Files
wyoming-satellite/wyoming_satellite/__main__.py
T
2023-12-10 16:24:04 -06:00

998 lines
38 KiB
Python

#!/usr/bin/env python3
import argparse
import asyncio
import logging
import math
import shlex
import sys
import time
import uuid
import wave
from enum import Enum
from functools import partial
from pathlib import Path
from typing import Callable, Final, Iterator, Optional, Union
from pyring_buffer import RingBuffer
from wyoming.asr import Transcribe, Transcript
from wyoming.audio import AudioChunk, AudioStart, AudioStop
from wyoming.client import AsyncClient
from wyoming.error import Error
from wyoming.event import Event
from wyoming.info import Attribution, Describe, Info, Satellite
from wyoming.mic import MicProcessAsyncClient
from wyoming.pipeline import PipelineStage, RunPipeline
from wyoming.satellite import RunSatellite
from wyoming.server import AsyncEventHandler, AsyncServer, AsyncTcpServer
from wyoming.snd import SndProcessAsyncClient
from wyoming.tts import Synthesize
from wyoming.vad import VoiceStarted, VoiceStopped
from wyoming.wake import Detect, Detection, WakeProcessAsyncClient
from .satellite import (
AlwaysStreamingSatellite,
SatelliteBase,
VadStreamingSatellite,
WakeStreamingSatellite,
)
from .settings import (
EventSettings,
MicSettings,
SatelliteSettings,
SndSettings,
VadSettings,
WakeSettings,
)
from .utils import AudioBuffer, chunk_samples, multiply_volume, run_event_command
_LOGGER = logging.getLogger()
_DIR = Path(__file__).parent
async def main() -> None:
"""Main entry point."""
parser = argparse.ArgumentParser()
# Microphone input
parser.add_argument("--mic-uri", help="URI of Wyoming microphone service")
parser.add_argument("--mic-command", help="Program to run for microphone input")
parser.add_argument(
"--mic-command-rate",
type=int,
default=16000,
help="Sample rate of mic-command (hertz, default: 16000)",
)
parser.add_argument(
"--mic-command-width",
type=int,
default=2,
help="Sample width of mic-command (bytes, default: 2)",
)
parser.add_argument(
"--mic-command-channels",
type=int,
default=1,
help="Sample channels of mic-command (default: 1)",
)
parser.add_argument(
"--mic-command-samples-per-chunk",
type=int,
default=1024,
help="Sample per chunk for mic-command (default: 1024)",
)
parser.add_argument("--mic-volume-multiplier", type=float, default=1.0)
# Sound output
parser.add_argument("--snd-uri", help="URI of Wyoming sound service")
parser.add_argument("--snd-command", help="Program to run for sound output")
parser.add_argument(
"--snd-command-rate",
type=int,
default=22050,
help="Sample rate of snd-command (hertz, default: 22050)",
)
parser.add_argument(
"--snd-command-width",
type=int,
default=2,
help="Sample width of snd-command (bytes, default: 2)",
)
parser.add_argument(
"--snd-command-channels",
type=int,
default=1,
help="Sample channels of snd-command (default: 1)",
)
parser.add_argument("--snd-volume-multiplier", type=float, default=1.0)
# Local wake word detection
parser.add_argument("--wake-uri", help="URI of Wyoming wake word detection service")
parser.add_argument(
"--wake-word-name",
action="append",
default=[],
help="Name of wake word to listen for (requires --wake-uri)",
)
parser.add_argument("--wake-command", help="Program to run for wake word detection")
parser.add_argument(
"--wake-command-rate",
type=int,
default=16000,
help="Sample rate of wake-command (hertz, default: 16000)",
)
parser.add_argument(
"--wake-command-width",
type=int,
default=2,
help="Sample width of wake-command (bytes, default: 2)",
)
parser.add_argument(
"--wake-command-channels",
type=int,
default=1,
help="Sample channels of wake-command (default: 1)",
)
# Voice activity detector
parser.add_argument(
"--vad", action="store_true", help="Wait for speech before streaming audio"
)
parser.add_argument("--vad-threshold", type=float, default=0.5)
parser.add_argument("--vad-trigger-level", type=int, default=1)
parser.add_argument("--vad-buffer-seconds", type=float, default=2)
parser.add_argument(
"--vad-wake-word-timeout",
type=float,
default=5.0,
help="Seconds before going back to waiting for speech when wake word isn't detected",
)
# Audio enhancement (requires webrtc-noise-audio)
parser.add_argument(
"--noise-suppression", type=int, default=0, choices=(0, 1, 2, 3, 4)
)
parser.add_argument("--auto-gain", type=int, default=0, choices=list(range(32)))
# External event handlers
parser.add_argument(
"--event-uri", help="URI of Wyoming service to forward events to"
)
parser.add_argument(
"--startup-command", help="Command run when the satellite starts"
)
parser.add_argument(
