Update __main__.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:
@@ -3,36 +3,31 @@ 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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import sys
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import threading
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import threading
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import time
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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 queue import Queue
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from typing import Dict, List, Optional, Set, Union
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from typing import Dict, List, Optional, Union
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import numpy as np
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import numpy as np
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import sounddevice as sd
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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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from .config import Config, load_config_from_json # <-- NEW
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from .config import Config, load_config_from_json
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from .event_bus import EventBus, EventHandler, subscribe
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from .event_bus import EventBus, EventHandler, subscribe
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from .led_controller import LedController
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from .led_controller import LedController
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from .mqtt_controller import MqttController
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from .mqtt_controller import MqttController
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from .microwakeword import MicroWakeWord, MicroWakeWordFeatures
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from .models import AvailableWakeWord, Preferences, ServerState, WakeWordType
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from .models import AvailableWakeWord, Preferences, ServerState, WakeWordType
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from .mpv_player import MpvMediaPlayer
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from .mpv_player import MpvMediaPlayer
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from .openwakeword import OpenWakeWord, OpenWakeWordFeatures
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from .satellite import VoiceSatelliteProtocol
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from .satellite import VoiceSatelliteProtocol
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from .util import get_mac, is_arm
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from .util import get_mac
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from .zeroconf import HomeAssistantZeroconf
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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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_MODULE_DIR = Path(__file__).parent
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_REPO_DIR = _MODULE_DIR.parent
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_REPO_DIR = _MODULE_DIR.parent
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if is_arm():
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_LIB_DIR = _REPO_DIR / "lib" / "linux_arm64"
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else:
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_LIB_DIR = _REPO_DIR / "lib" / "linux_amd64"
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# -----------------------------------------------------------------------------
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# -----------------------------------------------------------------------------
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class MicMuteHandler(EventHandler):
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class MicMuteHandler(EventHandler):
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@@ -54,12 +49,6 @@ class MicMuteHandler(EventHandler):
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if is_muted:
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if is_muted:
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self.state.event_bus.publish("mic_muted")
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self.state.event_bus.publish("mic_muted")
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else:
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else:
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_LOGGER.debug("Clearing stale audio queue...")
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while not self.state.audio_queue.empty():
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try:
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self.state.audio_queue.get_nowait()
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except Queue.Empty:
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break
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self.state.event_bus.publish("mic_unmuted")
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self.state.event_bus.publish("mic_unmuted")
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# -----------------------------------------------------------------------------
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# -----------------------------------------------------------------------------
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@@ -71,21 +60,69 @@ async def main() -> None:
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"-c",
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"-c",
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"--config",
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"--config",
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type=Path,
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type=Path,
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required=True,
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required=False,
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help="Path to configuration.json file",
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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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)
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args = parser.parse_args()
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args = parser.parse_args()
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# --- Load Configuration ---
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# --- Handle List Devices ---
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config = load_config_from_json(args.config)
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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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# --- Setup Logging ---
