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shrutiiigupta/youtube-summarizer

 
 

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#project overview pip install -r requirements.txt

to run application: streamlit run main.py

Steps:

  1. Extract Transcript
    • A. Directly from yt API
    • B. ASR(Automatic speech recognition)
      • i. Whisper OpenAI model (heavy)
  2. Transcript summarization
    • A. Abstractive
      • i. Pegasus
    • B. Extractive
      • i. nltk
      • ii. Spacy
  3. Metrics(To validate accuracy)
    • A. BertScore
    • B. Rogue
    • C. Meteor

Screenshot: image

The Authors of this project are:

  1. Sanjeevani Lakade
  2. Shruti Gupta
  3. Spruha Thorat
  4. Tridib Nandi

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  • Python 100.0%