Shlomo Dubnov

UC San Diego Health System — United States

Computer Science · Physical Sciences

30h-index3.3kcitations230works2.12yr avg
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Research Topics

Music and Audio Processing(143), Music Technology and Sound Studies(119), Speech and Audio Processing(60), Neuroscience and Music Perception(48), Speech Recognition and Synthesis(26)

Publications230 total

Universal Source Separation With Weakly Labelled Data for Computational Auditory Scene Analysis
IEEE Transactions on Audio Speech and Language Processing·2025
BACHI: Boundary-Aware Symbolic Chord Recognition Through Masked Iterative Decoding on Pop and Classical Music
arXiv (Cornell University)·2025Open Access
Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora
2025
Multi-track MusicLDM: Towards Versatile Music Generation with Latent Diffusion Model
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2025· 3 cited
Evaluating Co-creativity Using Total Information Flow
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2025· 1 citedOpen Access
Creativity and Visual Communication from Machine to Musician: Sharing a Score Through a Robotic Camera
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2025
kNN-SVC: Robust Zero-Shot Singing Voice Conversion with Additive Synthesis and Concatenation Smoothness Optimization
arXiv (Cornell University)·2025Open Access
kNN-SVC: Robust Zero-Shot Singing Voice Conversion with Additive Synthesis and Concatenation Smoothness Optimization
2025· 1 cited
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models
2025· 4 cited
ImproVision Equilibrium: Toward Multimodal Musical Human–Machine Interaction
Transactions of the International Society for Music Information Retrieval·2025Open Access
Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew’s Treatise
2024
Interpreting Graphic Notation with MusicLDM: An AI Improvisation of Cornelius Cardew's Treatise
arXiv (Cornell University)·2024Open Access
A New Dataset for Tag- and Text-based Controllable Symbolic Music Generation
SPIRE - Sciences Po Institutional REpository·2024Open Access
Deriving Representative Structure Over Music Corpora
SPIRE - Sciences Po Institutional REpository·2024Open Access
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models
arXiv (Cornell University)·2024Open Access
Creativity and Visual Communication from Machine to Musician: Sharing a Score through a Robotic Camera
arXiv (Cornell University)·2024Open Access
Multi-Track MusicLDM: Towards Versatile Music Generation with Latent Diffusion Model
arXiv (Cornell University)·2024Open Access
Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation
2024
Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation
arXiv (Cornell University)·2024Open Access
Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora
2024Open Access
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Frequent Co-authors

Gérard Assayag(13), Taylor Berg-Kirkpatrick(8), Arshia Cont(8), Ke Chen(7), Cheng-i Wang(4), Xingjian Du(3), Ran El‐Yaniv(3), Julian McAuley(3), Yusong Wu(2), Olivier Lartillot(2), Gill Bejerano(2), Joseph Tabrikian(2), Georges Bloch(2), Marc Chemillier(2), Shlomo Argamon(2), Kevin J. Burns(2), Weilin Zhang(2), Gus Xia(2), Naftali Tishby(2), Bilei Zhu(2)