Closed rahulbamnuya closed 3 weeks ago
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🔴 Title: YouTube Video Summarizer 🔴 Tech stack:
Frontend: HTML, CSS, JavaScript Backend: Python (Flask/Django) APIs: YouTube Data API, Natural Language Processing (NLP) APIs (OpenAI GPT-3, Google Cloud NLP) Libraries: youtube_dl, moviepy, nltk, transformers, spaCy 🔴 Objective: To create a web application that automatically summarizes YouTube videos by extracting audio, converting it to text, and generating a concise summary using NLP techniques.
🔴 Summary: This web application allows users to input a YouTube video URL. The app extracts the audio from the video and uses speech-to-text conversion to transcribe it. After transcription, the text is processed using NLP techniques to generate a summary. This app can help users quickly get the essence of long videos without having to watch them in full. The summarization can be enhanced with key points extraction and bullet-point formats for easy reading.