Dorien Herremans
4 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Keyword Champion
(2)
Conferences
AAAI (3)
NAACL (1)
Top co-authors
Keywords
text-to-music generation
(2)
music generation
(2)
diffusion model
(2)
embedding space
(1)
attention mechanism
(1)
preference alignment
(1)
data augmentation
(1)
multimodal learning
(1)
human feedback
(1)
controllable generation
(1)
temporal coherence
(1)
symbolic music generation
(1)
music information retrieval
(1)
symbolic music
(1)
midi generation
(1)
transformer architecture
(1)
melody completion
(1)
representation learning
(1)
autoregressive transformer
(1)
Papers
Aligning Generative Music AI with Human Preferences: Methods and Challenges
AAAI 2026
Text2midi: Generating Symbolic Music from Captions
AAAI 2025
Mustango: Toward Controllable Text-to-Music Generation
NAACL 2024
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling
AAAI 2023