Spaces:
Sleeping
Sleeping
| # EZ-Voice-Clone-From-Long-Text | |
| import gradio as gr | |
| import torch | |
| from pathlib import Path | |
| from pytube import YouTube | |
| from pydub import AudioSegment | |
| from TTS.api import TTS | |
| import uuid | |
| import os | |
| test_audio="./shufflin.wav" | |
| uid = uuid.uuid4() | |
| device = "cuda" if torch.cuda.is_available() else "cpu" | |
| def custom_bark(inp, in_aud=None, trim_aud=None, in_aud_mic=None): | |
| if in_aud_mic != None: | |
| speaker_wav=in_aud_mic | |
| if in_aud !=None and trim_aud==None: | |
| speaker_wav=in_aud | |
| #speaker_wav=Path(f"{uid}-tmp_aud.mp4") | |
| if trim_aud != None: | |
| speaker_wav=Path(f"{uid}-trim.wav") | |
| tts = TTS(model_name="tts_models/multilingual/multi-dataset/your_tts", progress_bar=False).to(device) | |
| tts.tts_to_file(inp, speaker_wav=speaker_wav, language="en", file_path=f"{uid}-output.wav") | |
| return (f"{uid}-output.wav") | |
| def load_video_yt(vid): | |
| yt = YouTube(vid) | |
| vid = yt.streams.filter(progressive=True, file_extension='mp4').order_by('resolution').desc().first().download(filename=f"{uid}-tmp.mp4") | |
| vid_aud = yt.streams.filter(only_audio=True)[0].download(filename=f"{uid}-tmp_aud.mp4") | |
| print (f'Video Length: {yt.length}') | |
| return vid, vid_aud, f"{uid}-tmp_aud.mp4" | |
| def trim_clip(clip, start_t, end_t): | |
| clip = Path(f"{clip}") | |
| song = AudioSegment.from_file(f"{clip}", format="mp4") | |
| #song = AudioSegment.from_file(Path(f"{clip}"), format="mp4") | |
| start_min = int(start_t.split(":",1)[0]) | |
| start_sec = int(start_t.split(":",1)[1]) | |
| end_min = int(end_t.split(":",1)[0]) | |
| end_sec = int(end_t.split(":",1)[1]) | |
| start = ((start_min*60)+start_sec)*1000 | |
| end = ((end_min*60)+end_sec)*1000 | |
| song_clip = song[start: end] | |
| song_clip.export(f"{uid}-trim.wav", format="wav") | |
| print("New Audio file is created and saved") | |
| return f"{uid}-trim.wav" | |
| def pre_aud(inp): | |
| print(inp) | |
| song = AudioSegment.from_file(Path(f'{inp}'), format="mp4") | |
| song.export(f"{uid}-tmp_aud.mp4", format="mp4") | |
| print(f'pre_aud:: {f"{uid}-tmp_aud.mp4"}') | |
| return inp | |
| with gr.Blocks() as app: | |
| with gr.Group(): | |
| with gr.Row(): | |
| in_text = gr.Textbox(lines = 6, max_lines = 20) | |
| with gr.Column(): | |
| alt_go_btn = gr.Button() | |
| out_audio = gr.Audio(interactive=False) | |
| with gr.Group(): | |
| with gr.Row(): | |
| gr.Markdown('''<H1> Audio Source:''') | |
| with gr.Row(): | |
| with gr.Column(): | |
| #in_aud_mic = gr.Audio(source='microphone') | |
| in_aud_file = gr.Audio(label = 'Audio Source', sources=['microphone','upload'], interactive = True,type='filepath', value=test_audio) | |
| aud_file = gr.File(interactive=False,visible=True) | |
| with gr.Row(): | |
| start_time = gr.Textbox(label = "Start", value = "0:00", placeholder = "0:23") | |
| end_time = gr.Textbox(label = "End", value = "0:01", placeholder = "1:12") | |
| trim_clip_btn = gr.Button("Trim Clip") | |
| trim_aud = gr.Audio(label = 'Trimmed Audio Source', sources=['upload'], interactive = False) | |
| with gr.Column(): | |
| in_aud_yt = gr.Textbox(label="YouTube URL") | |
| load_yt_btn = gr.Button("Load URL") | |
| yt_vid = gr.Video(interactive=False) | |
| #in_aud_file.change(pre_aud,in_aud_file,aud_file) | |
| load_yt_btn.click(load_video_yt, in_aud_yt, [yt_vid,in_aud_file,aud_file]) | |
| trim_clip_btn.click(trim_clip,[in_aud_file, start_time, end_time],trim_aud) | |
| alt_go_btn.click(custom_bark, [in_text,in_aud_file,trim_aud], out_audio) | |
| app.launch() |