YouTube summariser

Title:

Youtube Summarizer

Project Guide:Prof. Shruti Agarwal

Start

Index

PROBLEM STATEMENT

INTRODUCTION

LITERATURE SURVEY

TEAM

PROPOSED METHOD

MAP

IMAGE

METHODOLOGY

THANKS

CONCLUSION

Group 3

TEAM

Vaishnavi Pinagale

Atharvaa Rane

Mrunal Golatkar

Surabhi Pathare

INFT-A19103A0033

INFT-A191o1A0012

INFT-A19101A0010

INFT-A19101A0076

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Abstract

• Enormous number of video recordings are being created and shared on the YouTube throughout the day.
• It becomes really difficult to spend time in watching such videos which may have a longer duration than expected and sometimes our efforts may become futile if we aren’t able to find relevant information out of it.
• Summarizing transcripts of such videos will allows us to quickly look out for the important patterns in the video and helps us to save time and efforts to go through the whole content of the video.

Problem Statement

The proposed system provides information about the smart city GUI application that can be browsed from anywhere using internet service with all details of a particular city that has to be visited

Literature Survey

• https://www.crio.do/projects/python-youtube-transcript/
• https://github.com/veeravignesh1/YouTube-Summarizer

Proposed Methodology:

• The proposed system provides users with information about a particular city that they are going to visit.
• It provides services only to registered users.
• It can be accessed through the internet.
• The user's information as well as the city information can be stored in centralized database

Reference

• https://www.crio.do/projects/python-youtube-transcript/
• https://pypi.org/project/youtube-transcript-api/
• https://www.thepythoncode.com/article/text-summarization-using-huggingface-transformers-python
• https://pythonbasics.org/transcribe-audio/
• https://www.thepythoncode.com/article/translate-text-in-python

Screenshot

Home Page

Software Requirements

• Python
• GUI using tkinter

Libraries needed

• youtube_transcript_api - for obtaining the subtitles of the youtube video which will work after it gets input as the youtube video id(if the video already has subtitles)
• pydub: For transcribing audio of the video.
• This can be used if the video doesn’t have subtitles. The audio file of the video can be passed as an input parameter.

Libraries

• HuggingFace transformers(torch) -for text summarization of the transcript obtained.
• googletrans- language translator using google API for non-english videos.

Modules

1. Building a GUI
2. Get transcript for a given video
3. Performing text summarization
4. Displaying summarized text

System Architecture

The user will have to paste the link of the YouTube video to be summarized and click on summarize.

Through the YouTube video id or audio of the video, obtaining the transcripts.

Summarizing the transcripts using NLP techniques.

Displaying the summarized text on the GUI.

Timeline

Automation

Transcribing audio using Speech Recognition

Result & Discusssion

Places to Visit in the City Emergency Contacts,City News

Using this project, the details of city can be accessed from anywhere at any time.

The implementation of this city project promotes tourism and business effectively.

You can view the complete map of city using this project

Conclusion

Hence the smart city project provides information regarding the various aspects of the city such as places to visit,maps etc. The implementation of this project solves the problem of finding different places and hotels for the new visitors.

THANKS!

Design