Comment all code
Browse files- subtify.py +435 -435
subtify.py
CHANGED
@@ -1,442 +1,442 @@
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import os
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import torch
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from time import sleep
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from tqdm import tqdm
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import argparse
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import gradio as gr
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# import
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from
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import
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def
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def get_audio_and_video_from_video(url, stream_page):
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def trascribe_audio(audio_path, source_languaje):
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def translate_transcription(original_audio_transcribed_path, source_languaje, target_languaje):
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def add_translated_subtitles_to_video(original_video_path, original_audio_path, original_audio_translated_path):
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def subtify():
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with gr.Blocks() as demo:
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import gradio as gr
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# import os
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# import torch
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# from time import sleep
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# from tqdm import tqdm
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# import argparse
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# from lang_list import union_language_dict
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# # import pyperclip
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# from pytube import YouTube
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# import re
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# NUMBER = 100
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# DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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# # DEVICE = "cpu"
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# DOWNLOAD = True
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# SLICE_AUDIO = False
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# SEPARE_VOCALS = False
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# TRANSCRIBE_AUDIO = False
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# CONCATENATE_TRANSCRIPTIONS = False
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# TRANSLATE_TRANSCRIPTIONS = False
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# ADD_SUBTITLES_TO_VIDEO = False
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# REMOVE_FILES = False
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# REMOVE_ALL = False
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# if SEPARE_VOCALS:
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# SECONDS = 150
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# else:
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# SECONDS = 300
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# YOUTUBE = "youtube"
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# TWITCH = "twitch"
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# ERROR = "error"
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# language_dict = union_language_dict()
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# def subtify_no_ui():
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# number_works = 7
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# progress_bar = tqdm(total=number_works, desc="Subtify")
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# ################## Download video and audio ##################
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# if DOWNLOAD:
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# print('*'*NUMBER)
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# # url = "https://www.twitch.tv/videos/1936119752" # twitch Rob Mula 2 horas
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# # url = "https://www.youtube.com/watch?v=yX5EJf4R77s" # ✅ debate, varios hablantes, 3 minutos
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# # url = "https://www.youtube.com/watch?v=cgx0QnXo1OU" # ✅ smart home, un solo hablante, 4:42 minutos
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# url = "https://www.youtube.com/watch?v=dgOBxhi19T8" # ✅ rob mula, muchos hablantes, 4:28 minutos
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# # url = "https://www.youtube.com/watch?v=Coj72EzmX20" # rob mula, un solo hablante, 16 minutos
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# # url = "https://www.youtube.com/watch?v=Tqth0fKo0_g" # Conversación short
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# print(f"Downloading video and audio from {url}")
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# python_file = "download.py"
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# command = f"python {python_file} {url}"
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# os.system(command)
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# sleep(5)
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# print('*'*NUMBER)
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# print("\n\n")
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# progress_bar.update(1)
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# ################## Slice audio ##################
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# if SLICE_AUDIO:
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# print('*'*NUMBER)
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# print("Slicing audio")
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# python_file = "slice_audio.py"
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# audio = "audios/download_audio.mp3"
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# command = f"python {python_file} {audio} {SECONDS}"
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# os.system(command)
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# print('*'*NUMBER)
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# print("\n\n")
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# progress_bar.update(1)
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# ################## Get vocals ##################
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# chunck_file = "chunks/output_files.txt"
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# print('*'*NUMBER)
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# if SEPARE_VOCALS:
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# print("Get vocals")
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# python_file = "separe_vocals.py"
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# command = f"python {python_file} {chunck_file} {DEVICE}"
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# os.system(command)
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# if REMOVE_FILES:
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# with open(chunck_file, 'r') as f:
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# files = f.read().splitlines()
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# for file in files:
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# command = f"rm {file}"
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# os.system(command)
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# else:
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# print("Moving chunks")
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# folder_vocals = "vocals"
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# folder_chunck = "chunks"
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# with open(f"{folder_vocals}/speakers.txt", 'w') as f:
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# f.write(str(0))
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# if REMOVE_FILES:
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# command = f"mv {folder_chunck}/*.mp3 {folder_vocals}/"
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# os.system(command)
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# else:
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# command = f"cp {folder_chunck}/*.mp3 {folder_vocals}/"
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# os.system(command)
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# print('*'*NUMBER)
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# print("\n\n")
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# progress_bar.update(1)
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# ################# Transcript vocals ##################
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# speakers_file = "vocals/speakers.txt"
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# if TRANSCRIBE_AUDIO:
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# print('*'*NUMBER)
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# print("Transcript vocals")
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# python_file = "transcribe.py"
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# language = "English"
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# command = f"python {python_file} {chunck_file} {language} {speakers_file} {DEVICE} {not SEPARE_VOCALS}"
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# os.system(command)
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# if REMOVE_FILES:
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# vocals_folder = "vocals"
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# with open(chunck_file, 'r') as f:
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# files = f.read().splitlines()
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# with open(speakers_file, 'r') as f:
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# speakers = f.read().splitlines()
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# speakers = int(speakers[0])
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# for file in files:
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# if speakers > 0:
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# vocals_extension = "wav"
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# for i in range(speakers):
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# file_name, _ = file.split(".")
