877 lines
32 KiB
Python
877 lines
32 KiB
Python
#!/usr/bin/env python3
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import argparse
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import asyncio
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import logging
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import math
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import shlex
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import sys
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import time
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import uuid
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import wave
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from enum import Enum
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from functools import partial
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from pathlib import Path
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from typing import Callable, Final, Iterator, Optional, Union
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from pyring_buffer import RingBuffer
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from wyoming.asr import Transcribe, Transcript
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from wyoming.audio import AudioChunk, AudioStart, AudioStop
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from wyoming.client import AsyncClient
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from wyoming.error import Error
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from wyoming.event import Event
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from wyoming.info import Attribution, Describe, Info, Satellite
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from wyoming.mic import MicProcessAsyncClient
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from wyoming.pipeline import PipelineStage, RunPipeline
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from wyoming.satellite import RunSatellite
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from wyoming.server import AsyncEventHandler, AsyncServer, AsyncTcpServer
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from wyoming.snd import SndProcessAsyncClient
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from wyoming.tts import Synthesize
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from wyoming.vad import VoiceStarted, VoiceStopped
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from wyoming.wake import Detect, Detection, WakeProcessAsyncClient
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from .utils import AudioBuffer, chunk_samples, multiply_volume
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_LOGGER = logging.getLogger()
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_DIR = Path(__file__).parent
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class SatelliteState(str, Enum):
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WAKE = "wake"
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ASR = "asr"
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VAD_RESET = "vad-reset"
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VAD_WAIT = "vad-wait"
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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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# Microphone input
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parser.add_argument("--mic-uri", help="URI of Wyoming microphone service")
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parser.add_argument("--mic-command", help="Program to run for microphone input")
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parser.add_argument(
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"--mic-command-rate",
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type=int,
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default=16000,
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help="Sample rate of mic-command (hertz, default: 16000)",
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)
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parser.add_argument(
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"--mic-command-width",
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type=int,
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default=2,
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help="Sample width of mic-command (bytes, default: 2)",
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)
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parser.add_argument(
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"--mic-command-channels",
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type=int,
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default=1,
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help="Sample channels of mic-command (default: 1)",
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)
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parser.add_argument(
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"--mic-command-samples-per-chunk",
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type=int,
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default=1024,
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help="Sample per chunk for mic-command (default: 1024)",
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)
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parser.add_argument("--mic-volume-multiplier", type=float, default=1.0)
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# Sound output
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parser.add_argument("--snd-uri", help="URI of Wyoming sound service")
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parser.add_argument("--snd-command", help="Program to run for sound output")
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parser.add_argument(
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"--snd-command-rate",
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type=int,
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default=22050,
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help="Sample rate of snd-command (hertz, default: 22050)",
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)
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parser.add_argument(
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"--snd-command-width",
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type=int,
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default=2,
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help="Sample width of snd-command (bytes, default: 2)",
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)
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parser.add_argument(
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"--snd-command-channels",
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type=int,
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default=1,
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help="Sample channels of snd-command (default: 1)",
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)
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parser.add_argument("--snd-volume-multiplier", type=float, default=1.0)
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# Local wake word detection
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parser.add_argument("--wake-uri", help="URI of Wyoming wake word detection service")
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parser.add_argument(
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"--wake-word-name",
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action="append",
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default=[],
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help="Name of wake word to listen for (requires --wake-uri)",
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)
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parser.add_argument("--wake-command", help="Program to run for wake word detection")
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parser.add_argument(
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"--wake-command-rate",
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type=int,
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default=16000,
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help="Sample rate of wake-command (hertz, default: 16000)",
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)
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parser.add_argument(
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"--wake-command-width",
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type=int,
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default=2,
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help="Sample width of wake-command (bytes, default: 2)",
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)
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parser.add_argument(
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"--wake-command-channels",
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type=int,
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default=1,
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help="Sample channels of wake-command (default: 1)",
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)
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# Voice activity detector
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parser.add_argument(
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"--vad", action="store_true", help="Wait for speech before streaming audio"
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)
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parser.add_argument("--vad-threshold", type=float, default=0.5)
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parser.add_argument("--vad-trigger-level", type=int, default=1)
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parser.add_argument("--vad-buffer-seconds", type=float, default=1)