"--detect-command", help="Command to run when wake word detection starts"
)
parser.add_argument(
"--detection-command", help="Command to run when wake word is detected"
)
parser.add_argument(
"--transcript-command",
help="Command to run when speech to text transcript is returned",
)
parser.add_argument(
"--stt-start-command",
help="Command to run when the user starts speaking",
)
parser.add_argument(
"--stt-stop-command",
help="Command to run when the user stops speaking",
)
parser.add_argument(
"--synthesize-command",
help="Command to run when text to speech text is returned",
)
parser.add_argument(
"--tts-start-command",
help="Command to run when text to speech response starts",
)
parser.add_argument(
"--tts-stop-command",
help="Command to run when text to speech response stops",
)
parser.add_argument(
"--streaming-start-command",
help="Command to run when audio streaming starts",
)
parser.add_argument(
"--error-command",
help="Command to run when an error occurs",
)
# Sounds
parser.add_argument(
"--awake-wav", help="WAV file to play when wake word is detected"
)
parser.add_argument(
"--done-wav", help="WAV file to play when voice command is done"
)
# Satellite details
parser.add_argument("--uri", default="stdio://", help="unix:// or tcp://")
parser.add_argument("--name", required=True, help="Name of the satellite")
parser.add_argument("--area", help="Area name of the satellite")
# Zeroconf
parser.add_argument(
"--no-zeroconf", action="store_true", help="Disable discovery over zeroconf"
)
parser.add_argument(
"--zeroconf-name",
help="Name used for zeroconf discovery (default: MAC from uuid.getnode)",
)
parser.add_argument(
"--zeroconf-host",
help="Host address for zeroconf discovery (default: detect)",
)
#
parser.add_argument("--debug", action="store_true", help="Log DEBUG messages")
args = parser.parse_args()
# Validate args
if (not args.mic_uri) and (not args.mic_command):
_LOGGER.fatal("Either --mic-uri or --mic-command is required")
sys.exit(1)
if needs_webrtc(args):
try:
import webrtc_noise_gain # noqa: F401
except ImportError:
_LOGGER.fatal("Install extras for webrtc")
sys.exit(1)
if needs_silero(args):
try:
import pysilero_vad # noqa: F401
except ImportError:
_LOGGER.fatal("Install extras for silerovad")
sys.exit(1)
if args.awake_wav and (not Path(args.awake_wav).is_file()):
_LOGGER.fatal("%s does not exist", args.awake_wav)
sys.exit(1)
if args.done_wav and (not Path(args.done_wav).is_file()):
_LOGGER.fatal("%s does not exist", args.done_wav)
sys.exit(1)
if args.vad and (args.wake_uri or args.wake_command):
_LOGGER.warning("VAD is not used with local wake word detection")
logging.basicConfig(level=logging.DEBUG if args.debug else logging.INFO)
_LOGGER.debug(args)
wyoming_info = Info(
satellite=Satellite(
name=args.name,
area=args.area,
description=args.name,
attribution=Attribution(name="", url=""),
installed=True,
)
)
settings = SatelliteSettings(
mic=MicSettings(uri=args.mic_uri, command=_split(args.mic_command)),
vad=VadSettings(
enabled=args.vad,
threshold=args.vad_threshold,
trigger_level=args.vad_trigger_level,
buffer_seconds=args.vad_buffer_seconds,
wake_word_timeout=args.vad_wake_word_timeout,
),
wake=WakeSettings(
uri=args.wake_uri,
command=_split(args.wake_command),
names=args.wake_word_name,
),
snd=SndSettings(uri=args.snd_uri, command=_split(args.snd_command)),
event=EventSettings(
uri=args.event_uri, streaming_start=_split(args.streaming_start_command)
),
)
satellite: SatelliteBase
if settings.wake.enabled:
satellite = WakeStreamingSatellite(settings)
elif settings.vad.enabled:
satellite = VadStreamingSatellite(settings)
else:
satellite = AlwaysStreamingSatellite(settings)
if args.startup_command:
await run_event_command(args.startup_command)
_LOGGER.info("Ready")
# Start server
server = AsyncServer.from_uri(args.uri)
if (not args.no_zeroconf) and isinstance(server, AsyncTcpServer):
from wyoming.zeroconf import register_server
if not args.zeroconf_name:
args.zeroconf_name = get_mac_address()
tcp_server: AsyncTcpServer = server
await register_server(
name=args.zeroconf_name,
port=tcp_server.port,
host=args.zeroconf_host,
)
_LOGGER.debug(
"Zeroconf discovery enabled (name=%s, host=%s)",
args.zeroconf_name,
args.zeroconf_host,
)
satellite_task = asyncio.create_task(satellite.run())
try:
await server.run(partial(SatelliteEventHandler, wyoming_info, satellite, args))
except KeyboardInterrupt:
pass
finally:
await satellite.stop()
await satellite_task
# -----------------------------------------------------------------------------
class SatelliteEventHandler(AsyncEventHandler):
"""Event handler for clients."""
