now
|
| 422 |
-
|
| 423 |
-
# Process stop word
|
| 424 |
-
if state.stop_word is not None:
|
| 425 |
-
stopped = False
|
| 426 |
-
for micro_input in micro_inputs:
|
| 427 |
-
if state.stop_word.process_streaming(micro_input):
|
| 428 |
-
stopped = True
|
| 429 |
-
|
| 430 |
-
if stopped and (state.stop_word.id in state.active_wake_words):
|
| 431 |
-
state.satellite.stop()
|
| 432 |
-
if state.reachy_integration.is_connected():
|
| 433 |
-
state.reachy_integration.on_stop()
|
| 434 |
-
|
| 435 |
-
except Exception as e:
|
| 436 |
-
_LOGGER.error("Error processing audio: %s", e)
|
| 437 |
-
time.sleep(0.1)
|
| 438 |
-
|
| 439 |
-
except Exception as e:
|
| 440 |
-
_LOGGER.error("Error opening audio stream: %s", e)
|
| 441 |
-
finally:
|
| 442 |
-
stream.stop_stream()
|
| 443 |
-
stream.close()
|
| 444 |
-
p.terminate()
|
| 445 |
-
_LOGGER.info("Audio processing stopped")
|
| 446 |
-
|
| 447 |
-
|
| 448 |
-
if __name__ == "__main__":
|
| 449 |
-
asyncio.run(main())
|
|
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