Proceedings of the International Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022)

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Abstractive Summarizer for YouTube Videos

Authors
Sulochana Devi1, *, Rahul Nadar1, Tejas Nichat1, Alfredprem Lucas1
1Department of Information Technology, Xavier Institute of Engineering, Mumbai, India
*Corresponding author. Email: sulochana.d@xavier.ac.in
Corresponding Author
Sulochana Devi
Available Online 1 May 2023.
DOI
10.2991/978-94-6463-136-4_36How to use a DOI?
Keywords
Natural Language Processing; Machine Learning; Abstractive summarization
Abstract

The paper goal is to design a user interface where the user can get the summary of the requested YouTube video using Natural Language Processing (NLP) and Machine Learning. Enormous number of videos are uploaded to YouTube daily. It has become difficult to find the relevant content that we are looking for, sometimes it may take longer than expected, and our efforts be- come futile if we are unable to extract meaningful information from it. This is where our project becomes handy. It will summarize the video and display the summary of it. Abstractive summarization model extracts YouTube video transcripts and generates a summarized version. It saves our time by shortening the content to read while maintaining the important content of the actual document. The implementation process is still ongoing. However, the entire structure and studies are presented.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022)
Series
Advances in Computer Science Research
Publication Date
1 May 2023
ISBN
10.2991/978-94-6463-136-4_36
ISSN
2352-538X
DOI
10.2991/978-94-6463-136-4_36How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Sulochana Devi
AU  - Rahul Nadar
AU  - Tejas Nichat
AU  - Alfredprem Lucas
PY  - 2023
DA  - 2023/05/01
TI  - Abstractive Summarizer for YouTube Videos
BT  - Proceedings of the International Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022)
PB  - Atlantis Press
SP  - 431
EP  - 438
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-136-4_36
DO  - 10.2991/978-94-6463-136-4_36
ID  - Devi2023
ER  -