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| import gradio as gr | |
| from transformers import pipeline | |
| import numpy as np | |
| import requests | |
| import subprocess | |
| import os | |
| import urllib.parse | |
| term = 9 | |
| transcriber = pipeline("automatic-speech-recognition", model="filipzawadka/whisper-small-pl-2") | |
| #transcriber = pipeline("automatic-speech-recognition", model="openai/whisper-small.en") | |
| def offset_time(link, start_offset, clip_length): | |
| # Parse the URL | |
| parsed_url = urllib.parse.urlparse(link) | |
| query_params = urllib.parse.parse_qs(parsed_url.query) | |
| # Change the start and stop time by a set number | |
| # For example, adding 1000 to both start and stop times | |
| start_time = int(query_params['startTime'][0]) + start_offset | |
| stop_time = start_time + clip_length | |
| # Rebuild the query with the new times | |
| new_query_params = {'startTime': [str(start_time)], 'stopTime': [str(stop_time)]} | |
| new_query = urllib.parse.urlencode(new_query_params, doseq=True) | |
| # Rebuild the entire URL | |
| return urllib.parse.urlunparse(( | |
| parsed_url.scheme, | |
| parsed_url.netloc, | |
| parsed_url.path, | |
| parsed_url.params, | |
| new_query, | |
| parsed_url.fragment | |
| )) | |
| def get_sejm_videos(term): | |
| # Replace 'term9' with the desired term | |
| url = f"https://api.sejm.gov.pl/sejm/term{term}/videos" | |
| # Send a GET request to the API | |
| response = requests.get(url) | |
| # Check if the request was successful | |
| if response.status_code == 200: | |
| return response.json() | |
| else: | |
| return f"Error: {response.status_code}" | |
| def get_today_sejm_videos(term): | |
| # Replace 'term9' with the desired term | |
| url = f"https://api.sejm.gov.pl/sejm/term{term}/videos/today" | |
| # Send a GET request to the API | |
| response = requests.get(url) | |
| # Check if the request was successful | |
| if response.status_code == 200: | |
| return response.json() | |
| else: | |
| return f"Error: {response.status_code}" | |
| def get_sejm_videos(term, since=None, till=None, title=None, video_type=None, comm=None): | |
| base_url = f"https://api.sejm.gov.pl/sejm/term{term}/videos" | |
| params = {} | |
| if since: | |
| params['since'] = since | |
| if till: | |
| params['till'] = till | |
| if title: | |
| params['title'] = title | |
| if video_type: | |
| params['type'] = video_type | |
| if comm: | |
| params['comm'] = comm | |
| response = requests.get(base_url, params=params) | |
| if response.status_code == 200: | |
| return response.json() | |
| else: | |
| return f"Error: {response.status_code}" | |
| def download_video(video_url, video_path): | |
| response = requests.get(video_url) | |
| if response.status_code == 200: | |
| with open(video_path, 'wb') as file: | |
| file.write(response.content) | |
| return True | |
| else: | |
| print(f"Error downloading video: {response.status_code}") | |
| return False | |
| def extract_audio(video_path, audio_path): | |
| command = ['ffmpeg', '-i', video_path, '-q:a', '0', '-map', 'a', audio_path, '-y'] | |
| subprocess.run(command) | |
| if os.path.exists(audio_path): | |
| print("Audio extracted successfully.") | |
| else: | |
| print("Error extracting audio.") | |
| # 600000,10000 | |
| def transcribe(num1,num2): | |
| videos = get_sejm_videos(term) | |
| if download_video(offset_time(videos[0]['videoLink'],num1,num2), "./video.mp4"): | |
| extract_audio("./video.mp4", "./audio.mp3") | |
| print("./audio.mp3") | |
| return transcriber("./audio.mp3")["text"] | |
| demo = gr.Interface( | |
| fn=transcribe, | |
| #inputs=gr.Audio(type="filepath"), | |
| inputs=[gr.Number(label="Number 1"), gr.Number(label="Number 2")], | |
| outputs="text", | |
| ) | |
| demo.launch() | |