TIMESTAMPS
0:00​ Overview
2:21​ AudiSet Dataset
6:15​ Embedding Generator
9:46​ Code: Generate Embedding from WAV
16:30​ Code: AudioSet Processing
24:55​ ANNOY Explained
34:33​ Recommendation Engine Code with ANNOY Code: https://github.com/ajhalthor/spotify-recommender Resources: [1] ANNOY Explained in more detail: https://www.youtube.com/watch?v=QkCCyLW0ehU&t=0s
[2] AudioSet Download: https://research.google.com/audioset/download.html
[3] MAX Audio Embedding Generator: https://github.com/IBM/MAX-Audio-Embedding-Generator
[4] Annoy slidedeck: https://www.slideshare.net/erikbern/approximate-nearest-neighbor-methods-and-vector-models-nyc-ml-meetup PUBLICATION PERMISSIONS:
Original video was published by CodeEmporium (https://www.youtube.com/channel/UC5_6ZD6s8klmMu9TXEB_1IA). The channel owner provided Coding Tech with the permission to republish his videos. *** INTERESTED IN THE STOCK MARKET?
I developed a profitable stock market trend following model. Information can be found here: https://yuriymatso.com/my-market-model/ https://www.youtube.com/watch?v=EzjQ99xl4Bg

A 5 minute crash course in game development aimed at lifting up the veil of mystique that surrounds the industry. PUBLICATION PERMISSIONS:
CppCon Conference Organizer provided Coding Tech with the permission to republish CppCon Tech Talks. CREDITS:
CppCon YouTube channel: https://www.youtube.com/channel/UCMlGfpWw-RUdWX_JbLCukXg https://www.youtube.com/watch?v=dCfJpePIlPw

How does Youtube recommend videos? This is a question you’ve all thought about at least once. There is much talk in the creator community that YouTube only values “watch time”. But is this really true? In this video, I am going to break down google’s paper on YouTube’s recommender system. Along the way, we are going to look at different types of such recommender systems, listing the pros, cons and mode of Operation for each. Techie or not, you are going to learn a lot. PUBLICATION PERMISSIONS:
The original video was published by CodeEmporium. The CodeEmporium YouTube channel owner provided Coding Tech with the permission to publish CodeEmporium videos. CREDIT:
CodeEmporium YouTube channel: https://www.youtube.com/channel/UC5_6ZD6s8klmMu9TXEB_1IA https://www.youtube.com/watch?v=GAm9qoUX1XM