S. Dubnov

S. Dubnov, Taylor Berg-Kirkpatrick, Bilei Zhu, 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Structural and affective aspects of music from statistical audio signal analysis

Stephen McAdams, Shlomo Dubnov, Roger Reynolds, 2006, J. Assoc. Inf. Sci. Technol..

Spectral Anticipations

Shlomo Dubnov, S. Dubnov, 2006, Computer Music Journal.

Analysis of musical structure in Audio and MIDI signals using information rate

Shlomo Dubnov, S. Dubnov, 2006, ICMC.

Generalization of spectral flatness measure for non-Gaussian linear processes

Shlomo Dubnov, S. Dubnov, 2004, IEEE Signal Processing Letters.

Non-Gaussian Source-Filter and Independent Components Generalizations of Spectral Flatness Measure

Shlomo Dubnov, S. Dubnov, 2003 .

Speech Source Separation in Convolutive Environments Using Space-Time-Frequency Analysis

Shlomo Dubnov, Joseph Tabrikian, Miki Arnon-Targan, 2006, EURASIP J. Adv. Signal Process..

Robust temporal and spectral modeling for query By melody

Shlomo Dubnov, Yoram Singer, Shai Shalev-Shwartz, 2002, SIGIR '02.

Optimal Filtering of an Instrument Sound in a Mixed Recording Given Approximate Pitch Prior

Shlomo Dubnov, Adiel Ben-Shalom, S. Dubnov, 2004, ICMC.

Optimal Filtering of an Instrument Sound in a Mixed Recording Using Harmonic Model and Score Alignment

Michael Werman, Shlomo Dubnov, Shai Shalev-Shwartz, 2004 .

Urban network parcellation using graph theoretic approach

Yasushi Kiyoki, Shlomo Dubnov, Goni Dubnov, 2015, Proceedings of the 2015 IEEE 9th International Conference on Semantic Computing (IEEE ICSC 2015).

DPD-InfoGAN: Differentially Private Distributed InfoGAN

Lalana Kagal, Vaikkunth Mugunthan, S. Dubnov, 2020, EuroMLSys@EuroSys.

Methods for Global Organization of All Known Protein Sequences It Was a Pleasure to Work with the Great Team of Students with Whom I Created the Protomap Web Site. I Thank

Shlomo Dubnov, Golan Yona, Yoav Etsion, 1999 .

Information Dynamics and Aspects of Musical Perception

Shlomo Dubnov, S. Dubnov, 2010, The Structure of Style.

Multitrack Music Transformer: Learning Long-Term Dependencies in Music with Diverse Instruments

S. Dubnov, Julian McAuley, Taylor Berg-Kirkpatrick, 2022, ArXiv.

The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation

Ke Chen, Weilin Zhang, Shlomo Dubnov, 2018, 2019 International Workshop on Multilayer Music Representation and Processing (MMRP).

Large-Scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation

Yusong Wu, S. Dubnov, Taylor Berg-Kirkpatrick, 2022, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition pdf

Shlomo Dubnov, Eunjeong Koh, S. Dubnov, 2021, AffCon@AAAI.

Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data

S. Dubnov, Taylor Berg-Kirkpatrick, Bilei Zhu, 2021, AAAI.

Cross-modal Adversarial Reprogramming pdf

Farinaz Koushanfar, Shlomo Dubnov, Jinglong Du, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

Expressive Neural Voice Cloning

Farinaz Koushanfar, Shlomo Dubnov, Julian McAuley, 2021, ACML.

WaveGuard: Understanding and Mitigating Audio Adversarial Examples

F. Koushanfar, S. Dubnov, Julian McAuley, 2021, USENIX Security Symposium.

Tonet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music

S. Dubnov, Taylor Berg-Kirkpatrick, Ke Chen, 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Opening the Can: Public Interaction with Ready-Made Contents

Shlomo Dubnov, Philippe Codognet, S. Dubnov, 2010, ECS.

Realtime Multiple-pitch and Multiple-instrument Recognition For Music Signals using Sparse Non-negative Constraints

David Wessel, Shlomo Dubnov, Arshia Cont, 2007 .

Anticipatory Model of Musical Style Imitation Using Collaborative and Competitive Reinforcement Learning

Shlomo Dubnov, Gérard Assayag, Arshia Cont, 2007, SAB ABiALS.

An Introduction to Musical Metacreation

Arne Eigenfeldt, Philippe Pasquier, Shlomo Dubnov, 2016, CIE.

Robust Detection of COVID-19 in Cough Sounds

S. Dubnov, Pauline G. Mouawad, Tammuz Dubnov, 2021, SN Computer Science.

Audio Oracle Analysis of Musical Information Rate

Shlomo Dubnov, Gérard Assayag, Arshia Cont, 2011, 2011 IEEE Fifth International Conference on Semantic Computing.

Audio Oracle: a New Algorithm for Fast Learning of audio Structures

Shlomo Dubnov, Gérard Assayag, Arshia Cont, 2007, ICMC.

