Update models.py
Replaced sounddevice with soundcard, removed the audio Queue, added the new download directory to the search path, and added the device listing arguments
This commit is contained in:
+368
-84
@@ -1,101 +1,385 @@
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"""Shared models."""
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#!/usr/bin/env python3
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import argparse
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import asyncio
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import asyncio
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import json
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import json
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import logging
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import logging
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from dataclasses import asdict, dataclass, field
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import sys
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from enum import Enum
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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 pathlib import Path
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from typing import TYPE_CHECKING, Dict, List, Optional, Set, Union
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from typing import Dict, List, Optional, Set, Union
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from .event_bus import EventBus
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import numpy as np
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import soundcard as sc
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from pymicro_wakeword import MicroWakeWord, MicroWakeWordFeatures
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from pyopen_wakeword import OpenWakeWord, OpenWakeWordFeatures
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if TYPE_CHECKING:
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from .config import Config, load_config_from_json
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from pymicro_wakeword import MicroWakeWord
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from .event_bus import EventBus, EventHandler, subscribe
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from pyopen_wakeword import OpenWakeWord
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from .led_controller import LedController
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from .entity import ESPHomeEntity, MediaPlayerEntity
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from .mqtt_controller import MqttController
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from .mpv_player import MpvMediaPlayer
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from .models import AvailableWakeWord, Preferences, ServerState, WakeWordType
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from .satellite import VoiceSatelliteProtocol
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from .mpv_player import MpvMediaPlayer
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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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_LOGGER = logging.getLogger(__name__)
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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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# -----------------------------------------------------------------------------
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class SatelliteState(str, Enum):
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class MicMuteHandler(EventHandler):
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"""Voice satellite state."""
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"""Event handler for mic mute switch."""
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STARTING = "starting"
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def __init__(self, state, mqtt_controller: Optional[MqttController]):
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IDLE = "idle"
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super().__init__(state)
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LISTENING = "listening"
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self.mqtt_controller = mqtt_controller
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THINKING = "thinking"
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RESPONDING = "responding"
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ERROR = "error"
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@subscribe
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class WakeWordType(str, Enum):
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def set_mic_mute(self, data: dict):
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MICRO_WAKE_WORD = "micro"
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is_muted = data.get("state", False)
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OPEN_WAKE_WORD = "openWakeWord"
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if self.state.mic_muted != is_muted:
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self.state.mic_muted = is_muted
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_LOGGER.debug("Mic muted = %s", is_muted)
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@dataclass
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class AvailableWakeWord:
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id: str
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type: WakeWordType
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wake_word: str
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trained_languages: List[str]
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wake_word_path: Path
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def load(self) -> "Union[MicroWakeWord, OpenWakeWord]":
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if self.type == WakeWordType.MICRO_WAKE_WORD:
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from pymicro_wakeword import MicroWakeWord
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return MicroWakeWord.from_config(config_path=self.wake_word_path)
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if self.type == WakeWordType.OPEN_WAKE_WORD:
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from pyopen_wakeword import OpenWakeWord
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oww_model = OpenWakeWord.from_model(model_path=self.wake_word_path)
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if self.mqtt_controller:
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setattr(oww_model, "wake_word", self.wake_word)
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self.mqtt_controller.publish_mute_state(is_muted)
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return oww_model
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if is_muted:
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self.state.event_bus.publish("mic_muted")
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else:
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self.state.event_bus.publish("mic_unmuted")
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raise ValueError(f"Unexpected wake word type: {self.type}")
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# -----------------------------------------------------------------------------
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@dataclass
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async def main() -> None:
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class Preferences:
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parser = argparse.ArgumentParser()
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active_wake_words: List[str] = field(default_factory=list)
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parser.add_argument(
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volume_level: float = 1.0
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"-c",
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num_leds: int = 3
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"--config",
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type=Path,
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required=False,
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default=_MODULE_DIR / "config.json",
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help="Path to configuration.json file (default: linux_voice_assistant/config.json)",
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)
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parser.add_argument(
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"--debug",
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action="store_true",
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help="Enable debug logging (overrides config file)",
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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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"--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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args = parser.parse_args()
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# --- Handle List Devices ---
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if args.list_input_devices:
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print("Input devices")
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print("=" * 13)
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for idx, mic in enumerate(sc.all_microphones(include_loopback=False)):
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print(f"[{idx}]", mic.name)
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return
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if args.list_output_devices:
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player = MpvMediaPlayer(loop=None)
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print("Output devices")
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print("=" * 14)
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try:
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for speaker in player.player.audio_device_list:
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print(speaker["name"] + ":", speaker["description"])
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except Exception as e:
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_LOGGER.error("Failed to list output devices: %s", e)
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return
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# --- Load Configuration ---
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config_path = args.config
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if not config_path.is_absolute():
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config_path = _REPO_DIR / config_path
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config = load_config_from_json(config_path)
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if args.debug:
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config.app.debug = True