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logging.basicConfig(level=logging.DEBUG if config.app.debug else logging.INFO)
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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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_LOGGER.debug("Configuration loaded: %s", config)
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loop = asyncio.get_running_loop()
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loop = asyncio.get_running_loop()
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event_bus = EventBus()
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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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# --- Load Preferences ---
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preferences_path = _REPO_DIR / config.app.preferences_file
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preferences_path = _REPO_DIR / config.app.preferences_file
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if preferences_path.exists():
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if preferences_path.exists():
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@@ -95,51 +132,63 @@ async def main() -> None:
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else:
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else:
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preferences = Preferences()
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preferences = Preferences()
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# Set default num_leds from config, allowing preferences to override
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preferences.num_leds = getattr(preferences, 'num_leds', config.led.num_leds)
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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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# --- Load Wake Words ---
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available_wake_words: Dict[str, AvailableWakeWord] = {}
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available_wake_words: Dict[str, AvailableWakeWord] = {}
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# Add default directories if none are specified
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if not config.wake_word.directories:
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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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config.wake_word.directories = ["wakewords", "wakewords/openWakeWord"]
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for ww_dir_str in config.wake_word.directories:
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# Add download directory to search path
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wake_word_dir = _REPO_DIR / ww_dir_str
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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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for model_config_path in wake_word_dir.glob("*.json"):
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model_id = model_config_path.stem
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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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if model_id == config.wake_word.stop_model:
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continue
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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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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_config = json.load(model_config_file)
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model_type = model_config["type"]
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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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available_wake_words[model_id] = AvailableWakeWord(
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id=model_id,
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id=model_id,
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type=WakeWordType(model_type),
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type=model_type,
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wake_word=model_config["wake_word"],
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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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trained_languages=model_config.get("trained_languages", []),
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config_path=model_config_path,
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wake_word_path=wake_word_path,
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)
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)
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_LOGGER.debug("Available wake words: %s", list(sorted(available_wake_words.keys())))
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_LOGGER.debug("Available wake words: %s", list(sorted(available_wake_words.keys())))
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libtensorflowlite_c_path = _LIB_DIR / "libtensorflowlite_c.so"
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# --- Load Active Wake Word Models ---
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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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wake_models: Dict[str, Union[MicroWakeWord, OpenWakeWord]] = {}
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if preferences.active_wake_words:
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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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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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wake_word = available_wake_words.get(wake_word_id)
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if wake_word is None: continue
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if wake_word is None: continue
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wake_models[wake_word_id] = wake_word.load(libtensorflowlite_c_path)
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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 default model if no preferences are set
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if not wake_models:
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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_id = config.wake_word.model
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wake_word = available_wake_words.get(wake_word_id)
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wake_word = available_wake_words.get(wake_word_id)
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if wake_word:
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if wake_word:
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wake_models[wake_word_id] = wake_word.load(libtensorflowlite_c_path)