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# Audio enhancement (requires webrtc-noise-audio)
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parser.add_argument(
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"--noise-suppression", type=int, default=0, choices=(0, 1, 2, 3, 4)
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)
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parser.add_argument("--auto-gain", type=int, default=0, choices=list(range(32)))
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# External event handlers
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parser.add_argument(
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"--event-uri", help="URI of Wyoming service to forward events to"
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)
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parser.add_argument(
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"--detection-command", help="Command to run when wake word is detected"
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)
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parser.add_argument(
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"--transcript-command",
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help="Command to run when speech to text transcript is returned",
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)
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parser.add_argument(
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"--stt-start-command",
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help="Command to run when the user starts speaking",
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)
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parser.add_argument(
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"--stt-stop-command",
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help="Command to run when the user stops speaking",
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)
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parser.add_argument(
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"--synthesize-command",
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help="Command to run when text to speech text is returned",
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)
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parser.add_argument(
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"--tts-start-command",
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help="Command to run when text to speech response starts",
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)
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parser.add_argument(
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"--tts-stop-command",
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help="Command to run when text to speech response stops",
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)
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parser.add_argument(
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"--streaming-start-command",
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help="Command to run when audio streaming starts",
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)
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# Sounds
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parser.add_argument(
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"--awake-wav", help="WAV file to play when wake word is detected"
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)
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parser.add_argument(
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"--done-wav", help="WAV file to play when voice command is done"
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)
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# Satellite details
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parser.add_argument("--uri", default="stdio://", help="unix:// or tcp://")
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parser.add_argument("--name", required=True, help="Name of the satellite")
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parser.add_argument("--area", help="Area name of the satellite")
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parser.add_argument("--pipeline", help="Name of server pipeline to run")
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# Zeroconf
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parser.add_argument(
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"--no-zeroconf", action="store_true", help="Disable discovery over zeroconf"
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)
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parser.add_argument(
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"--zeroconf-name",
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help="Name used for zeroconf discovery (default: MAC from uuid.getnode)",
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)
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#
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parser.add_argument("--debug", action="store_true", help="Log DEBUG messages")
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args = parser.parse_args()
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# Validate args
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if (not args.mic_uri) and (not args.mic_command):
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_LOGGER.fatal("Either --mic-uri or --mic-command is required")
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sys.exit(1)
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if needs_webrtc(args):
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try:
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import webrtc_noise_gain # noqa: F401
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except ImportError:
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_LOGGER.fatal("Install extras for webrtc")
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sys.exit(1)
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if needs_silero(args):
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try:
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import pysilero_vad # noqa: F401
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except ImportError:
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_LOGGER.fatal("Install extras for silerovad")
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sys.exit(1)
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if args.awake_wav and (not Path(args.awake_wav).is_file()):
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_LOGGER.fatal("%s does not exist", args.awake_wav)
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sys.exit(1)
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if args.done_wav and (not Path(args.done_wav).is_file()):
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_LOGGER.fatal("%s does not exist", args.done_wav)
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sys.exit(1)
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if args.vad and (args.wake_uri or args.wake_command):
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_LOGGER.warning("VAD is not used with local wake word detection")
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logging.basicConfig(level=logging.DEBUG if args.debug else logging.INFO)
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_LOGGER.debug(args)
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wyoming_info = Info(
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satellite=Satellite(
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name=args.name,
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area=args.area,
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description=args.name,
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attribution=Attribution(name="", url=""),
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installed=True,
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)
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)
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_LOGGER.info("Ready")
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# Start server
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server = AsyncServer.from_uri(args.uri)
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if (not args.no_zeroconf) and isinstance(server, AsyncTcpServer):
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from wyoming.zeroconf import register_server
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if not args.zeroconf_name:
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args.zeroconf_name = get_mac_address()
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tcp_server: AsyncTcpServer = server
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await register_server(
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name=args.zeroconf_name,
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port=tcp_server.port,
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host=tcp_server.host,
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)
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_LOGGER.debug("Zeroconf discovery enabled (name=%s)", args.zeroconf_name)
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try:
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await server.run(partial(SatelliteEventHandler, wyoming_info, args))
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except KeyboardInterrupt:
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pass
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# -----------------------------------------------------------------------------
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class SatelliteEventHandler(AsyncEventHandler):
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"""Event handler for clients."""
