app.py

import torch
from TTS.api import TTS
import gradio as gr
device="cuda" if torch.cuda.is_available() else "cpu"

tts=TTS(model_name="voice_conversion_models/multilingual/vctk/freevc24",progress_bar=False).to(device)
path="output.wav"
target_voice=""
source_voice=""
def VoiceClone(source_Uvoice,source_Mvoice,Target_UVoice,Target_MVoive):
    if source_Uvoice is not None:
        source_voice=source_Uvoice
    elif source_Mvoice is not None:
        source_voice=source_Mvoice
    if Target_UVoice is not None:
        target_voice=Target_UVoice
    elif Target_MVoive is not None:
        target_voice=Target_MVoive
    return tts.voice_conversion_to_file(source_wav=source_voice, target_wav=target_voice, file_path=path)


interface=gr.Interface(fn=VoiceClone,inputs=[gr.Audio(type="filepath",         sources="upload",label='Please upload a source voice'),gr.Audio(sources="microphone", type="filepath", streaming=True),gr.Audio(type="filepath",         sources="upload",label='Please upload Target Voice'),gr.Audio(sources="microphone", type="filepath", streaming=True)],
                       outputs=[gr.Audio(type="filepath")],
                      title="Abdul Rehman Voice Cloning and Conversion Tool",
                      description="Change your voice into Target voice tone")
interface.launch(debug=True)