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logging.basicConfig(level=logging.DEBUG if config.app.debug else logging.INFO)
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_LOGGER.info("Loading configuration from: %s", config_path)
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_LOGGER.debug("Configuration loaded: %s", config)
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loop = asyncio.get_running_loop()
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event_bus = EventBus()
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# --- Create Download Dir ---
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download_dir = _REPO_DIR / config.wake_word.download_dir
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download_dir.mkdir(parents=True, exist_ok=True)
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_LOGGER.debug("Download directory: %s", download_dir)
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# --- Load Preferences ---
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preferences_path = _REPO_DIR / config.app.preferences_file
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if preferences_path.exists():
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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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else:
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preferences = Preferences()
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preferences.num_leds = getattr(preferences, 'num_leds', config.led.num_leds)
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# --- Load Wake Words ---
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available_wake_words: Dict[str, AvailableWakeWord] = {}
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if not config.wake_word.directories:
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config.wake_word.directories = ["wakewords", "wakewords/openWakeWord"]
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# Add download directory to search path
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wake_word_dirs = [_REPO_DIR / d for d in config.wake_word.directories]
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wake_word_dirs.append(download_dir / "external_wake_words") # <-- ADDED
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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 == config.wake_word.stop_model:
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continue
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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["type"])
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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=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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_LOGGER.debug("Available wake words: %s", list(sorted(available_wake_words.keys())))
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# --- Load Active Wake Word 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: continue
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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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if not wake_models:
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wake_word_id = config.wake_word.model
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wake_word = available_wake_words.get(wake_word_id)
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if wake_word:
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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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# --- Load Stop Model ---
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stop_model: Optional[MicroWakeWord] = None
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for ww_dir_str in config.wake_word.directories:
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wake_word_dir = _REPO_DIR / ww_dir_str
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stop_config_path = wake_word_dir / f"{config.wake_word.stop_model}.json"
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if not stop_config_path.exists(): continue
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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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assert stop_model is not None
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# --- Resolve Microphone ---
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if config.audio.input_device is not None:
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try:
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input_device_idx = int(config.audio.input_device)
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mic = sc.all_microphones(include_loopback=False)[input_device_idx]
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except (ValueError, IndexError):
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mic = sc.get_microphone(config.audio.input_device)
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else:
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mic = sc.default_microphone()
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if mic is None:
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_LOGGER.critical("No microphone found.")
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sys.exit(1)
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_LOGGER.info("Using audio input device: %s", mic.name)
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# --- Initialize Media Players ---
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music_player = MpvMediaPlayer(
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loop=loop,
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device=config.audio.output_device,
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initial_volume=preferences.volume_level
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)
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tts_player = MpvMediaPlayer(
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loop=loop,
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device=config.audio.output_device,
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initial_volume=preferences.volume_level
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)
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# --- Create Global Server State ---
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state = ServerState(
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name=config.app.name,
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mac_address=get_mac(),
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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=str(_REPO_DIR / config.app.wakeup_sound),
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timer_finished_sound=str(_REPO_DIR / config.app.timer_finished_sound),
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preferences=preferences,
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preferences_path=preferences_path,
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event_bus=event_bus,
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loop=loop,
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download_dir=download_dir, # <-- ADDED
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refractory_seconds=config.wake_word.refractory_seconds,
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)
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# --- Initialize Controllers ---
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led_controller = LedController(
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state,
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led_type=config.led.led_type,
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interface=config.led.interface,
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clock_pin=config.led.clock_pin,
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data_pin=config.led.data_pin,
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num_leds=state.preferences.num_leds,
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)
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mqtt_controller: Optional[MqttController] = None
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if config.mqtt.enabled:
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mqtt_controller = MqttController(
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state=state,
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host=config.mqtt.host,
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port=config.mqtt.port,
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username=config.mqtt.username,
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password=config.mqtt.password
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)
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mqtt_controller.start()
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mic_mute_handler = MicMuteHandler(state, mqtt_controller)
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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, mic, config.audio.input_block_size),
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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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server = await loop.create_server(
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lambda: VoiceSatelliteProtocol(state),
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host=config.esphome.host,
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port=config.esphome.port
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)
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discovery = HomeAssistantZeroconf(port=config.esphome.port, name=config.app.name)
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await discovery.register_server()
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# --- Run Forever ---
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try:
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async with server:
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_LOGGER.info("Server started (host=%s, port=%s)", config.esphome.host, config.esphome.port)
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await server.serve_forever()
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except KeyboardInterrupt:
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pass
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finally:
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if mqtt_controller:
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mqtt_controller.stop()
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state.mic_muted = True
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process_audio_thread.join()
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_LOGGER.debug("Server stopped")
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def process_audio(state: ServerState, mic, block_size: int):
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"""Process audio chunks from the microphone in a separate thread."""