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def __init__(
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self,
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wyoming_info: Info,
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cli_args: argparse.Namespace,
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*args,
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**kwargs,
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) -> None:
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super().__init__(*args, **kwargs)
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self.cli_args = cli_args
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self.wyoming_info_event = wyoming_info.event()
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self.client_id = str(time.monotonic_ns())
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self.is_running = True
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self.state: Optional[Satellite] = None
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self.satellite_task: Optional[asyncio.Task] = None
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self.mic_volume_multiplier = self.cli_args.mic_volume_multiplier
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self.has_mic_audio_processing = needs_webrtc(self.cli_args) or (
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self.mic_volume_multiplier != 1.0
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)
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self.process_webrtc: Optional[Callable[[bytes], bytes]] = None
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if needs_webrtc(self.cli_args):
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self.process_webrtc = WebRtcAudio(
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self.cli_args.auto_gain, self.cli_args.noise_suppression
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)
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self.has_wake = bool(self.cli_args.wake_uri or self.cli_args.wake_command)
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self.has_snd = bool(self.cli_args.snd_uri or self.cli_args.snd_command)
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self.snd_client: Optional[AsyncClient] = None
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self.snd_volume_multiplier = self.cli_args.snd_volume_multiplier
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self.has_snd_audio_processing = self.snd_volume_multiplier != 1.0
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self.process_vad: Optional[Callable[[Optional[bytes]], bool]] = None
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self.vad_buffer: Optional[RingBuffer] = None
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if needs_silero(self.cli_args):
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self.process_vad = SileroVad(
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self.cli_args.vad_threshold, self.cli_args.vad_trigger_level
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)
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if self.cli_args.vad_buffer_seconds > 0:
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# Assume 16Khz, 16-bit mono samples
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vad_buffer_bytes = int(
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math.ceil(self.cli_args.vad_buffer_seconds * 16000 * 2)
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)
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self.vad_buffer = RingBuffer(vad_buffer_bytes)
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self.events_client: Optional[AsyncClient] = None
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_LOGGER.debug("Client connected: %s", self.client_id)
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# -------------------------------------------------------------------------
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async def handle_event(self, event: Event) -> bool:
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"""Handle events from the server."""
