ClipScrape

I watch livestreams a lot on twitch or youtube as second monitor stuff, and most streamers have a chat enabled. Usually, its full of spam, so I don't look at it and its just a blur of words, and I notice only the frequencies, which tends to go up when something interesting happens. This program uses this to find some of the interesting moments from a livestream

Tools/Skills that I used for this project

• Plotly
• Pandas
• Youtube-DL
• chat-downloader
• OpenAI Whisper
• Gensim

What I Learnt

• Whisper OpenAI
• QT UI (It was removed because it wasn't that great)
• NLP with Gensim

Future TODOs

• Fix up LDA as it is currently only a proof of concept, doesn't work too well
• Create a TUI or UI that combines everything in a user friendly way
• Possibly integrate some sort of sentiment analysis to some of the chat messages as an additional metric