Video Subtitle Generator

The Project

This is a website where you can add subtitles to a downloaded English video. And it helps you translate English subtitles into Chinese. It is also able to extract important keywords and Google images and paste them into the top left corner of the video.

View this project on YouTube

Team Comments

I found that some English beginners would find it difficult to understand the content of some teaching videos on Khan due to their lack of fluency in the language, so I thought of adding pictures and subtitles to help them better learn the information in the videos.

The challenge I faced was the extraction of keywords from the transcripts. I perform basic text processing techniques such as stopwords removal, tokenization, and tagging sequences with part-of-speech tags all using Python s nltk library.

At present, some words are still not well extracted and translated. If I have more time, I hope to improve the accuracy of his words more precisely.