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if Describe.is_type(event.type):
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await self.write_event(self.wyoming_info_event)
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_LOGGER.debug("Sent info to client: %s", self.client_id)
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return True
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if RunSatellite.is_type(event.type) and (self.satellite_task is None):
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if self.has_wake:
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# Local wake word detection
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self.state = SatelliteState.WAKE
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self.satellite_task = asyncio.create_task(self.run_satellite_wake())
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else:
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# Remote wake word detection
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self.state = SatelliteState.VAD_RESET
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self.satellite_task = asyncio.create_task(self.run_satellite())
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elif Transcript.is_type(event.type):
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if self.cli_args.done_wav:
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await self._play_wav(self.cli_args.done_wav)
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if self.has_wake:
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# Ready for next wake word detection
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self.state = SatelliteState.WAKE
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_LOGGER.info("Detecting wake word")
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else:
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self.state = SatelliteState.VAD_RESET
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# STT transcript
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await self._forward_event(event)
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_LOGGER.debug(event)
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elif self.has_snd and (
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AudioStart.is_type(event.type)
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or AudioChunk.is_type(event.type)
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or AudioStop.is_type(event.type)
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):
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if AudioStart.is_type(event.type):
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# TTS start
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await self._ensure_snd_client()
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if self.snd_client is not None:
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await self.snd_client.connect()
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await self._forward_event(event)
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_LOGGER.debug(event)
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elif AudioChunk.is_type(event.type) and (self.snd_client is not None):
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# Forward to sound service
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event = self._process_snd_audio(event)
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await self.snd_client.write_event(event)
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elif AudioStop.is_type(event.type):
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# TTS stop
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await self._forward_event(event)
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_LOGGER.debug(event)
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if self.snd_client is not None:
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await self.snd_client.disconnect()
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self.snd_client = None
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elif Detection.is_type(event.type):
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if self.cli_args.awake_wav:
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await self._play_wav(self.cli_args.awake_wav)
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await self._forward_event(event)
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_LOGGER.debug(event)
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elif (
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Detect.is_type(event.type)
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or Detection.is_type(event.type)
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or Transcribe.is_type(event.type)
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or VoiceStarted.is_type(event.type)
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or VoiceStopped.is_type(event.type)
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or Synthesize.is_type(event.type)
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):
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# Other client events:
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# - Detect for start of wake word detection
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# - Transcribe for when STT starts
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# - VoiceStarted/VoiceStopped for when user starts/stops speaking
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# - Synthesize for TTS text
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await self._forward_event(event)
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_LOGGER.debug(event)
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elif Error.is_type(event.type):
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await self._forward_event(event)
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_LOGGER.warning(event)
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else:
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_LOGGER.debug("Unexpected event: type=%s, data=%s", event.type, event.data)
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return True
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async def disconnect(self) -> None:
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self.is_running = False
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# -------------------------------------------------------------------------
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# Tasks
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# -------------------------------------------------------------------------
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async def run_satellite(self) -> None:
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"""Task to read mic input and do remote wake word detection."""
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try:
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mic_client = self._make_mic_client()
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async with mic_client:
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while True:
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mic_event = await mic_client.read_event()
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if mic_event is None:
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_LOGGER.warning("Microphone service disconnected")
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break
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if not AudioChunk.is_type(mic_event.type):
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continue
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mic_event = self._process_mic_audio(mic_event)
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if self.state == SatelliteState.VAD_RESET:
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# Reset vad state
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if self.process_vad is not None:
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self.process_vad(None)
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if self.vad_buffer is not None:
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self.vad_buffer.put(bytes(self.vad_buffer.maxlen))
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self.state = SatelliteState.VAD_WAIT
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if self.state == SatelliteState.VAD_WAIT:
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if self.process_vad is None:
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# No VAD
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self.state = SatelliteState.ASR
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_LOGGER.info("Streaming audio")
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# Start pipeline
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await self._run_pipeline(PipelineStage.WAKE)
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else:
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# Wait for speech
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chunk = AudioChunk.from_event(mic_event)
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if self.process_vad(chunk.audio):
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# Ready to stream
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self.state = SatelliteState.ASR
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# Start pipeline
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await self._run_pipeline(PipelineStage.WAKE)
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if self.vad_buffer:
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# Send contents of VAD buffer first
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await self.write_event(
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AudioChunk(
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rate=chunk.rate,
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width=chunk.width,
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channels=chunk.channels,
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audio=self.vad_buffer.getvalue(),
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).event()
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)
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_LOGGER.info("Streaming audio")
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elif self.vad_buffer is not None:
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# Save audio right before speech
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self.vad_buffer.put(chunk.audio)
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if self.state == SatelliteState.ASR:
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# Forward all audio to server
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await self.write_event(mic_event)
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except Exception:
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_LOGGER.exception("Unexpected error in run_satellite")
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except ConnectionResetError:
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_LOGGER.info("Server disconnected")
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async def run_satellite_wake(self) -> None:
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"""Task to read mic input and do local wake word detection."""
