Calliope: An Online Generative Music System for Symbolic Multi-Track Composition
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Abstract (arXiv)
With the rise of artificial intelligence in recent years, there has been a rapid increase in its application towards creative domains, including music. There exist many systems built that apply machine learning approaches to the problem of computer-assisted music composition (CAC). Calliope is a web application that assists users in performing a variety of multi-track composition tasks in the symbolic domain. The user can upload (Musical Instrument Digital Interface) MIDI files, visualize and edit MIDI tracks, and generate partial (via bar in-filling) or complete multi-track content using the Multi-Track Music Machine (MMM). Generation of new MIDI excerpts can be done in batch and can be combined with active playback listening for an enhanced assisted-composition workflow. The user can export generated MIDI materials or directly stream MIDI playback from the system to their favorite Digital Audio Workstation (DAW). We present a demonstration of the system, its features, generative parameters and describe the co-creative workflows that it affords.
Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 6 of its 11 references that are in the map. First posted on arXiv 18 Apr 2025.
Builds on
6 of 11 references.
References · 6
- 2018A Hierarchical Latent Vector Model for Learning Long-Term Structure in Musiccited by 131
- 2020MMM : Exploring Conditional Multi-Track Music Generation with the Transformercited by 49
- 2018MorpheuS: generating structured music with constrained patterns and tensioncited by 22
- 2020Quantifying Musical Style: Ranking Symbolic Music based on Similarity to a Stylecited by 6
- 2019A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learningcited by 4
- 2018DeepDrum: An Adaptive Conditional Neural Networkcited by 3
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Citing papers per year: 2025: 1.
1 paper.
- 2025Adaptable Symbolic Music Infilling with MIDI-RWKVcited by 2
- 2025Adaptable Symbolic Music Infilling with MIDI-RWKV16 Jun 2025