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# _, file_name = file_name.split("/")
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# vocal = f'{vocals_folder}/{file_name}_speaker{i:003d}.{vocals_extension}'
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# command = f"rm {vocal}"
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# os.system(command)
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# else:
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# vocals_extension = "mp3"
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# file_name, _ = file.split(".")
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# _, file_name = file_name.split("/")
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# vocal = f'{vocals_folder}/{file_name}.{vocals_extension}'
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# command = f"rm {vocal}"
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# os.system(command)
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# print('*'*NUMBER)
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# print("\n\n")
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# progress_bar.update(1)
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# ################## Concatenate transcriptions ##################
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# if CONCATENATE_TRANSCRIPTIONS:
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# print('*'*NUMBER)
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# print("Concatenate transcriptions")
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# python_file = "concat_transcriptions.py"
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# command = f"python {python_file} {chunck_file} {SECONDS} {speakers_file}"
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# os.system(command)
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# if REMOVE_FILES:
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# with open(chunck_file, 'r') as f:
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# files = f.read().splitlines()
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# for file in files:
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# file_name, _ = file.split(".")
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# _, file_name = file_name.split("/")
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# transcriptions_folder = "transcriptions"
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# transcription_extension = "srt"
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# command = f"rm {transcriptions_folder}/{file_name}.{transcription_extension}"
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# os.system(command)
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# print('*'*NUMBER)
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# print("\n\n")
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# progress_bar.update(1)
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+
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156 |
+
# ################## Translate transcription ##################
|
157 |
+
# target_languaje = "Español"
|
158 |
+
# if TRANSLATE_TRANSCRIPTIONS:
|
159 |
+
# print('*'*NUMBER)
|
160 |
+
# print("Translate transcription")
|
161 |
+
# transcription_file = "concatenated_transcriptions/download_audio.srt"
|
162 |
+
# source_languaje = "English"
|
163 |
+
# python_file = "translate_transcriptions.py"
|
164 |
+
# command = f"python {python_file} {transcription_file} --source_languaje {source_languaje} --target_languaje {target_languaje} --device {DEVICE}"
|
165 |
+
# os.system(command)
|
166 |
+
# if REMOVE_FILES:
|
167 |
+
# command = f"rm {transcription_file}"
|
168 |
+
# os.system(command)
|
169 |
+
# print('*'*NUMBER)
|
170 |
+
# print("\n\n")
|
171 |
+
# progress_bar.update(1)
|