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try:
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assert self.cli_args.wake_uri or self.cli_args.wake_command
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mic_client = self._make_mic_client()
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if self.cli_args.wake_command:
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_LOGGER.debug("Running %s", self.cli_args.wake_command)
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program, *program_args = shlex.split(self.cli_args.wake_command)
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wake_client = WakeProcessAsyncClient(
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rate=self.cli_args.wake_command_rate,
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width=self.cli_args.wake_command_width,
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channels=self.cli_args.wake_command_channels,
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program=program,
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program_args=program_args,
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)
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else:
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_LOGGER.debug("Connecting to %s", self.cli_args.wake_uri)
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wake_client = AsyncClient.from_uri(self.cli_args.wake_uri)
|
|
|
|
async with mic_client, wake_client:
|
|
_LOGGER.info("Detecting wake word")
|
|
|
|
if self.cli_args.wake_word_name:
|
|
# Request specific wake word(s)
|
|
detect_event = Detect(names=self.cli_args.wake_word_name).event()
|
|
else:
|
|
detect_event = Detect().event()
|
|
|
|
await wake_client.write_event(detect_event)
|
|
await self._forward_event(detect_event)
|
|
_LOGGER.debug(detect_event)
|
|
|
|
# Read events in parallel
|
|
mic_task = asyncio.create_task(mic_client.read_event())
|
|
wake_task = asyncio.create_task(wake_client.read_event())
|
|
pending = {mic_task, wake_task}
|
|
|
|
while self.is_running:
|
|
done, pending = await asyncio.wait(
|
|
pending, return_when=asyncio.FIRST_COMPLETED
|
|
)
|
|
|
|
if mic_task in done:
|
|
mic_event = mic_task.result()
|
|
if mic_event is None:
|
|
_LOGGER.warning("Microphone service disconnected")
|
|
break
|
|
|
|
if AudioChunk.is_type(mic_event.type):
|
|
mic_event = self._process_mic_audio(mic_event)
|
|
|
|
# Forward to wake service
|
|
await wake_client.write_event(mic_event)
|
|
|
|
if self.state == SatelliteState.ASR:
|
|
# Forward to server
|
|
await self.write_event(mic_event)
|
|
|
|
# Next audio chunk
|
|
mic_task = asyncio.create_task(mic_client.read_event())
|
|
pending.add(mic_task)
|
|
elif wake_task in done:
|
|
wake_event = wake_task.result()
|
|
if wake_event is None:
|
|
_LOGGER.warning("Wake word service disconnected")
|
|
break
|
|
|
|
if Detection.is_type(wake_event.type) and (
|
|
self.state == SatelliteState.WAKE
|
|
):
|
|
_LOGGER.debug("Wake word detected: %s", wake_event)
|
|
self.state = SatelliteState.ASR
|
|
|
|
# Start pipeline
|
|
await self._run_pipeline(PipelineStage.ASR)
|
|
|
|
# Forward to server
|
|
await self.write_event(wake_event)
|
|
|
|
# Forward to client
|
|
await self._forward_event(wake_event)
|
|
|
|
_LOGGER.info("Streaming audio")
|
|
|
|
# Next wake event
|
|
wake_task = asyncio.create_task(wake_client.read_event())
|
|
pending.add(wake_task)
|
|
except Exception:
|
|
_LOGGER.exception("Unexpected error in run_satellite")
|
|
except ConnectionResetError:
|
|
_LOGGER.info("Server disconnected")
|
|
|
|
# -------------------------------------------------------------------------
|
|
|
|
def _make_mic_client(self) -> AsyncClient:
|
|
"""Create mic client."""
