Shlomo Dubnov
Orcid: 0000-0003-0222-1125Affiliations:
- University of California, San Diego, CA, USA
According to our database1,
Shlomo Dubnov
authored at least 125 papers
between 1994 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Generating Symbolic Music from Natural Language Prompts using an LLM-Enhanced Dataset.
CoRR, 2024
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models.
CoRR, 2024
Creativity and Visual Communication from Machine to Musician: Sharing a Score through a Robotic Camera.
CoRR, 2024
Multi-Track MusicLDM: Towards Versatile Music Generation with Latent Diffusion Model.
CoRR, 2024
Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation.
CoRR, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Music Enhancement with Deep Filters: A Technical Report for the ICASSP 2024 Cadenza Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
MusicLDM: Enhancing Novelty in text-to-music Generation Using Beat-Synchronous mixup Strategies.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Learning Sub-Dimensional HRTF Representations Towards Individualization Applications - Traditional and Deep Learning Approaches.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023
Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023
Large-Scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Equipping Pretrained Unconditional Music Transformers with Instrument and Genre Controls.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Multitrack Music Transformer: Learning Long-Term Dependencies in Music with Diverse Instruments.
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the 5th IEEE International Conference on Multimedia Information Processing and Retrieval, 2022
Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection.
Proceedings of the IEEE International Conference on Acoustics, 2022
Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the 30th USENIX Security Symposium, 2021
Proceedings of the EuroMLSys@EuroSys 2021, 2021
Proceedings of the 13th International Conference on Computer Supported Education, 2021
Proceedings of the Asian Conference on Machine Learning, 2021
Proceedings of the 4th Workshop on Affective Content Analysis (AffCon 2021) co-located with Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021
2020
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions.
Proceedings of the IEEE 14th International Conference on Semantic Computing, 2020
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
2019
Proceedings of the Speech and Computer - 21st International Conference, 2019
Semantic Interaction with Human Motion Using Query-Based Recombinant Video Synthesis.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 ACM SIGCHI Conference on Creativity and Cognition, 2019
2018
The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation.
CoRR, 2018
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018
2017
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017
Novel Method of Nonlinear Symbolic Dynamics for Semantic Analysis of Auditory Scenes.
Proceedings of the 11th IEEE International Conference on Semantic Computing, 2017
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017
2016
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-42873-4, 2016
Machine Improvisation with Variable Markov Oracle: Toward Guided and Structured Improvisation.
Comput. Entertain., 2016
Algorithmic Composition Parameter as Intercultural and Cross-level MIR Feature: The Susceptibility of Melodic Pitch Contour.
Proceedings of the 2016 International Computer Music Conference, 2016
2015
IEEE Multim., 2015
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015
Music Pattern Discovery with Variable Markov Oracle: A Unified Approach to Symbolic and Audio Representations.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Pattern discovery from audio recordings by Variable Markov Oracle: A music information dynamics approach.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Variable Markov Oracle: A Novel Sequential Data Points Clustering Algorithm with Application to 3D Gesture Query-Matching.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014
Proceedings of the Engineering Reality of Virtual Reality 2014, 2014
Proceedings of the Musical Metacreation, 2014
Delegating Creativity: Use of Musical Algorithms in Machine Listening and Composition.
Proceedings of the Digital Da Vinci - Computers in Music, 2014
2013
Proceedings of the 2013 IEEE Seventh International Conference on Semantic Computing, 2013
Characterizing Time Series Variability and Predictability from Information Geometry Dynamics.
Proceedings of the Geometric Science of Information - First International Conference, 2013
Proceedings of the Musical Metacreation, 2013
2012
Proceedings of the Musical Metacreation, 2012
2011
On the Information Geometry of Audio Streams With Applications to Similarity Computing.
IEEE Trans. Speech Audio Process., 2011
Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011
Proceedings of the 2011 Second International Conference on Culture and Computing, 2011
2010
Proceedings of the Cultural Computing, 2010
Proceedings of the Structure of Style, 2010
2009
Analyzing several musical instrument tones using the randomly modulated periodicity model.
Signal Process., 2009
JoinSee: A Real-Time and Collaborative Hyper-Media System for Participatory Performances in the Opera of Meaning.
Proceedings of the Information Modelling and Knowledge Bases XXI, 2009
2008
Unified View of Prediction and Repetition Structure in Audio Signals With Application to Interest Point Detection.
IEEE Trans. Speech Audio Process., 2008
Computational Temporal Aesthetics; Relation Between Surprise, Salience and Aesthetics in Music and Audio Signals.
Proceedings of the ISMIR 2008, 2008
Introducing video Features and spectral Descriptors in the Omax Improvisation System.
Proceedings of the 2008 International Computer Music Conference, 2008
Proceedings of the Information Modelling and Knowledge Bases XX, 2008
2007
Proceedings of the 2007 International Computer Music Conference, 2007
Proceedings of the 2007 International Computer Music Conference, 2007
2006
Generalized likelihood ratio test for voiced-unvoiced decision in noisy speech using the harmonic model.
IEEE Trans. Speech Audio Process., 2006
J. Assoc. Inf. Sci. Technol., 2006
Speech Source Separation in Convolutive Environments Using Space-Time-Frequency Analysis.
EURASIP J. Adv. Signal Process., 2006
Anticipatory Model of Musical Style Imitation Using Collaborative and Competitive Reinforcement Learning.
Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 2006 International Computer Music Conference, 2006
Proceedings of the 2006 International Computer Music Conference, 2006
2005
Proceedings of the 2005 International Computer Music Conference, 2005
2004
Maximum a-posteriori probability pitch tracking in noisy environments using harmonic model.
IEEE Trans. Speech Audio Process., 2004
IEEE Signal Process. Lett., 2004
Proceedings of the 2004 International Computer Music Conference, 2004
Optimal Filtering of an Instrument Sound in a Mixed Recording Given Approximate Pitch Prior.
Proceedings of the 2004 International Computer Music Conference, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Predicting Human Reactions to Music on the Basis of Similarity Structure and Information Theoretic Measures of the Sound Signal.
Proceedings of the Style and Meaning in Language, 2004
2003
Generalized likelihood ratio test for voiced/unvoiced decision using the harmonic plus noise model.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Improved low bit-rate audio compression using reduced rank ICA instead of psychoacoustic modeling.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles.
Mach. Learn., 2002
IEEE Computer Graphics and Applications, 2002
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Proceedings of the 2001 International Computer Music Conference, 2001
2000
1999
Proceedings of the 1999 International Computer Music Conference, 1999
Proceedings of the 1999 International Computer Music Conference, 1999
1998
Study of spectro-temporal parameters in musical performance for expressive instrument synthesis.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998
Proceedings of the 1998 International Computer Music Conference, 1998
Proceedings of the 1998 International Computer Music Conference, 1998
1997
Proceedings of the 1997 International Computer Music Conference, 1997
Analysis of sound textures in musical and machine sounds by means of higher order statistical features.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
PhD thesis, 1996
Proceedings of the Music, Gestalt, and Computing, 1996
Influence of Frequency Modulating Jitter on Higher Order Moments of Sound Residual with Applications to Synthesis and Classification.
Proceedings of the 1996 International Computer Music Conference, 1996
Proceedings of the 1996 International Computer Music Conference, 1996
1995
Proceedings of the 1995 International Computer Music Conference, 1995
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994