172 |
+
|
173 |
+
# ################## Add subtitles to video ##################
|
174 |
+
# if ADD_SUBTITLES_TO_VIDEO:
|
175 |
+
# print('*'*NUMBER)
|
176 |
+
# print("Add subtitles to video")
|
177 |
+
# python_file = "add_subtitles_to_video.py"
|
178 |
+
# transcription_file = f"translated_transcriptions/download_audio_{target_languaje}.srt"
|
179 |
+
# input_video_file = "videos/download_video.mp4"
|
180 |
+
# input_audio_file = "audios/download_audio.mp3"
|
181 |
+
# command = f"python {python_file} {transcription_file} {input_video_file} {input_audio_file}"
|
182 |
+
# os.system(command)
|
183 |
+
# if REMOVE_FILES:
|
184 |
+
# command = f"rm {input_video_file}"
|
185 |
+
# os.system(command)
|
186 |
+
# command = f"rm {input_audio_file}"
|
187 |
+
# os.system(command)
|
188 |
+
# command = f"rm {transcription_file}"
|
189 |
+
# os.system(command)
|
190 |
+
# command = f"rm chunks/output_files.txt"
|
191 |
+
# os.system(command)
|
192 |
+
# command = f"rm vocals/speakers.txt"
|
193 |
+
# os.system(command)
|
194 |
+
# print('*'*NUMBER)
|
195 |
+
# print("\n\n")
|
196 |
+
# progress_bar.update(1)
|
197 |
+
|
198 |
+
# ################## Remove all ##################
|
199 |
+
# if REMOVE_ALL:
|
200 |
+
# command = f"rm audios/*"
|
201 |
+
# os.system(command)
|
202 |
+
# command = f"rm chunks/*"
|
203 |
+
# os.system(command)
|
204 |
+
# command = f"rm concatenated_transcriptions/*"
|
205 |
+
# os.system(command)
|
206 |
+
# command = f"rm transcriptions/*"
|
207 |
+
# os.system(command)
|
208 |
+
# command = f"rm translated_transcriptions/*"
|
209 |
+
# os.system(command)
|
210 |
+
# # Check if videos/download_video.mp4 exists
|
211 |
+
# if os.path.isfile("videos/download_video.mp4"):
|
212 |
+
# command = f"rm videos/download_video.mp4"
|
213 |
+
# os.system(command)
|
214 |
+
# # command = f"rm videos/*"
|
215 |
+
# # os.system(command)
|
216 |
+
# command = f"rm vocals/*"
|
217 |
+
# os.system(command)
|
218 |
+
|
219 |
+
# # def copy_url_from_clipboard():
|
220 |
+
# # return pyperclip.paste()
|
221 |
+
|
222 |
+
# def clear_video_url():
|
223 |
+
# visible = False
|
224 |
+
# image = gr.Image(visible=visible, scale=1)
|
225 |
+
# source_languaje = gr.Dropdown(visible=visible, label="Source languaje", show_label=True, value="English", choices=language_dict, scale=1, interactive=True)
|
226 |
+
# target_languaje = gr.Dropdown(visible=visible, label="Target languaje", show_label=True, value="Español", choices=language_dict, scale=1, interactive=True)
|
227 |
+
# translate_button = gr.Button(size="lg", value="translate", min_width="10px", scale=0, visible=visible)
|
228 |
+
# original_audio = gr.Audio(label="Original audio", elem_id="original_audio", visible=visible, interactive=False)
|
229 |
+
# original_audio_transcribed = gr.Textbox(label="Original audio transcribed", elem_id="original_audio_transcribed", interactive=False, visible=visible)
|
230 |
+
# original_audio_translated = gr.Textbox(label="Original audio translated", elem_id="original_audio_translated", interactive=False, visible=visible)
|
231 |
+
# return (
|
232 |
+
# "",
|
233 |
+
# image,
|
234 |
+
# source_languaje,
|
235 |
+
# target_languaje,
|
236 |
+
# translate_button,
|
237 |
+
# original_audio,
|
238 |
+
# original_audio_transcribed,
|
239 |
+
# original_audio_translated,
|
240 |
+
# )
|
241 |
+
|
242 |
+
# def get_youtube_thumbnail(url):
|
243 |
+
# yt = YouTube(url)
|
244 |
+
# thumbnail_url = yt.thumbnail_url
|
245 |
+
# return thumbnail_url
|
246 |
+
|
247 |
+
# def is_valid_youtube_url(url):
|
248 |
+
# patron_youtube = r'(https?://)?(www\.)?(youtube\.com/watch\?v=|youtu\.be/)[\w-]+'
|
249 |
+
# if not re.match(patron_youtube, url):
|
250 |
+
# return False
|
251 |
+
# return True
|
252 |
+
|
253 |
+
# def is_valid_url(url):
|
254 |
+