def __init__(
self,
wyoming_info: Info,
satellite: SatelliteBase,
cli_args: argparse.Namespace,
*args,
**kwargs,
) -> None:
super().__init__(*args, **kwargs)
self.cli_args = cli_args
self.wyoming_info_event = wyoming_info.event()
self.client_id = str(time.monotonic_ns())
self.satellite = satellite
# self.is_running = True
# self.state: Optional[Satellite] = None
# self.after_tts_state: Optional[Satellite] = None
# self.satellite_task: Optional[asyncio.Task] = None
# self.mic_volume_multiplier = self.cli_args.mic_volume_multiplier
# self.has_mic_audio_processing = needs_webrtc(self.cli_args) or (
# self.mic_volume_multiplier != 1.0
# )
# self.process_webrtc: Optional[Callable[[bytes], bytes]] = None
# if needs_webrtc(self.cli_args):
# self.process_webrtc = WebRtcAudio(
# self.cli_args.auto_gain, self.cli_args.noise_suppression
# )
# self.has_wake = bool(self.cli_args.wake_uri or self.cli_args.wake_command)
# self.has_snd = bool(self.cli_args.snd_uri or self.cli_args.snd_command)
# self.snd_client: Optional[AsyncClient] = None
# self.snd_volume_multiplier = self.cli_args.snd_volume_multiplier
# self.has_snd_audio_processing = self.snd_volume_multiplier != 1.0
# self.process_vad: Optional[Callable[[Optional[bytes]], bool]] = None
# self.vad_buffer: Optional[RingBuffer] = None
# if needs_silero(self.cli_args):
# self.process_vad = SileroVad(
# self.cli_args.vad_threshold, self.cli_args.vad_trigger_level
# )
# if self.cli_args.vad_buffer_seconds > 0:
# # Assume 16Khz, 16-bit mono samples
# vad_buffer_bytes = int(
# math.ceil(self.cli_args.vad_buffer_seconds * 16000 * 2)
# )
# self.vad_buffer = RingBuffer(vad_buffer_bytes)
# self.events_client: Optional[AsyncClient] = None
# self.server_state = server_state
# self.server_state.current_client_id = self.client_id
_LOGGER.debug("Client connected: %s", self.client_id)
self.satellite.set_server(self.client_id, self.writer)
# self._stop_if_new_client_task = asyncio.create_task(self._stop_if_new_client())
# async def _stop_if_new_client(self) -> None:
# """Stop this event handler if a new client connects."""
# while self.is_running:
# if self.server_state.current_client_id != self.client_id:
# self.is_running = False
# _LOGGER.debug("Detected new client. Stopping old client.")
# else:
# await asyncio.sleep(1)
# -------------------------------------------------------------------------
async def handle_event(self, event: Event) -> bool:
"""Handle events from the server."""