Analysis of sound textures in musical and machine sounds by means of higher order statistical features

Shlomo Dubnov, Naftali Tishby, Naftali Tishby, 1997, 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing.

Universal Source Separation with Weakly Labelled Data

S. Dubnov, Taylor Berg-Kirkpatrick, Qiuqiang Kong, 2023, ArXiv.

Universal Adversarial Perturbations for Speech Recognition Systems

Farinaz Koushanfar, Shlomo Dubnov, Prakhar Pandey, 2019, INTERSPEECH.

Adversarial Reprogramming of Sequence Classification Neural Networks pdf

Farinaz Koushanfar, Shlomo Dubnov, Shehzeen Hussain, 2018, ArXiv.

Adversarial Reprogramming of Text Classification Neural Networks

Shlomo Dubnov, Farinaz Koushanfar, Shehzeen Hussain, 2018, EMNLP.

Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm pdf

Shlomo Dubnov, Ke Chen, Taylor Berg-Kirkpatrick, 2020, ISMIR.

Rethinking Recurrent Latent Variable Model for Music Composition

Shlomo Dubnov, Dustin Wright, Eunjeong Stella Koh, 2018, 2018 IEEE 20th International Workshop on Multimedia Signal Processing (MMSP).

Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions

Shlomo Dubnov, Gus Xia, Ke Chen, 2020, 2020 IEEE 14th International Conference on Semantic Computing (ICSC).

OMax brothers: a dynamic yopology of agents for improvization learning

Shlomo Dubnov, Arshia Cont, Gérard Assayag, 2006, AMCMM '06.

MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies

Yusong Wu, S. Dubnov, Taylor Berg-Kirkpatrick, 2023, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Interaction with Machine Improvisation

Shlomo Dubnov, Gérard Assayag, Arshia Cont, 2010, The Structure of Style.

The topos of music: geometric logic of concepts, theory, and performance

Shlomo Dubnov, S. Dubnov, 2005 .

Generalized Likelihood Ratio Test for Voiced-Unvoiced Decision in Noisy Speech Using the Harmonic Model

Shlomo Dubnov, Joseph Tabrikian, Etan Fisher, 2006, IEEE Transactions on Audio, Speech, and Language Processing.

Nonlinear dynamics of human creativity

Shlomo Dubnov, Mikhail I. Rabinovich, Irma Tristan, 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Guessing the Composer's Mind: Applying Universal Prediction to Musical Style

Shlomo Dubnov, Gérard Assayag, Olivier Delerue, 1999, ICMC.

Improved low bit-rate audio compression using reduced rank ICA instead of psychoacoustic modeling

Michael Werman, Shlomo Dubnov, Adiel Ben-Shalom, 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..

Robust Detection of COVID-19 in Cough Sounds

S. Dubnov, Pauline G. Mouawad, Tammuz Dubnov, 2021 .

Using Machine-Learning Methods for Musical Style Modeling

Shlomo Dubnov, Gérard Assayag, Olivier Lartillot, 2003, Computer.

Stylistic randomness: about composing NTrope Suite

Shlomo Dubnov, S. Dubnov, 1999, Organised Sound.

Universal Prediction Applied to Stylistic Music Generation

Shlomo Dubnov, Gérard Assayag, S. Dubnov, 2002 .

Machine Improvisation with Variable Markov Oracle: Toward Guided and Structured Improvisation

Shlomo Dubnov, Jennifer Hsu, Cheng-I Wang, 2016, CIE.

Introducing video Features and spectral Descriptors in the Omax Improvisation System

Shlomo Dubnov, Georges Bloch, S. Dubnov, 2008, ICMC.

Study of spectro-temporal parameters in musical performance for expressive instrument synthesis

Xavier Rodet, Shlomo Dubnov, S. Dubnov, 1998, SMC'98 Conference Proceedings. 1998 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.98CH36218).

REVIEW OF ICA AND HOS METHODS FOR RETRIEVAL OF NATURAL SOUNDS AND SOUND EFFECTS.

Shlomo Dubnov, Adiel Ben-Shalom, S. Dubnov, 2003 .

Timbre Recognition with Combined Stationary and Temporal Features

Xavier Rodet, Shlomo Dubnov, S. Dubnov, 1998, ICMC.

Please Scroll down for Article Journal of New Music Research Automatic Classification of Musical Instrument Sounds

Perfecto Herrera-Boyer, S. Dubnov, Geoffroy Peeters, 2022 .

YASAS - Yet Another Sound Analysis-Synthesis Method

Shlomo Dubnov, S. Dubnov, 2006, ICMC.

Pitch circularity produced by varying the amplitudes of odd and even harmonics

D. Deutsch, S. Dubnov, Trevor Henthorn, 2005 .

Automatic Modeling of Musical Style

Shlomo Dubnov, Gérard Assayag, Olivier Lartillot, 2001, ICMC.