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wake_words: List[Union[MicroWakeWord, OpenWakeWord]] = []
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micro_features: Optional[MicroWakeWordFeatures] = None
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micro_inputs: List[np.ndarray] = []
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oww_features: Optional[OpenWakeWordFeatures] = None
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oww_inputs: List[np.ndarray] = []
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has_oww = False
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last_active: Optional[float] = None
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try:
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_LOGGER.debug("Opening audio input device: %s", mic.name)
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with mic.recorder(samplerate=16000, channels=1, blocksize=block_size) as mic_in:
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while True:
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if state.mic_muted:
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time.sleep(0.1)
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continue
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audio_chunk_array = mic_in.record(block_size).reshape(-1)
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audio_chunk = (
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(np.clip(audio_chunk_array, -1.0, 1.0) * 32767.0)
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.astype("<i2")
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.tobytes()
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)
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if state.satellite is None:
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continue
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|
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|
if (not wake_words) or (state.wake_words_changed and state.wake_words):
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state.wake_words_changed = False
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wake_words = [
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|
ww for ww in state.wake_words.values()
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|
if ww.id in state.active_wake_words
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||||||
|
]
|
||||||
|
has_oww = any(isinstance(ww, OpenWakeWord) for ww in wake_words)
|
||||||
|
if micro_features is None:
|
||||||
|
micro_features = MicroWakeWordFeatures()
|
||||||
|
if has_oww and (oww_features is None):
|
||||||
|
oww_features = OpenWakeWordFeatures.from_builtin()
|
||||||
|
try:
|
||||||
|
state.satellite.handle_audio(audio_chunk)
|
||||||
|
|
||||||
|
assert micro_features is not None
|
||||||
|
micro_inputs.clear(); micro_inputs.extend(micro_features.process_streaming(audio_chunk))
|
||||||
|
|
||||||
|
if has_oww:
|
||||||
|
assert oww_features is not None
|
||||||
|
oww_inputs.clear(); oww_inputs.extend(oww_features.process_streaming(audio_chunk))
|
||||||
|
|
||||||
|
for wake_word in wake_words:
|
||||||
|
activated = False
|
||||||
|
if isinstance(wake_word, MicroWakeWord):
|
||||||
|
if any(wake_word.process_streaming(mi) for mi in micro_inputs): activated = True
|
||||||
|
elif isinstance(wake_word, OpenWakeWord):
|
||||||
|
if any(p > 0.5 for oi in oww_inputs for p in wake_word.process_streaming(oi)): activated = True
|
||||||
|
|
||||||
|
if activated:
|
||||||
|
now = time.monotonic()
|
||||||
|
if (last_active is None) or ((now - last_active) > state.refractory_seconds):
|
||||||
|
state.satellite.wakeup(wake_word)
|
||||||
|
last_active = now
|
||||||
|
|
||||||
|
stopped = False
|
||||||
|
for micro_input in micro_inputs:
|
||||||
|
if state.stop_word.process_streaming(micro_input):
|
||||||
|
stopped = True
|
||||||
|
|
||||||
|
if stopped and (state.stop_word.id in state.active_wake_words):
|
||||||
|
state.satellite.stop()
|
||||||
|
except Exception: _LOGGER.exception("Unexpected error handling audio")
|
||||||
|
except Exception as e:
|
||||||
|
_LOGGER.critical("Error in audio processing thread: %s", e)
|
||||||
|
state.loop.call_soon_threadsafe(state.loop.stop)
|
||||||
|
|
||||||
|
|
||||||
@dataclass
|
if __name__ == "__main__":
|
||||||
class ServerState:
|
print("--- __main__ block executing ---")
|
||||||
# --- Fields WITHOUT default values ---
|
asyncio.run(main())
|
||||||
name: str
|
|
||||||
mac_address: str
|
|
||||||
entities: "List[ESPHomeEntity]"
|
|
||||||
available_wake_words: "Dict[str, AvailableWakeWord]"
|
|
||||||
wake_words: "Dict[str, Union[MicroWakeWord, OpenWakeWord]]"
|
|
||||||
active_wake_words: Set[str]
|
|
||||||
stop_word: "MicroWakeWord"
|
|
||||||
music_player: "MpvMediaPlayer"
|
|
||||||
tts_player: "MpvMediaPlayer"
|
|
||||||
wakeup_sound: str
|
|
||||||
timer_finished_sound: str
|
|
||||||
preferences: Preferences
|
|
||||||
preferences_path: Path
|
|
||||||
event_bus: EventBus
|
|
||||||
loop: asyncio.AbstractEventLoop
|
|
||||||
download_dir: Path # <-- ADDED
|
|
||||||
|
|
||||||
# --- Fields WITH default values ---
|
|
||||||
satellite: "Optional[VoiceSatelliteProtocol]" = None
|
|
||||||
wake_words_changed: bool = False
|
|
||||||
refractory_seconds: float = 2.0
|
|
||||||
mic_muted: bool = False
|
|
||||||
|
|
||||||
def save_preferences(self) -> None:
|
|
||||||
"""Save preferences as JSON."""
|
|
||||||
_LOGGER.debug("Saving preferences: %s", self.preferences_path)
|
|
||||||
self.preferences_path.parent.mkdir(parents=True, exist_ok=True)
|
|
||||||
with open(self.preferences_path, "w", encoding="utf-8") as preferences_file:
|
|
||||||
json.dump(
|
|
||||||
asdict(self.preferences), preferences_file, ensure_ascii=False, indent=4
|
|
||||||
)
|
|
||||||
|
|||||||
Reference in New Issue
Block a user