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from fastapi import FastAPI, WebSocket, WebSocketDisconnect
import outetts
import io

# Initialize the interface
interface = outetts.Interface(
    config=outetts.ModelConfig.auto_config(
        model=outetts.Models.VERSION_1_0_SIZE_1B,
        backend=outetts.Backend.LLAMACPP,
        quantization=outetts.LlamaCppQuantization.FP16
    )
)

# Load the default speaker profile
speaker = interface.load_default_speaker("EN-FEMALE-1-NEUTRAL")

app = FastAPI()

@app.get("/")
def greet_json():
    return {"Hello": "World!"}

@app.websocket("/ws/tts")
async def websocket_tts(websocket: WebSocket):
    await websocket.accept()
    try:
        while True:
            # Empfange Text-Chunk vom Client
            data = await websocket.receive_text()
            # Generiere Audio aus Text
            output = interface.generate(
                config=outetts.GenerationConfig(
                    text=data,
                    generation_type=outetts.GenerationType.CHUNKED,
                    speaker=speaker,
                    sampler_config=outetts.SamplerConfig(
                        temperature=0.4
                    ),
                )
            )
            # Schreibe Audio in BytesIO
            audio_buffer = io.BytesIO()
            output.save(audio_buffer)
            audio_bytes = audio_buffer.getvalue()
            # Sende Audiodaten als Bytes zurück
            await websocket.send_bytes(audio_bytes)
    except WebSocketDisconnect:
        pass