homeai/homeai-voice/tts/wyoming_kokoro_server.py

#!/usr/bin/env python3
"""Wyoming TTS server backed by Kokoro ONNX.

Usage:
    python wyoming_kokoro_server.py --uri tcp://0.0.0.0:10301 --voice af_heart
"""

import argparse
import asyncio
import logging
import os

import numpy as np

from wyoming.audio import AudioChunk, AudioStart, AudioStop
from wyoming.event import Event
from wyoming.info import Attribution, Info, TtsProgram, TtsVoice, TtsVoiceSpeaker
from wyoming.server import AsyncEventHandler, AsyncServer
from wyoming.tts import Synthesize

_LOGGER = logging.getLogger(__name__)

SAMPLE_RATE = 24000
SAMPLE_WIDTH = 2  # int16
CHANNELS = 1
CHUNK_SECONDS = 1  # stream in 1-second chunks


def _load_kokoro():
    from kokoro_onnx import Kokoro
    model_dir = os.path.expanduser("~/models/kokoro")
    return Kokoro(
        os.path.join(model_dir, "kokoro-v1.0.onnx"),
        os.path.join(model_dir, "voices-v1.0.bin"),
    )


class KokoroEventHandler(AsyncEventHandler):
    def __init__(self, tts, default_voice: str, speed: float, *args, **kwargs):
        super().__init__(*args, **kwargs)
        self._tts = tts
        self._default_voice = default_voice
        self._speed = speed

        # Send info immediately on connect
        asyncio.ensure_future(self._send_info())

    async def _send_info(self):
        info = Info(
            tts=[
                TtsProgram(
                    name="kokoro",
                    description="Kokoro ONNX TTS",
                    attribution=Attribution(
                        name="thewh1teagle/kokoro-onnx",
                        url="https://github.com/thewh1teagle/kokoro-onnx",
                    ),
                    installed=True,
                    version="1.0.0",
                    voices=[
                        TtsVoice(
                            name=self._default_voice,
                            description="Kokoro voice",
                            attribution=Attribution(name="kokoro", url=""),
                            installed=True,
                            languages=["en-us"],
                            version="1.0",
                            speakers=[TtsVoiceSpeaker(name=self._default_voice)],
                        )
                    ],
                )
            ]
        )
        await self.write_event(info.event())

    async def handle_event(self, event: Event) -> bool:
        if Synthesize.is_type(event.type):
            synthesize = Synthesize.from_event(event)
            text = synthesize.text
            voice = self._default_voice

            if synthesize.voice and synthesize.voice.name:
                voice = synthesize.voice.name

            _LOGGER.debug("Synthesizing %r with voice=%s speed=%.1f", text, voice, self._speed)

            try:
                loop = asyncio.get_event_loop()
                samples, sample_rate = await loop.run_in_executor(
                    None, lambda: self._tts.create(text, voice=voice, speed=self._speed)
                )

                samples_int16 = (np.clip(samples, -1.0, 1.0) * 32767).astype(np.int16)
                audio_bytes = samples_int16.tobytes()

                await self.write_event(
                    AudioStart(rate=SAMPLE_RATE, width=SAMPLE_WIDTH, channels=CHANNELS).event()
                )

                chunk_size = SAMPLE_RATE * SAMPLE_WIDTH * CHANNELS * CHUNK_SECONDS
                for i in range(0, len(audio_bytes), chunk_size):
                    await self.write_event(
                        AudioChunk(
                            rate=SAMPLE_RATE,
                            width=SAMPLE_WIDTH,
                            channels=CHANNELS,
                            audio=audio_bytes[i : i + chunk_size],
                        ).event()
                    )

                await self.write_event(AudioStop().event())
                _LOGGER.info("Synthesized %.1fs of audio", len(samples) / sample_rate)

            except Exception:
                _LOGGER.exception("Synthesis error")
                await self.write_event(AudioStop().event())

        return True  # keep connection open


async def main():
    parser = argparse.ArgumentParser()
    parser.add_argument("--uri", default="tcp://0.0.0.0:10301")
    parser.add_argument("--voice", default="af_heart")
    parser.add_argument("--speed", type=float, default=1.0)
    parser.add_argument("--debug", action="store_true")
    args = parser.parse_args()

    logging.basicConfig(
        level=logging.DEBUG if args.debug else logging.INFO,
        format="%(asctime)s %(levelname)s %(name)s %(message)s",
    )

    _LOGGER.info("Loading Kokoro ONNX model...")
    tts = _load_kokoro()
    _LOGGER.info("Kokoro loaded. Starting Wyoming TTS on %s (voice=%s)", args.uri, args.voice)

    server = AsyncServer.from_uri(args.uri)

    def handler_factory(reader, writer):
        return KokoroEventHandler(tts, args.voice, args.speed, reader, writer)

    await server.run(handler_factory)


if __name__ == "__main__":
    asyncio.run(main())