Composer's Assistant: An Interactive Transformer for Multi-Track MIDI Infilling
We introduce Composer's Assistant, a system for interactive human-computer composition in the REAPER digital audio workstation. We consider the task of multi-track MIDI infilling when arbitrary track-measures have been deleted from a contiguous slice of measures from a MIDI file, and we train a T5-like model to accomplish this task. Composer's Assistant consists of this model together with scripts that enable interaction with the model in REAPER. We conduct objective and subjective tests of our model. We release our complete system, consisting of source code, pretrained models, and REAPER scripts. Our models were trained only on permissively-licensed MIDI files.
Code (1)
Methods 이 논문이 사용한 방법론
Similar Papers 제목 키워드 기반
Composer's Assistant 2: Interactive Multi-Track MIDI Infilling with Fine-Grained User Control
We introduce Composer's Assistant 2, a system for interactive human-computer composition in the REAPER digital audio workstation. Our work upgrades the Composer's Assistant system (which performs multi-track infilling of…
JEN-1 Composer: A Unified Framework for High-Fidelity Multi-Track Music Generation
With rapid advances in generative artificial intelligence, the text-to-music synthesis task has emerged as a promising direction for music generation. Nevertheless, achieving precise control over multi-track generation r…
Music GenerationLayerComposer: Multi-Human Personalized Generation via Layered Canvas
Despite their impressive visual fidelity, existing personalized image generators lack interactive control over spatial composition and scale poorly to multiple humans. To address these limitations, we present LayerCompos…
Personalized Image GenerationComposer Vector: Style-steering Symbolic Music Generation in a Latent Space
Symbolic music generation has made significant progress, yet achieving fine-grained and flexible control over composer style remains challenging. Existing training-based methods for composer style conditioning depend on …
Music GenerationiComposer: An Automatic Songwriting System for Chinese Popular Music
In this paper, we introduce iComposer, an interactive web-based songwriting system designed to assist human creators by greatly simplifying music production. iComposer automatically creates melodies to accompany any give…
Rhythm