Karan_Research_Paper.pdf (850.92 kB)
Download file

Deep Learning Techniques for Music Genre Classification and Feature Importance

Download (850.92 kB)
posted on 2022-10-10, 19:53 authored by Karan SrivastavaKaran Srivastava

Utilized GTZAN dataset which consisted of features extracted at 3-second and .3-second intervals and includes features such as mel-frequency cepstrum, tempo, and harmony. Additionally, I used the raw audio signals and developed a 1D CNN for the classification of music genres. Experimented between different default and complex machine learning models for the music genre classification task on the GTZAN dataset as a whole.


Email Address of Submitting Author

Submitting Author's Institution

Bellevue College

Submitting Author's Country

  • United States of America