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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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# --- Load Stop Model ---
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stop_model: Optional[MicroWakeWord] = None
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stop_model: Optional[MicroWakeWord] = None
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@@ -147,10 +196,27 @@ async def main() -> None:
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wake_word_dir = _REPO_DIR / ww_dir_str
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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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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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if not stop_config_path.exists(): continue
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stop_model = MicroWakeWord.from_config(stop_config_path, libtensorflowlite_c_path)
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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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break
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assert stop_model is not None
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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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# --- Initialize Media Players ---
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music_player = MpvMediaPlayer(
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music_player = MpvMediaPlayer(
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loop=loop,
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loop=loop,
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@@ -167,10 +233,10 @@ async def main() -> None:
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state = ServerState(
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state = ServerState(
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name=config.app.name,
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name=config.app.name,
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mac_address=get_mac(),
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mac_address=get_mac(),
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audio_queue=Queue(),
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entities=[],
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entities=[],
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available_wake_words=available_wake_words,
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available_wake_words=available_wake_words,
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wake_words=wake_models,
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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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stop_word=stop_model,
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music_player=music_player,
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music_player=music_player,
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tts_player=tts_player,
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tts_player=tts_player,
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@@ -178,11 +244,9 @@ async def main() -> None:
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timer_finished_sound=str(_REPO_DIR / config.app.timer_finished_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=preferences,
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preferences_path=preferences_path,
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preferences_path=preferences_path,
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libtensorflowlite_c_path=libtensorflowlite_c_path,
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event_bus=event_bus,
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event_bus=event_bus,
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loop=loop,
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loop=loop,
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oww_melspectrogram_path=(_REPO_DIR / config.wake_word.oww_melspectrogram_model),
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download_dir=download_dir, # <-- ADDED
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oww_embedding_path=(_REPO_DIR / config.wake_word.oww_embedding_model),
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refractory_seconds=config.wake_word.refractory_seconds,
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refractory_seconds=config.wake_word.refractory_seconds,
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)
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)
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@@ -210,12 +274,13 @@ async def main() -> None:
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mic_mute_handler = MicMuteHandler(state, mqtt_controller)
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mic_mute_handler = MicMuteHandler(state, mqtt_controller)
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# --- Start Audio Processing Thread ---
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# --- Start Audio Processing Thread ---
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process_audio_thread = threading.Thread(target=process_audio, args=(state,), daemon=True)
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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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process_audio_thread.start()
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def sd_callback(indata, _frames, _time, _status):
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state.audio_queue.put_nowait(bytes(indata))
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# --- Start ESPHome Server ---
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# --- Start ESPHome Server ---
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server = await loop.create_server(
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server = await loop.create_server(
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lambda: VoiceSatelliteProtocol(state),
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lambda: VoiceSatelliteProtocol(state),
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@@ -227,31 +292,22 @@ async def main() -> None:
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# --- Run Forever ---
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# --- Run Forever ---
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try:
|
try:
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input_device = config.audio.input_device if config.audio.input_device else "default"
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with sd.RawInputStream(
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samplerate=16000,
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blocksize=config.audio.input_block_size,
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device=input_device,
