Youtube_Summarizer

Description

Created a NLTK summarizer model that works as follows :

• input of YOUTUBE VIDEO LINK
• convert video to audio
• generate text from audio
• Summarize the generated text
• Translation of summarized text

Tech Stack

Used the HUGGING FACE TRANSFORMERS

• silero-vad : For generating Audio Chunks
• Wav2Vec2Processor : Pre-Trained Tokenizer
• Wav2Vec2ForCTC : Speech Recognition Model
• long-t5-tglobal-base-16384-book-summary : Summarizer Model
• facebook/wmt19-en-ru : Translation Models