Spaces:
Runtime error
Runtime error
File size: 4,475 Bytes
3b04551 f95be78 7c1d20a 0423904 3b04551 7d21ed5 03e603a ee994fc 365609b 7d21ed5 f95be78 3b04551 f95be78 3b04551 341f056 3b04551 341f056 3b04551 7761659 f81ad55 0eff579 f81ad55 03e603a 341f056 3b04551 415e92e 3b04551 6468b0f 6f33556 128bd47 ebf2b7b 8d5f163 6f33556 128bd47 6468b0f 3b04551 415e92e 8d5f163 |
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 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 |
import time
import json
import os
import pickle
import gradio as gr
import numpy as np
import yt_dlp
import sys
from huggingface_hub import hf_hub_download
embed_html1 = '<iframe width="560" height="315" src="https://www.youtube.com/embed/'
embed_html2 = '" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>'
# NO GPU
os.environ['CUDA_VISIBLE_DEVICES'] = '-1'
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'
#
python_path = hf_hub_download(repo_id=os.environ['REPO_ID'], repo_type="space", filename=os.environ['MODEL_FILE'],
use_auth_token=os.environ['TOKEN'])
sys.path.append(os.environ['PRIVATE_DIR'])
from models import *
def download_audio_(link):
with yt_dlp.YoutubeDL({'extract_audio': True, 'format': 'bestaudio', 'outtmpl': '%(title)s.mp3'}) as video:
info_dict = video.extract_info(link, download = True)
video_title = info_dict['title']
video.download(link)
return video_title
def download_audio(id_video):
id = id_video.split("?v=")[-1][:11]
audio_file = download_audio_(id_video)
audio_file = audio_file+'.mp3'
embed_html_all = embed_html1 + id +embed_html2
return audio_file, audio_file, embed_html_all
def process_url(input_path):
# setup the client
audio_file, audio_file, embed_html_all = download_audio(input_path)
return process(audio_file, embed_html_all)
def process_file(input_path):
return process(input_path, '')[1:]
def process(audio_file, embed_html_all):
emb, ts = get_embed(audio_file)
ind = get_index()
ind_filenames = get_audio_names()
catalog = get_catalog()
_, I = do_search(emb, ind)
top1, top2, top3, top4, top5 = get_top(I, ind_filenames, catalog)
return embed_html_all, top1, top2, top3, top4, top5
poc_examples = [["https://www.youtube.com/watch?v=aNzCDt2eidg"]]
with gr.Blocks() as demo:
with gr.Row():
with gr.Column():
with gr.Row():
#gr.HTML(embed_html)
html = gr.HTML()
with gr.Row():
with gr.Column():
audio_url_input = gr.Textbox(placeholder='YouTube video URL', label='YouTube video URL')
analyze_url_btn = gr.Button('Search from URL')
with gr.Row():
with gr.Column():
audio_input_file = gr.Audio(type="filepath", label='Audio Input')
analyze_file_btn = gr.Button('Search from file')
with gr.Row():
with gr.Column():
'''
gr.HTML("<h3>Top 1</h3>")
top1 = gr.Textbox(label="top1", show_label=False)
gr.HTML("<h3>Top 2</h3>")
top2 = gr.Textbox(label="top2", show_label=False)
gr.HTML("<h3>Top 3</h3>")
top3 = gr.Textbox(label="top3", show_label=False)
gr.HTML("<h3>Top 4</h3>")
top4 = gr.Textbox(label="top4", show_label=False)
gr.HTML("<h3>Top 5</h3>")
top5 = gr.Textbox(label="top5", show_label=False)
'''
top1 = gr.Audio(label="top1", show_label=True)
top2 = gr.Audio(label="top2", show_label=True)
top3 = gr.Audio(label="top3", show_label=True)
top4 = gr.Audio(label="top4", show_label=True)
top5 = gr.Audio(label="top5", show_label=True)
analyze_url_btn.click(process_url, inputs=[audio_url_input],
outputs=[html,top1, top2, top3, top4, top5])
gr.Examples(
examples = [
"https://www.youtube.com/watch?v=aNzCDt2eidg",
"https://www.youtube.com/watch?v=NBE-uBgtINg",
"https://www.youtube.com/watch?v=5NV6Rdv1a3I",
#"https://www.youtube.com/watch?v=OiC1rgCPmUQ",
#"https://www.youtube.com/watch?v=dRX0wDNK6S4",
"https://www.youtube.com/watch?v=Guzu9aAeDIc"],
inputs = [audio_url_input],
outputs = [html,top1, top2, top3, top4, top5],
fn = process_url,
cache_examples=False,
)
analyze_file_btn.click(process_file, inputs=[audio_input_file],
outputs=[top1, top2, top3, top4, top5])
demo.launch(debug=True) |