if self.satellite.server_id != self.client_id:
# New connection
return False
if Describe.is_type(event.type):
await self.write_event(self.wyoming_info_event)
_LOGGER.debug("Sent info to client: %s", self.client_id)
return True
await self.satellite.event_from_server(event)
return True
# async def handle_event(self, event: Event) -> bool:
# """Handle events from the server."""
# if Describe.is_type(event.type):
# await self.write_event(self.wyoming_info_event)
# _LOGGER.debug("Sent info to client: %s", self.client_id)
# return True
# if RunSatellite.is_type(event.type) and (self.satellite_task is None):
# if self.has_wake:
# # Local wake word detection
# self.state = SatelliteState.WAKE_START
# self.satellite_task = asyncio.create_task(self.run_satellite_wake())
# else:
# # Remote wake word detection
# self.state = SatelliteState.VAD_RESET
# self.satellite_task = asyncio.create_task(self.run_satellite())
# elif Transcript.is_type(event.type):
# if self.cli_args.done_wav:
# self.state = SatelliteState.PLAYING_AUDIO
# await self._play_wav(self.cli_args.done_wav)
# # STT transcript
# await self._forward_event(event)
# _LOGGER.debug("-> %s", event)
# if self.has_wake:
# # Ready for next wake word detection
# self.state = SatelliteState.WAKE_START
# else:
# self.state = SatelliteState.VAD_RESET
# elif self.has_snd and (
# AudioStart.is_type(event.type)
# or AudioChunk.is_type(event.type)
# or AudioStop.is_type(event.type)
# ):
# if AudioStart.is_type(event.type):
# # TTS start
# await self._ensure_snd_client()
# if self.snd_client is not None:
# await self.snd_client.connect()
# # State will be restored when audio ends
# self.after_tts_state = self.state
# self.state = SatelliteState.PLAYING_AUDIO
# await self._forward_event(event)
# _LOGGER.debug("-> %s", event)
# elif AudioChunk.is_type(event.type) and (self.snd_client is not None):
# # Forward to sound service
# event = self._process_snd_audio(event)
# await self.snd_client.write_event(event)
# elif AudioStop.is_type(event.type):
# # TTS stop
# await self._forward_event(event)
# _LOGGER.debug("-> %s", event)
# if self.snd_client is not None:
# await self.snd_client.disconnect()
# self.snd_client = None
# if self.after_tts_state is not None:
# # Restore state after playing audio
# self.state = self.after_tts_state
# self.after_tts_state = None
# elif Detection.is_type(event.type):
# if self.cli_args.awake_wav:
# last_state = self.state
# self.state = SatelliteState.PLAYING_AUDIO
# await self._play_wav(self.cli_args.awake_wav)
# self.state = last_state
# await self._forward_event(event)
# _LOGGER.debug("-> %s", event)
# elif (
# Detect.is_type(event.type)
# or Transcribe.is_type(event.type)
# or VoiceStarted.is_type(event.type)
# or VoiceStopped.is_type(event.type)
# or Synthesize.is_type(event.type)
# ):
# # Other client events:
# # - Detect for start of wake word detection
# # - Transcribe for when STT starts
# # - VoiceStarted/VoiceStopped for when user starts/stops speaking
# # - Synthesize for TTS text
# await self._forward_event(event)
# _LOGGER.debug("-> %s", event)
# elif Error.is_type(event.type):
# await self._forward_event(event)
# _LOGGER.warning(event)
# else:
# _LOGGER.debug("Unexpected event: type=%s, data=%s", event.type, event.data)
# return True
# async def disconnect(self) -> None:
# self.is_running = False
# # -------------------------------------------------------------------------
# # Tasks
# # -------------------------------------------------------------------------
# async def run_satellite(self) -> None:
# """Task to read mic input and do remote wake word detection."""
# vad_timeout_sec: Optional[float] = None
# try:
# mic_client = self._make_mic_client()
# async with mic_client:
# while self.is_running:
# mic_event = await mic_client.read_event()
# if mic_event is None:
# _LOGGER.warning("Microphone service disconnected")
# break
# if not AudioChunk.is_type(mic_event.type):
# continue
# mic_event = self._process_mic_audio(mic_event)
# if self.state == SatelliteState.VAD_RESET:
# # Reset vad state
# if self.process_vad is not None:
# self.process_vad(None)
# if self.vad_buffer is not None:
# self.vad_buffer.put(bytes(self.vad_buffer.maxlen))
# self.state = SatelliteState.VAD_WAIT
# if self.process_vad is not None:
# _LOGGER.info("Waiting for speech")
# if self.state == SatelliteState.VAD_WAIT:
# if self.process_vad is None:
# # No VAD
# self.state = SatelliteState.ASR
# _LOGGER.info("Streaming audio")
# # Start pipeline
# await self._run_pipeline(PipelineStage.WAKE)
# else:
# # Wait for speech
# chunk = AudioChunk.from_event(mic_event)
# if self.process_vad(chunk.audio):
# # Ready to stream
# self.state = SatelliteState.WAKE
# # Start