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dtype="int16",
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channels=1,
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callback=sd_callback
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):
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async with server:
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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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_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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await server.serve_forever()
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except KeyboardInterrupt:
|
except KeyboardInterrupt:
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pass
|
pass
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except sd.PortAudioError as e:
|
|
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_LOGGER.critical("Failed to open audio input device '%s': %s", input_device, e)
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|
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finally:
|
finally:
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if mqtt_controller:
|
if mqtt_controller:
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mqtt_controller.stop()
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mqtt_controller.stop()
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state.audio_queue.put_nowait(None)
|
|
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state.mic_muted = True
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process_audio_thread.join()
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process_audio_thread.join()
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_LOGGER.debug("Server stopped")
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_LOGGER.debug("Server stopped")
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||||||
|
|
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def process_audio(state: ServerState):
|
def process_audio(state: ServerState, mic, block_size: int):
|
||||||
|
"""Process audio chunks from the microphone in a separate thread."""
|
||||||
wake_words: List[Union[MicroWakeWord, OpenWakeWord]] = []
|
wake_words: List[Union[MicroWakeWord, OpenWakeWord]] = []
|
||||||
micro_features: Optional[MicroWakeWordFeatures] = None
|
micro_features: Optional[MicroWakeWordFeatures] = None
|
||||||
micro_inputs: List[np.ndarray] = []
|
micro_inputs: List[np.ndarray] = []
|
||||||
@@ -260,43 +316,69 @@ def process_audio(state: ServerState):
|
|||||||
has_oww = False
|
has_oww = False
|
||||||
last_active: Optional[float] = None
|
last_active: Optional[float] = None
|
||||||
try:
|
try:
|
||||||
|
_LOGGER.debug("Opening audio input device: %s", mic.name)
|
||||||
|
with mic.recorder(samplerate=16000, channels=1, blocksize=block_size) as mic_in:
|
||||||
while True:
|
while True:
|
||||||
if state.mic_muted:
|
if state.mic_muted:
|
||||||
time.sleep(0.1)
|
time.sleep(0.1)
|
||||||
continue
|
continue
|
||||||
audio_chunk = state.audio_queue.get()
|
|
||||||
if audio_chunk is None: break
|
audio_chunk_array = mic_in.record(block_size).reshape(-1)
|
||||||
if state.satellite is None: continue
|
audio_chunk = (
|
||||||
|
(np.clip(audio_chunk_array, -1.0, 1.0) * 32767.0)
|
||||||
|
.astype("<i2")
|
||||||
|
.tobytes()
|
||||||
|
)
|
||||||
|
|
||||||
|
if state.satellite is None:
|
||||||
|
continue
|
||||||
|
|
||||||
if (not wake_words) or (state.wake_words_changed and state.wake_words):
|
if (not wake_words) or (state.wake_words_changed and state.wake_words):
|
||||||
state.wake_words_changed = False
|
state.wake_words_changed = False
|
||||||
wake_words = [ww for ww in state.wake_words.values() if ww.is_active]
|
wake_words = [
|
||||||
|
ww for ww in state.wake_words.values()
|
||||||
|
if ww.id in state.active_wake_words
|
||||||
|
]
|
||||||
has_oww = any(isinstance(ww, OpenWakeWord) for ww in wake_words)
|
has_oww = any(isinstance(ww, OpenWakeWord) for ww in wake_words)
|
||||||
if micro_features is None:
|
if micro_features is None:
|
||||||
micro_features = MicroWakeWordFeatures(libtensorflowlite_c_path=state.libtensorflowlite_c_path)
|
micro_features = MicroWakeWordFeatures()
|
||||||
if has_oww and (oww_features is None):
|
if has_oww and (oww_features is None):
|
||||||
oww_features = OpenWakeWordFeatures(melspectrogram_model=state.oww_melspectrogram_path, embedding_model=state.oww_embedding_path, libtensorflowlite_c_path=state.libtensorflowlite_c_path)
|
oww_features = OpenWakeWordFeatures.from_builtin()
|
||||||
try:
|
try:
|
||||||
state.satellite.handle_audio(audio_chunk)
|
state.satellite.handle_audio(audio_chunk)
|
||||||
|
|
||||||
assert micro_features is not None
|
assert micro_features is not None
|
||||||
micro_inputs.clear(); micro_inputs.extend(micro_features.process_streaming(audio_chunk))
|
micro_inputs.clear(); micro_inputs.extend(micro_features.process_streaming(audio_chunk))
|
||||||
|
|
||||||
if has_oww:
|
if has_oww:
|
||||||
assert oww_features is not None
|
assert oww_features is not None
|
||||||
oww_inputs.clear(); oww_inputs.extend(oww_features.process_streaming(audio_chunk))
|
oww_inputs.clear(); oww_inputs.extend(oww_features.process_streaming(audio_chunk))
|
||||||
|
|
||||||
for wake_word in wake_words:
|
for wake_word in wake_words:
|
||||||
activated = False
|
activated = False
|
||||||
if isinstance(wake_word, MicroWakeWord):
|
if isinstance(wake_word, MicroWakeWord):
|
||||||
if any(wake_word.process_streaming(mi) for mi in micro_inputs): activated = True
|
if any(wake_word.process_streaming(mi) for mi in micro_inputs): activated = True
|
||||||
elif isinstance(wake_word, OpenWakeWord):
|
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 any(p > 0.5 for oi in oww_inputs for p in wake_word.process_streaming(oi)): activated = True
|
||||||
|
|
||||||
if activated:
|
if activated:
|
||||||
now = time.monotonic()
|
now = time.monotonic()
|
||||||
if (last_active is None) or ((now - last_active) > state.refractory_seconds):
|
if (last_active is None) or ((now - last_active) > state.refractory_seconds):
|
||||||
state.satellite.wakeup(wake_word)
|
state.satellite.wakeup(wake_word)
|
||||||
last_active = now
|
last_active = now
|
||||||
if any(state.stop_word.process_streaming(mi) for mi in micro_inputs) and state.stop_word.is_active:
|
|
||||||
|
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()
|
state.satellite.stop()
|
||||||
except Exception: _LOGGER.exception("Unexpected error handling audio")
|
except Exception: _LOGGER.exception("Unexpected error handling audio")
|
||||||
except Exception: _LOGGER.exception("Unexpected error processing audio")
|
except Exception as e:
|
||||||
|
_LOGGER.critical("Error in audio processing thread: %s", e)
|
||||||
|
state.loop.call_soon_threadsafe(state.loop.stop)
|
||||||
|
|
||||||
|
|
||||||
if __name__ == "__main__":
|
if __name__ == "__main__":
|
||||||
print("--- __main__ block executing ---")
|
print("--- __main__ block executing ---")
|
||||||
|
|||||||
Reference in New Issue
Block a user