14 citations · 19 across the 7 of their papers we have counts for
3 papers · 1 filter
Harmonic Representations in Symbolic Music Transformers are Localized and Controllable
Adi Silberschein, Megan Wei, Tamar Rott Shaham
Transformer models trained on symbolic music have become remarkably capable. However, it is yet unclear how they represent music structure, and whether understanding their internal…
Do Music Generation Models Encode Music Theory?
Megan Wei, Michael Freeman, Chris Donahue +1
Music foundation models possess impressive music generation capabilities. When people compose music, they may infuse their understanding of music into their work, by using notes an…
Prevailing Research Areas for Music AI in the Era of Foundation Models
Megan Wei, Mateusz Modrzejewski, Aswin Sivaraman +1
Parallel to rapid advancements in foundation model research, the past few years have witnessed a surge in music AI applications. As AI-generated and AI-augmented music become incre…