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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 | |
uid = uuid.uuid4() | |
device = "cuda" if torch.cuda.is_available() else "cpu" | |
def custom_bark(inp, in_aud, trim_aud=None): | |
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"{uid}-tmp_aud.mp4") | |
song = AudioSegment.from_file(f"{uid}-tmp_aud.mp4", 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" | |
with gr.Blocks() as app: | |
with gr.Box(): | |
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.Box(): | |
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', source='upload', interactive = True) | |
aud_file = gr.File(interactive=False,visible=False) | |
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', source='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(interactiv=False) | |
load_yt_btn.click(load_video_yt, in_aud_yt, [yt_vid,in_aud_file,aud_file]) | |
trim_clip_btn.click(trim_clip,[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() |