pipeline
# await self._run_pipeline(PipelineStage.WAKE)
# if self.vad_buffer:
# # Send contents of VAD buffer first
# await self.write_event(
# AudioChunk(
# rate=chunk.rate,
# width=chunk.width,
# channels=chunk.channels,
# audio=self.vad_buffer.getvalue(),
# ).event()
# )
# if self.cli_args.vad_wake_word_timeout is not None:
# # Time in the future when timeout will occur
# vad_timeout_sec = (
# time.monotonic()
# + self.cli_args.vad_wake_word_timeout
# )
# else:
# # No timeout
# vad_timeout_sec = None
# _LOGGER.info("Streaming audio")
# elif self.vad_buffer is not None:
# # Save audio right before speech
# self.vad_buffer.put(chunk.audio)
# if self.state == SatelliteState.WAKE:
# if (vad_timeout_sec is not None) and (
# time.monotonic() >= vad_timeout_sec
# ):
# # Wake word was not detected within timeout
# self.state = SatelliteState.VAD_RESET
# # Cancel current pipeline with audio stop
# chunk = AudioChunk.from_event(mic_event)
# await self.write_event(AudioStop().event())
# continue
# # Remote wake word detection
# await self.write_event(mic_event)
# elif self.state == SatelliteState.ASR:
# # Forward all audio to server
# await self.write_event(mic_event)
# except ConnectionResetError:
# _LOGGER.info("Server disconnected")
# except Exception:
# _LOGGER.exception("Unexpected error in run_satellite")
# async def run_satellite_wake(self) -> None:
# """Task to read mic input and do local wake word detection."""
# try:
# mic_client = self._make_mic_client()
# wake_client = await self._connect_to_wake()
# async with mic_client, wake_client:
# # 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:
# if self.state == SatelliteState.WAKE_START:
# # Send detect event
# _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()
# _LOGGER.debug("<- %s", detect_event)
# await wake_client.write_event(detect_event)
# await self._forward_event(detect_event)
# self.state = SatelliteState.WAKE
# # Wait for mic/wake events
# 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)
# if self.cli_args.awake_wav:
# self.state = SatelliteState.PLAYING_AUDIO
# await self._play_wav(self.cli_args.awake_wav)
# 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 ConnectionResetError:
# _LOGGER.info("Server disconnected")
# except Exception:
# _LOGGER.exception("Unexpected error in run_satellite")
# async def _connect_to_wake(self) -> AsyncClient:
# assert self.cli_args.wake_uri or self.cli_args.wake_command
# if self.cli_args.wake_command:
# _LOGGER.debug("Running %s", self.cli_args.wake_command)
# program, *program_args = shlex.split(self.cli_args.wake_command)
# return WakeProcessAsyncClient(
# rate=self.cli_args.wake_command_rate,
# width=self.cli_args.wake_command_width,
# channels=self.cli_args.wake_command_channels,
# program=program,
# program_args=program_args,
# )
# while True:
# try:
# _LOGGER.debug("Connecting to %s", self.cli_args.wake_uri)
# return AsyncClient.from_uri(self.cli_args.wake_uri)
# except (ConnectionError, OSError):
# _LOGGER.exception(
# "Unexpected error connecting to wake service. "
# "Reconnecting in %s second(s)",
# _WAKE_RECONNECT_SECONDS,
# )
# await asyncio.sleep(_WAKE_RECONNECT_SECONDS)
# # -------------------------------------------------------------------------
# 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,
# ).event()
# )
# if self.cli_args.streaming_start_command:
# await 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.detect_command and Detect.is_type(event.type):
# # Wake word detection started
# await run_event_command(self.cli_args.detect_command)
# elif self.cli_args.detection_command and Detection.is_type(event.type):
# # Wake word is detected
# detection = Detection.from_event(event)
# await 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 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 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 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 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 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 run_event_command(self.cli_args.tts_stop_command)
# elif self.cli_args.error_command and Error.is_type(event.type):
# # Error occurred
# error = Error.from_event(event)
# await run_event_command(self.cli_args.error_command, error.text)
# 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 _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
def _split(command: Optional[str]) -> Optional[List[str]]:
if not command:
return None
return shlex.split(command)
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
# -----------------------------------------------------------------------------
if __name__ == "__main__":
try:
asyncio.run(main())
except KeyboardInterrupt:
pass