Shlomo Dubnov

Best Publications

• Automatic Classification of Musical Instrument Sounds

  Unknown

  307
  Citations

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

  Unknown

  302
  Citations

• Instrumental Gestural Mapping Strategies as Expressivity Determinants in Computer Music Performance

  Joseph Butch Rovan;Marcelo M. Wanderley;Shlomo Dubnov;Philippe Depalle

  275
  Citations

• Using Factor Oracles for Machine Improvisation

  Unknown

  221
  Citations

• HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection

  Unknown

  220
  Citations

• Using machine-learning methods for musical style modeling

  S. Dubnov;G. Assayag;O. Lartillot;G. Bejerano

  213
  Citations

• OMax brothers: a dynamic yopology of agents for improvization learning

  Unknown

  203
  Citations

• Generalization of spectral flatness measure for non-Gaussian linear processes

  Unknown

  187
  Citations

• Maximum a-posteriori probability pitch tracking in noisy environments using harmonic model

  J. Tabrikian;S. Dubnov;Y. Dickalov

  113
  Citations

• Synthesizing sound textures through wavelet tree learning

  S. Dubnov;Z. Bar-Joseph;R. El-Yaniv;D. Lischinski

  107
  Citations

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

  Gérard Assayag;Shlomo Dubnov;Olivier Delerue

  107
  Citations

• Robust Detection of COVID-19 in Cough Sounds: Using Recurrence Dynamics and Variable Markov Model

  Unknown

  106
  Citations

• OMax Brothers : a Dynamic Topology of Agents for Improvization Learning

  Unknown

  100
  Citations

• An Introduction to Musical Metacreation

  Philippe Pasquier;Arne Eigenfeldt;Oliver Bown;Shlomo Dubnov

  84
  Citations

• Structural and affective aspects of music from statistical audio signal analysis

  Shlomo Dubnov;Stephen McAdams;Roger Reynolds

  84
  Citations

• AUDIO ORACLE: A NEW ALGORITHM FOR FAST LEARNING OF AUDIO STRUCTURES

  Unknown

  77
  Citations

• Universal Classification Applied to Musical Sequences

  Shlomo Dubnov;Gérard Assayag;Ran El-Yaniv

  76
  Citations

• A New Nonparametric Pairwise Clustering Algorithm Based on Iterative Estimation of Distance Profiles

  Shlomo Dubnov;Ran El-Yaniv;Yoram Gdalyahu;Elad Schneidman

  61
  Citations

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

  E. Fisher;J. Tabrikian;S. Dubnov

  61
  Citations

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

  Arshia Cont;Shlomo Dubnov;David Wessel

  58
  Citations