Data collection: http://homes.cs.washington.edu/~thickstn/musicnet.html

Questions that can be answered:

Music information retrieval

• Automatic music transcription
• Inferring a musical score from a recording
• Generative models that can fabricate performances under various constraints
• Can we learn to synthesize a performance given a score?
• Can we generate a fugue in the style of Bach using a melody by Brahms?

Analytics

• Identify the notesperformed at specific times in a recording
• Classify the instrumentsthat perform in a recording
• Classify the composerof a recording
• Identify precise onsettimes of the notes in a recording
• Predict the next notein a recording, conditioned on history