# source_languaje = gr.Dropdown(visible=True, label="Source languaje", show_label=True, value="English", choices=language_dict, scale=1, interactive=True)
|
255 |
+
# target_languaje = gr.Dropdown(visible=True, label="Target languaje", show_label=True, value="Español", choices=language_dict, scale=1, interactive=True)
|
256 |
+
# translate_button = gr.Button(size="lg", value="translate", min_width="10px", scale=0, visible=True)
|
257 |
+
# original_audio = gr.Audio(label="Original audio", elem_id="original_audio", visible=True, interactive=False)
|
258 |
+
# original_audio_transcribed = gr.Textbox(label="Original audio transcribed", elem_id="original_audio_transcribed", interactive=False, visible=True)
|
259 |
+
# original_audio_translated = gr.Textbox(label="Original audio translated", elem_id="original_audio_translated", interactive=False, visible=True)
|
260 |
+
# subtitled_video = gr.Video(label="Subtitled video", elem_id="subtitled_video", visible=True, interactive=False)
|
261 |
+
|
262 |
+
# # Youtube
|
263 |
+
# if "youtube" in url.lower() or "youtu.be" in url.lower():
|
264 |
+
# if is_valid_youtube_url(url):
|
265 |
+
# thumbnail = get_youtube_thumbnail(url)
|
266 |
+
# if thumbnail:
|
267 |
+
# return (
|
268 |
+
# gr.Image(value=thumbnail, visible=True, show_download_button=False, container=False),
|
269 |
+
# source_languaje,
|
270 |
+
# target_languaje,
|
271 |
+
# translate_button,
|
272 |
+
# gr.Textbox(value=YOUTUBE, label="Stream page", elem_id="stream_page", visible=False),
|
273 |
+
# original_audio,
|
274 |
+
# original_audio_transcribed,
|
275 |
+
# original_audio_translated,
|
276 |
+
# subtitled_video
|
277 |
+
# )
|
278 |
+
# else:
|
279 |
+
# return (
|
280 |
+
# gr.Image(value="assets/youtube-no-thumbnails.webp", visible=True, show_download_button=False, container=False),
|
281 |
+
# source_languaje,
|
282 |
+
# target_languaje,
|
283 |
+
# translate_button,
|
284 |
+
# gr.Textbox(value=YOUTUBE, label="Stream page", elem_id="stream_page", visible=False),
|
285 |
+
# original_audio,
|
286 |
+
# original_audio_transcribed,
|
287 |
+
# original_audio_translated,
|
288 |
+
# subtitled_video
|
289 |
+
# )
|
290 |
|
291 |
+
# # Twitch
|
292 |
+
# elif "twitch" in url.lower() or "twitch.tv" in url.lower():
|
293 |
+
# return (
|
294 |
+
# gr.Image(value="assets/twitch.webp", visible=True, show_download_button=False, container=False),
|
295 |
+
# source_languaje,
|
296 |
+
# target_languaje,
|
297 |
+
# translate_button,
|
298 |
+
# gr.Textbox(value=TWITCH, label="Stream page", elem_id="stream_page", visible=False),
|
299 |
+
# original_audio,
|
300 |
+
# original_audio_transcribed,
|
301 |
+
# original_audio_translated,
|
302 |
+
# subtitled_video
|
303 |
+
# )
|
304 |
|
305 |
+
# # Error
|
306 |
+
# visible = False
|
307 |
+
# image = gr.Image(value="assets/youtube_error.webp", visible=visible, show_download_button=False, container=False)
|
308 |
+
# source_languaje = gr.Dropdown(visible=visible, label="Source languaje", show_label=True, value="English", choices=language_dict, scale=1, interactive=True)
|
309 |
+
# target_languaje = gr.Dropdown(visible=visible, label="Target languaje", show_label=True, value="Español", choices=language_dict, scale=1, interactive=True)
|
310 |
+
# translate_button = gr.Button(size="lg", value="translate", min_width="10px", scale=0, visible=visible)
|
311 |
+
# stream_page = gr.Textbox(value=ERROR, label="Stream page", elem_id="stream_page", visible=visible)
|
312 |
+
# original_audio = gr.Audio(label="Original audio", elem_id="original_audio", visible=visible, interactive=False)
|
313 |
+
# original_audio_transcribed = gr.Textbox(label="Original audio transcribed", elem_id="original_audio_transcribed", interactive=False, visible=visible)
|
314 |
+
# original_audio_translated = gr.Textbox(label="Original audio translated", elem_id="original_audio_translated", interactive=False, visible=visible)
