Music

• Components
  • Lyrics
  • Chord, Chord progression
• Music composition
  • Music generation
• Music theory
• Music evolution
• Music informatics
• Musical pitch
• Sheet music
• Visual music

Genres

• Musical genre classification
• Electronic music

Tools

• Music software
• Magenta project

Science of Music

• Bird song and Human song
• MusicBox: Mapping and visualizing music collections by Anita Lillie
• http://www.labolabs.com/ by Cristian Huepe
• homepage of Pedro Cano
• Tracking the Beat: Classification of Music Genres and Synthesis of Rhythms
• Musical rhythm spectra from Bach to Joplin obey a 1/f power law
• Evolution of music by public choice

Music citation

• see Remix

Music cognition

Music recognization

• CLAM music annotator
  • https://www.youtube.com/watch?v=xVmkIznjUPE

Instrumentation

• Instrumentational complexity of music genres and why simplicity sells
  • data: http://www.discogs.com/developers/

Sonification

Music visualization

Music notation

Courses

• Yale: MUSI 112: LISTENING TO MUSIC

Data

See also Public datasets

• Music data science hackaton: winners+code
• MusicGraph
• MusicNet

References

• Maximum Entropy Model for Melodic Patterns