Scholar
Julien Guinot
Google Scholar ID: pk3boQEAAAAJ
PhD student, AI&Music, Queen Mary University of London
Self-supervised Music Representation Learning
MIR
Human-in-the-loop
Music and AI
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Citations & Impact
All-time
Citations
44
H-index
3
i10-index
1
Publications
8
Co-authors
3
list available
Publications
5 items
Steering dense music retrieval with open-vocabulary concept discovery
2026
Cited
0
GD-Retriever: Controllable Generative Text-Music Retrieval with Diffusion Models
2025
Cited
0
SLAP: Siamese Language-Audio Pretraining Without Negative Samples for Music Understanding
2025
Cited
0
Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks
2025
Cited
0
Leave-One-EquiVariant: Alleviating invariance-related information loss in contrastive music representations
2024
Cited
0
Co-authors
3 total
Elio Quinton
Universal Music Group
George Fazekas
Reader in Semantic Audio, Queen Mary University of London
Alain Riou
PhD student, Sony CSL × Télécom Paris
