EIGHT MODELS · OPP. 2–8

A melody no one has ever heard.

Neural sequence models, from early LSTMs to a REMI-tokenized Transformer, each composing single-voice melodies that are engraved here as they arrive.

How the instrument works →
§ I

The composer's desk

Choose a model and a voice, set the temperament, and commission a piece. The score arrives with its audio.

The desk is clear. Commission a piece and the score will arrive here.

§ II

The songbook

Recent compositions, kept as a public register. Each entry is one of a kind: no setting of the dials will ever produce it twice.

§ III

Notes on the method

OPP. 2–5

The early studies

Long short-term memory networks, one per genre, each learning note-to-note habits from a small corpus. Charming, repetitive, occasionally lost.

OPP. 6–8

The transformers

Attention over a REMI vocabulary of bars, positions, durations and tempo lets op. 8 phrase in real rhythm rather than on a metronomic half-beat grid.

IN PREPARATION

The ninth

A single model trained on twenty-odd thousand true melodies across genres, conditioned on style. The largest study yet undertaken here. Read the notes on the method.