|
315 |
+
# subtitled_video = gr.Video(label="Subtitled video", elem_id="subtitled_video", visible=visible, interactive=False)
|
316 |
+
# return (
|
317 |
+
# image,
|
318 |
+
# source_languaje,
|
319 |
+
# target_languaje,
|
320 |
+
# translate_button,
|
321 |
+
# stream_page,
|
322 |
+
# original_audio,
|
323 |
+
# original_audio_transcribed,
|
324 |
+
# original_audio_translated,
|
325 |
+
# subtitled_video
|
326 |
+
# )
|
327 |
+
|
328 |
+
# def get_audio_and_video_from_video(url, stream_page):
|
329 |
+
# python_file = "download.py"
|
330 |
+
# command = f"python {python_file} {url}"
|
331 |
+
# os.system(command)
|
332 |
+
# # sleep(5)
|
333 |
+
|
334 |
+
# audio = "audios/download_audio.mp3"
|
335 |
+
# video = "videos/download_video.mp4"
|
336 |
+
|
337 |
+
# return (
|
338 |
+
# gr.Audio(value=audio, label="Original audio", elem_id="original_audio", visible=True, interactive=False),
|
339 |
+
# gr.Textbox(value=audio, label="Original audio path", elem_id="original_audio_path", visible=False),
|
340 |
+
# gr.Textbox(value=video, label="Original video path", elem_id="original_video_path", visible=False)
|
341 |
+
# )
|
342 |
+
|
343 |
+
# def trascribe_audio(audio_path, source_languaje):
|
344 |
+
# python_file = "slice_audio.py"
|
345 |
+
# command = f"python {python_file} {audio_path} {SECONDS}"
|
346 |
+
# os.system(command)
|
347 |
+
|
348 |
+
# folder_vocals = "vocals"
|
349 |
+
# folder_chunck = "chunks"
|
350 |
+
# with open(f"{folder_vocals}/speakers.txt", 'w') as f:
|
351 |
+
# f.write(str(0))
|
352 |
+
# command = f"mv {folder_chunck}/*.mp3 {folder_vocals}/"
|
353 |
+
# os.system(command)
|
354 |
+
|
355 |
+
# python_file = "transcribe.py"
|
356 |
+
# chunck_file = "chunks/output_files.txt"
|
357 |
+
# speakers_file = "vocals/speakers.txt"
|
358 |
+
# command = f"python {python_file} {chunck_file} {source_languaje} {speakers_file} {DEVICE} {not SEPARE_VOCALS}"
|
359 |
+
# os.system(command)
|
360 |
+
# with open(chunck_file, 'r') as f:
|
361 |
+
# files = f.read().splitlines()
|
362 |
+
# with open(speakers_file, 'r') as f:
|
363 |
+
# speakers = f.read().splitlines()
|
364 |
+
# speakers = int(speakers[0])
|
365 |
+
# for file in files:
|
366 |
+
# if speakers > 0:
|
367 |
+
# vocals_extension = "wav"
|
368 |
+
# for i in range(speakers):
|
369 |
+
# file_name, _ = file.split(".")
|
370 |
+
# _, file_name = file_name.split("/")
|
371 |
+
# vocal = f'{folder_vocals}/{file_name}_speaker{i:003d}.{vocals_extension}'
|
372 |
+
# command = f"rm {vocal}"
|
373 |
+
# os.system(command)
|
374 |
+
# else:
|
375 |
+
# vocals_extension = "mp3"
|
376 |
+
# file_name, _ = file.split(".")
|
377 |
+
# _, file_name = file_name.split("/")
|
378 |
+
# vocal = f'{folder_vocals}/{file_name}.{vocals_extension}'
|
379 |
+
# command = f"rm {vocal}"
|
380 |
+
# os.system(command)
|
381 |
+
|
382 |
+
# python_file = "concat_transcriptions.py"
|
383 |
+
