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import gradio as gr | |
import yt_dlp as youtube_dl | |
import tempfile | |
import os | |
YT_LENGTH_LIMIT_S = 3600 | |
FILE_LIMIT_MB = 1000 | |
MODEL_NAME = "Wisper" | |
def _return_yt_html_embed(yt_url): | |
video_id = yt_url.split("?v=")[-1] | |
HTML_str = ( | |
f'<center> <iframe width="500" height="320" src="https://www.youtube.com/embed/{video_id}"> </iframe>' | |
" </center>" | |
) | |
return HTML_str | |
def yt_transcribe(yt_url, max_filesize=75.0): | |
html_embed_str = _return_yt_html_embed(yt_url) | |
# with tempfile.TemporaryDirectory() as tmpdirname: | |
# filepath = os.path.join(tmpdirname, "video.mp4") | |
# download_yt_audio(yt_url, filepath) | |
# with open(filepath, "rb") as f: | |
# inputs = f.read() | |
# inputs = ffmpeg_read(inputs, pipe.feature_extractor.sampling_rate) | |
# inputs = {"array": inputs, "sampling_rate": pipe.feature_extractor.sampling_rate} | |
# text = pipe(inputs, batch_size=BATCH_SIZE, generate_kwargs={"task": task}, return_timestamps=True)["text"] | |
return html_embed_str#, text | |
demo = gr.Blocks() | |
url = gr.Textbox(lines=1, placeholder="Paste the URL to a YouTube video here", label="YouTube URL"), | |
yt_transcribe = gr.Interface( | |
fn=yt_transcribe, | |
inputs=[ | |
# gr.inputs.Textbox(lines=1, placeholder="Paste the URL to a YouTube video here", label="YouTube URL"), | |
url | |
# gr.inputs.Radio(["transcribe", "translate"], label="Task", default="transcribe") | |
], | |
# outputs=["html", "text"], | |
outputs=["html"], | |
layout="horizontal", | |
theme="huggingface", | |
title="YouTube Video Viwer", | |
description=( | |
"Transcribe long-form YouTube videos with the click of a button! Demo uses the checkpoint" | |
f" [{MODEL_NAME}](https://huggingface.co/{MODEL_NAME}) and π€ Transformers to transcribe video files of" | |
" arbitrary length." | |
), | |
allow_flagging="never", | |
).launch(enable_queue=True) | |
# with demo: | |
# # gr.TabbedInterface([mf_transcribe, file_transcribe, yt_transcribe], ["Microphone", "Audio file", "YouTube"]) | |
# gr.TabbedInterface([yt_transcribe], ["YouTube"]) | |
# demo.launch(enable_queue=True) |