|
|
if self.cli_args.mic_command:
|
|
_LOGGER.debug("Running %s", self.cli_args.mic_command)
|
|
program, *program_args = shlex.split(self.cli_args.mic_command)
|
|
return MicProcessAsyncClient(
|
|
rate=self.cli_args.mic_command_rate,
|
|
width=self.cli_args.mic_command_width,
|
|
channels=self.cli_args.mic_command_channels,
|
|
samples_per_chunk=self.cli_args.mic_command_samples_per_chunk,
|
|
program=program,
|
|
program_args=program_args,
|
|
)
|
|
|
|
assert self.cli_args.mic_uri
|
|
_LOGGER.debug("Connecting to %s", self.cli_args.mic_uri)
|
|
return AsyncClient.from_uri(self.cli_args.mic_uri)
|
|
|
|
async def _ensure_snd_client(self) -> None:
|
|
"""Create snd client if necessary."""
|
|
if (not self.has_snd) or (self.snd_client is not None):
|
|
return
|
|
|
|
if self.cli_args.snd_command:
|
|
_LOGGER.debug("Running %s", self.cli_args.snd_command)
|
|
program, *program_args = shlex.split(self.cli_args.snd_command)
|
|
self.snd_client = SndProcessAsyncClient(
|
|
rate=self.cli_args.snd_command_rate,
|
|
width=self.cli_args.snd_command_width,
|
|
channels=self.cli_args.snd_command_channels,
|
|
program=program,
|
|
program_args=program_args,
|
|
)
|
|
else:
|
|
_LOGGER.debug("Connecting to %s", self.cli_args.snd_uri)
|
|
self.snd_client = AsyncClient.from_uri(self.cli_args.snd_uri)
|
|
|
|
async def _run_pipeline(self, start_stage: PipelineStage) -> None:
|
|
"""Tell server to start running the pipeline."""
|
|
await self.write_event(
|
|
RunPipeline(
|
|
start_stage=start_stage,
|
|
end_stage=PipelineStage.TTS if self.has_snd else PipelineStage.HANDLE,
|
|
name=self.cli_args.pipeline,
|
|
).event()
|
|
)
|
|
|
|
if self.cli_args.streaming_start_command:
|
|
await self._run_event_command(self.cli_args.streaming_start_command)
|
|
|
|
def _process_mic_audio(self, audio_event: Event) -> Event:
|
|
"""Perform microphone audio processing, if necessary."""
|
|
if not self.has_mic_audio_processing:
|
|
# No processing needed
|
|
return audio_event
|
|
|
|
chunk = AudioChunk.from_event(audio_event)
|
|
audio_bytes = chunk.audio
|
|
|
|
if self.process_webrtc is not None:
|
|
audio_bytes = self.process_webrtc(audio_bytes)
|
|
|
|
if self.mic_volume_multiplier != 1.0:
|
|
audio_bytes = multiply_volume(audio_bytes, self.mic_volume_multiplier)
|
|
|
|
return AudioChunk(
|
|
rate=chunk.rate,
|
|
width=chunk.width,
|
|
channels=chunk.channels,
|
|
audio=audio_bytes,
|
|
).event()
|
|
|
|
def _process_snd_audio(self, audio_event: Event) -> Event:
|
|
"""Perform output audio processing, if necessary."""
|
|
if not self.has_snd_audio_processing:
|
|
# No processing needed
|
|
return audio_event
|
|
|
|
chunk = AudioChunk.from_event(audio_event)
|
|
audio_bytes = chunk.audio
|
|
|
|
if self.snd_volume_multiplier != 1.0:
|
|
audio_bytes = multiply_volume(audio_bytes, self.snd_volume_multiplier)
|
|
|
|
return AudioChunk(
|
|
rate=chunk.rate,
|
|
width=chunk.width,
|
|
channels=chunk.channels,
|
|
audio=audio_bytes,
|
|
).event()
|
|
|
|
async def _forward_event(self, event: Event) -> None:
|
|
"""Forward a Wyoming event to a client and run event commands."""
