app.py

import os
import uuid
import shutil
import gradio as gr
from fastapi import FastAPI, UploadFile, File
from fastapi.responses import FileResponse
from core.cloner import KokoClone
import uvicorn

print("Loading model...")
cloner = KokoClone()

# -----------------------------
# FastAPI
# -----------------------------
app = FastAPI()


# -----------------------------
# API ROUTE
# -----------------------------
@app.post("/clone")
async def clone_voice(
    source_audio: UploadFile = File(...),
    reference_audio: UploadFile = File(...)
):

    source_path = f"source_{uuid.uuid4().hex}.wav"
    ref_path = f"ref_{uuid.uuid4().hex}.wav"
    output_path = f"output_{uuid.uuid4().hex}.wav"

    try:
        # save uploaded files
        with open(source_path, "wb") as f:
            shutil.copyfileobj(source_audio.file, f)

        with open(ref_path, "wb") as f:
            shutil.copyfileobj(reference_audio.file, f)

        # convert
        cloner.convert(
            source_audio=source_path,
            reference_audio=ref_path,
            output_path=output_path
        )

        return FileResponse(
            output_path,
            media_type="audio/wav",
            filename="output.wav"
        )

    except Exception as e:
        return {"error": str(e)}

    finally:
        # cleanup input files
        for p in [source_path, ref_path]:
            if os.path.exists(p):
                os.remove(p)


# -----------------------------
# GRADIO UI
# -----------------------------
def convert_voice(source_audio_path, ref_audio_path):

    output_file = f"converted_{uuid.uuid4().hex}.wav"

    cloner.convert(
        source_audio=source_audio_path,
        reference_audio=ref_audio_path,
        output_path=output_file
    )

    return output_file


with gr.Blocks() as demo:

    gr.Markdown("# Voice Clone")

    with gr.Row():

        with gr.Column():

            source_audio = gr.Audio(
                label="Source Audio",
                type="filepath"
            )

            reference_audio = gr.Audio(
                label="Reference Audio",
                type="filepath"
            )

            btn = gr.Button("Clone")

        with gr.Column():

            output_audio = gr.Audio(label="Output")

    btn.click(
        fn=convert_voice,
        inputs=[source_audio, reference_audio],
        outputs=output_audio
    )


# mount gradio at /ui
app = gr.mount_gradio_app(app, demo, path="/ui")

if __name__ == "__main__":
    uvicorn.run(app, host="0.0.0.0", port=7860)