Per's Public Data Repository

Music

Per Halvorsen | GitHub | LinkedIn

Some notebooks exploring music data.

Data exploration

• GTZAN: (Dataset, Leaderboard)

Traditional classifiers

Keywords: Random forest, KNN, SVM, hyper-parameters

Neural Networks

Keywords: MLP, CNN, RNN, cross-entropy loss, confusion matrix, precision, recall, F1 score, hyper-parameters

Deep Learning

• MAEST: (GitHub, Paper)

Endurabeats

• Development

Keywords: REST API, Spotify, Strava, cronjob

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