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Existing research on music generation focuses on composition, but oftenignores the expressive performance characteristics required for plausiblerenditions of resultant pieces. In this paper, we introduce the NintendoEntertainment System Music Database (NES-MDB), a large corpus allowing forseparate examination of the tasks of composition and performance. NES-MDBcontains thousands of multi-instrumental songs composed for playback by thecompositionally-constrained NES audio synthesizer. For each song, the datasetcontains a musical score for four instrument voices as well as expressiveattributes for the dynamics and timbre of each voice. Unlike datasets comprisedof General MIDI files, NES-MDB includes all of the information needed to renderexact acoustic performances of the original compositions. Alongside thedataset, we provide a tool that renders generated compositions as NES-styleaudio by emulating the device's audio processor. Additionally, we establishbaselines for the tasks of composition, which consists of learning thesemantics of composing for the NES synthesizer, and performance, which involvesfinding a mapping between a composition and realistic expressive attributes.

The NES Music Database: A multi-instrumental dataset with expressive performance attributes