|
|
if self.cli_args.detection_command and Detection.is_type(event.type):
|
|
# Wake word is detected
|
|
detection = Detection.from_event(event)
|
|
await self._run_event_command(
|
|
self.cli_args.detection_command, detection.name
|
|
)
|
|
elif self.cli_args.transcript_command and Transcript.is_type(event.type):
|
|
# STT text is available
|
|
transcript = Transcript.from_event(event)
|
|
await self._run_event_command(
|
|
self.cli_args.transcript_command, transcript.text
|
|
)
|
|
elif self.cli_args.stt_start_command and VoiceStarted.is_type(event.type):
|
|
# User starts speaking
|
|
await self._run_event_command(self.cli_args.stt_start_command)
|
|
elif self.cli_args.stt_stop_command and VoiceStopped.is_type(event.type):
|
|
# User stops speaking
|
|
await self._run_event_command(self.cli_args.stt_stop_command)
|
|
elif self.cli_args.synthesize_command and Synthesize.is_type(event.type):
|
|
# TTS text is available
|
|
synthesize = Synthesize.from_event(event)
|
|
await self._run_event_command(
|
|
self.cli_args.synthesize_command, synthesize.text
|
|
)
|
|
elif self.cli_args.tts_start_command and AudioStart.is_type(event.type):
|
|
# TTS audio start
|
|
await self._run_event_command(self.cli_args.tts_start_command)
|
|
elif self.cli_args.tts_stop_command and AudioStop.is_type(event.type):
|
|
# TTS audio stop
|
|
await self._run_event_command(self.cli_args.tts_stop_command)
|
|
|
|
if not self.cli_args.event_uri:
|
|
# No external service
|
|
return
|
|
|
|
if self.events_client is None:
|
|
self.events_client = AsyncClient.from_uri(self.cli_args.event_uri)
|
|
_LOGGER.debug("Connecting to %s", self.cli_args.event_uri)
|
|
await self.events_client.connect()
|
|
|
|
assert self.events_client is not None
|
|
await self.events_client.write_event(event)
|
|
|
|
async def _run_event_command(
|
|
self, command: str, command_input: Optional[str] = None
|
|
) -> None:
|
|
"""Run a custom event command with optional input."""
|
|
_LOGGER.debug("Running %s", command)
|
|
program, *program_args = shlex.split(command)
|
|
proc = await asyncio.create_subprocess_exec(
|
|
program, *program_args, stdin=asyncio.subprocess.PIPE
|
|
)
|
|
assert proc.stdin is not None
|
|
|
|
if command_input:
|
|
await proc.communicate(input=command_input.encode("utf-8"))
|
|
else:
|
|
proc.stdin.close()
|
|
await proc.wait()
|
|
|
|
async def _play_wav(self, wav_path: Union[str, Path]) -> None:
|
|
"""Send WAV file to snd client as audio chunks."""
|
|
await self._ensure_snd_client()
|
|
|
|
if self.snd_client is None:
|
|
_LOGGER.debug("Cannot play WAV, no snd service")
|
|
return
|
|
|
|
try:
|
|
async with self.snd_client:
|
|
for event in self._wav_to_events(wav_path):
|
|
await self.snd_client.write_event(event)
|
|
except Exception:
|
|
_LOGGER.exception("Unexpected error while playing WAV: %s", wav_path)
|
|
finally:
|
|
self.snd_client = None
|
|
|
|
def _wav_to_events(
|
|
self, wav_path: Union[str, Path], samples_per_chunk: int = 1024
|
|
) -> Iterator[Event]:
|
|
"""Load WAV audio for playback on an event (wake/done)."""