# command = f"python {python_file} {chunck_file} {SECONDS} {speakers_file}"
|
384 |
+
# os.system(command)
|
385 |
+
# with open(chunck_file, 'r') as f:
|
386 |
+
# files = f.read().splitlines()
|
387 |
+
# for file in files:
|
388 |
+
# file_name, _ = file.split(".")
|
389 |
+
# _, file_name = file_name.split("/")
|
390 |
+
# transcriptions_folder = "transcriptions"
|
391 |
+
# transcription_extension = "srt"
|
392 |
+
# command = f"rm {transcriptions_folder}/{file_name}.{transcription_extension}"
|
393 |
+
# os.system(command)
|
394 |
+
|
395 |
+
# audio_transcribed = "concatenated_transcriptions/download_audio.srt"
|
396 |
+
# with open(audio_transcribed, 'r') as f:
|
397 |
+
# result = f.read()
|
398 |
+
|
399 |
+
# return (
|
400 |
+
# result,
|
401 |
+
# gr.Textbox(value=audio_transcribed, label="Original audio transcribed", elem_id="original_audio_transcribed", visible=False)
|
402 |
+
# )
|
403 |
+
|
404 |
+
# def translate_transcription(original_audio_transcribed_path, source_languaje, target_languaje):
|
405 |
+
# python_file = "translate_transcriptions.py"
|
406 |
+
# command = f"python {python_file} {original_audio_transcribed_path} --source_languaje {source_languaje} --target_languaje {target_languaje} --device {DEVICE}"
|
407 |
+
# os.system(command)
|
408 |
+
|
409 |
+
# translated_transcription = f"translated_transcriptions/download_audio_{target_languaje}.srt"
|
410 |
+
# with open(translated_transcription, 'r') as f:
|
411 |
+
# result = f.read()
|
412 |
+
# transcription_file = "concatenated_transcriptions/download_audio.srt"
|
413 |
+
# command = f"rm {transcription_file}"
|
414 |
+
# os.system(command)
|
415 |
+
|
416 |
+
# return (
|
417 |
+
# result,
|
418 |
+
# gr.Textbox(value=translated_transcription, label="Original audio translated", elem_id="original_audio_translated", visible=False)
|
419 |
+
# )
|
420 |
+
|
421 |
+
# def add_translated_subtitles_to_video(original_video_path, original_audio_path, original_audio_translated_path):
|
422 |
+
# python_file = "add_subtitles_to_video.py"
|
423 |
+
# command = f"python {python_file} {original_audio_translated_path} {original_video_path} {original_audio_path}"
|
424 |
+
# os.system(command)
|
425 |
+
|
426 |
+
# command = f"rm {original_video_path}"
|
427 |
+
# os.system(command)
|
428 |
+
# command = f"rm {original_audio_path}"
|
429 |
+
# os.system(command)
|
430 |
+
# command = f"rm {original_audio_translated_path}"
|
431 |
+
# os.system(command)
|
432 |
+
# command = f"rm chunks/output_files.txt"
|
433 |
+
# os.system(command)
|
434 |
+
# command = f"rm vocals/speakers.txt"
|
435 |
+
# os.system(command)
|
436 |
+
|
437 |
+
# subtitled_video = "videos/download_video_with_subtitles.mp4"
|
438 |
|
439 |
+
# return gr.Video(value=subtitled_video, label="Subtitled video", elem_id="subtitled_video", visible=True, interactive=False)
|
440 |
|
441 |
def subtify():
|
442 |
with gr.Blocks() as demo:
|