Music Classification
Source code
My Presentations and Papers
Libraries
- The Scala Programming Language
- XNet: For NEAT
- jEn-api: For accessing audio data from The Echo Nest
- Breeze: For graphing
- Weka: For a variety of useful classifiers
Documentation
Papers
- "Music Genre Classification with the Million Song Dataset" by Liang et al.: Some other graduate students who did the same thing.
- "Musical genre classification: Is it worth pursuing and how can it be improved?" by McKay and Fukunaga: An overview of the difficulties of musical genre classification.
- "Creating Music by Listening" by Tristan Jehan: The PhD thesis of the co-founder of the Echo Nest, which was used as a basis for how the dataset obtains its features.