|
|
with wave.open(str(wav_path), "rb") as wav_file:
|
|
rate = wav_file.getframerate()
|
|
width = wav_file.getsampwidth()
|
|
channels = wav_file.getnchannels()
|
|
|
|
timestamp = 0
|
|
yield AudioStart(
|
|
rate=rate, width=width, channels=channels, timestamp=timestamp
|
|
).event()
|
|
|
|
audio_bytes = wav_file.readframes(samples_per_chunk)
|
|
while audio_bytes:
|
|
if self.snd_volume_multiplier != 1.0:
|
|
audio_bytes = multiply_volume(
|
|
audio_bytes, self.snd_volume_multiplier
|
|
)
|
|
|
|
chunk = AudioChunk(
|
|
rate=rate,
|
|
width=width,
|
|
channels=channels,
|
|
audio=audio_bytes,
|
|
timestamp=timestamp,
|
|
)
|
|
yield chunk.event()
|
|
timestamp += int(chunk.seconds * 1000)
|
|
audio_bytes = wav_file.readframes(samples_per_chunk)
|
|
|
|
yield AudioStop(timestamp=timestamp).event()
|
|
|
|
|
|
# -----------------------------------------------------------------------------
|
|
|
|
|
|
def get_mac_address() -> str:
|
|
"""Return MAC address formatted as hex with no colons."""
|
|
return "".join(
|
|
# pylint: disable=consider-using-f-string
|
|
["{:02x}".format((uuid.getnode() >> ele) & 0xFF) for ele in range(0, 8 * 6, 8)][
|
|
::-1
|
|
]
|
|
)
|
|
|
|
|
|
def needs_webrtc(args: argparse.Namespace) -> bool:
|
|
"""Return True if webrtc must be used."""
|
|
return (args.noise_suppression > 0) or (args.auto_gain > 0)
|
|
|
|
|
|
def needs_silero(args: argparse.Namespace) -> bool:
|
|
"""Return True if silero-vad must be used."""
|
|
return args.vad
|
|
|
|
|
|
class WebRtcAudio:
|
|
"""Audio processing using webrtc."""
|
|
|
|
_sub_chunk_samples: Final = 160 # 10ms @ 16Khz
|
|
_sub_chunk_bytes: Final = _sub_chunk_samples * 2 # 16-bit
|
|
|
|
def __init__(self, auto_gain: int, noise_suppression: int) -> None:
|
|
from webrtc_noise_gain import AudioProcessor
|
|
|
|
self.audio_processor = AudioProcessor(auto_gain, noise_suppression)
|
|
self.audio_buffer = AudioBuffer(self._sub_chunk_bytes)
|
|
|
|
def __call__(self, audio_bytes: bytes) -> bytes:
|
|
"""Process in 10ms chunks."""
|
|
clean_chunk = bytes()
|
|
for sub_chunk in chunk_samples(
|
|
audio_bytes, self._sub_chunk_bytes, self.audio_buffer
|
|
):
|
|
result = self.audio_processor.Process10ms(sub_chunk)
|
|
clean_chunk += result.audio
|
|
|
|
return clean_chunk
|
|
|
|
|
|
class SileroVad:
|
|
"""Voice activity detection with silero VAD."""
|
|
|
|
def __init__(self, threshold: float, trigger_level: int) -> None:
|
|
from pysilero_vad import SileroVoiceActivityDetector
|
|
|
|
self.detector = SileroVoiceActivityDetector()
|
|
self.threshold = threshold
|
|
self.trigger_level = trigger_level
|
|
self._activation = 0
|
|
|
|
def __call__(self, audio_bytes: Optional[bytes]) -> bool:
|
|
if audio_bytes is None:
|
|
# Reset
|
|
self._activation = 0
|
|
return False
|
|
|
|
if self.detector(audio_bytes) >= self.threshold:
|
|
# Speech detected
|
|
self._activation += 1
|
|
if self._activation >= self.trigger_level:
|
|
self._activation = 0
|
|
return True
|
|
else:
|
|
# Silence detected
|
|
self._activation = max(0, self._activation - 1)
|
|
|
|
return False
|
|
|
|
|
|
# -----------------------------------------------------------------------------
|
|
|
|
if __name__ == "__main__":
|
|
try:
|
|
asyncio.run(main())
|
|
except KeyboardInterrupt:
|
|
pass
|