Spaces:
Runtime error
Runtime error
File size: 2,100 Bytes
061f1ce |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 |
import gradio as gr
import os
import sys
import subprocess
#from moviepy.editor import VideoFileClip
import whisper
from whisper.utils import write_vtt
model = whisper.load_model("small")
def video2mp3(video_file, output_ext="mp3"):
filename, ext = os.path.splitext(video_file)
subprocess.call(["ffmpeg", "-y", "-i", video_file, f"{filename}.{output_ext}"],
stdout=subprocess.DEVNULL,
stderr=subprocess.STDOUT)
return f"{filename}.{output_ext}"
def translate(input_video):
audio_file = video2mp3(input_video)
options = dict(beam_size=5, best_of=5)
translate_options = dict(task="translate", **options)
result = model.transcribe(audio_file,**translate_options)
output_dir = '/content/'
audio_path = audio_file.split(".")[0]
with open(os.path.join(output_dir, audio_path + ".vtt"), "w") as vtt:
write_vtt(result["segments"], file=vtt)
subtitle = audio_path + ".vtt"
output_video = audio_path + "_subtitled.mp4"
os.system(f"ffmpeg -i {input_video} -vf subtitles={subtitle} {output_video}")
return output_video
title = "Add Text/Caption to your YouTube Shorts - MultiLingual"
block = gr.Blocks()
with block:
with gr.Group():
with gr.Box():
with gr.Row().style():
inp_video = gr.Video(
label="Input Video",
type="filepath",
mirror_webcam = False
)
op_video = gr.Video()
btn = gr.Button("Generate Subtitle Video")
btn.click(translate, inputs=[inp_video], outputs=[op_video])
gr.HTML('''
<div class="footer">
<p>Powered by <a href="https://openai.com/" style="text-decoration: underline;" target="_blank">OpenAI</a> - Developed by <a href="https://github.com/Isaakkamau" style="text-decoration: underline;" target="_blank">+254704205553</a>
</p>
</div>
''')
block.launch(debug = True)
|