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Computer Science
Switzerland
2025

D-Index & Metrics

Computer Science

D-Index
62
Citations
18999
World Ranking
2859
National Ranking
65

Research.com Recognitions

  • 2025 - Research.com Computer Science in Switzerland Leader Award
  • 2022 - Research.com Computer Science in Switzerland Leader Award
  • 2009 - ACM Senior Member
  • 2000 - IEEE Fellow For contributions to the fields of statistical speech recognition and neural networks.

Overview

Hervé Bourlard is affiliated with the Idiap Research Institute in Switzerland, contributing extensively to the field of Computer Science. Their research primarily spans Artificial Intelligence and Signal Processing, with additional work related to Physiology, Experimental and Cognitive Psychology, and Molecular Biology.

Their scholarly output includes significant investigations into Speech Recognition and Synthesis, Speech and Audio Processing, Music and Audio Processing, Voice and Speech Disorders, Phonetics and Phonology Research, Natural Language Processing Techniques, and Neural Networks and Applications.

Among recent publications are:

  • Spectro-Temporal Sparsity Characterization for Dysarthric Speech Detection, 2020, IEEE/ACM Transactions on Audio Speech and Language Processing
  • Subspace-Based Learning for Automatic Dysarthric Speech Detection, 2020, IEEE Signal Processing Letters
  • Autoencoders reloaded, 2022, Biological Cybernetics
  • Automatic Pathological Speech Intelligibility Assessment Exploiting Subspace-Based Analyses, 2020, IEEE/ACM Transactions on Audio Speech and Language Processing
  • On quantifying the quality of acoustic models in hybrid DNN-HMM ASR, 2020, Speech Communication

Frequent collaborators include Ina Kodrasi, Parvaneh Janbakhshi, Srikanth Madikeri, Apoorv Vyas, and Selen Hande Kabil. Their research is published predominantly in venues such as IEEE/ACM Transactions on Audio Speech and Language Processing, arXiv (Cornell University), Interspeech 2022, IEEE Signal Processing Letters, and Biological Cybernetics.

Hervé Bourlard has been recognized with distinctions including the ACM Senior Member designation in 2009 and the IEEE Fellow award in 2000, specifically for contributions to statistical speech recognition and neural networks.

Best Publications

  • Auto-association by multilayer perceptrons and singular value decomposition

    H. Bourlard;Y. Kamp

  • Connectionist Speech Recognition: A Hybrid Approach

    Herve A. Bourlard;Nelson Morgan

  • Social Signal Processing

    Alessandro Vinciarelli;Maja Pantic;Hervé Bourlard

  • Links between Markov models and multilayer perceptrons

    H. Bourlard;C.J. Wellekens

  • Links Between Markov Models and Multilayer Perceptrons

    Hervé Bourlard;C. J. Wellekens

  • A mew ASR approach based on independent processing and recombination of partial frequency bands

    H. Bourlard;S. Dupont

  • Text detection and recognition in images and video frames

    Datong Chen;Jean-Marc Odobez;Hervé Bourlard

  • Microphone array post-filter based on noise field coherence

    I.A. McCowan;H. Bourlard

  • Generalization and Parameter Estimation in Feedforward Nets: Some Experiments

    N. Morgan;H. Bourlard

  • Connectionist probability estimators in HMM speech recognition

    S. Renals;N. Morgan;H. Bourlard;M. Cohen

  • Continuous speech recognition

    N. Morgan;H. Bourlard

  • Traitement de la Parole

    R. Boite;Hervé Bourlard;T. Dutoit;J. Hancq

  • Continuous speech recognition using multilayer perceptrons with hidden Markov models

    N. Morgan;H. Bourlard

  • Towards increasing speech recognition error rates

    Hervé Bourlard;Hervé Bourlard;Hynek Hermansky;Hynek Hermansky;Nelson Morgan;Nelson Morgan

  • Robust speaker change detection

    J. Ajmera;I. McCowan;H. Bourlard

  • Spectral entropy based feature for robust ASR

    H. Misra;S. Ikbal;H. Bourlard;H. Hermansky

  • Neural networks for statistical recognition of continuous speech

    N. Morgan;H.A. Bourlard

  • Connectionist speech recognition

    Hervé Bourlard

  • Speech/music segmentation using entropy and dynamism features in a HMM classification framework

    Jitendra Ajmera;Iain McCowan;Hervé Bourlard

  • Text identification in complex background using SVM

    Datong Chen;H. Bourlard;J.-P. Thiran

Frequent Co-Authors

Nelson Morgan
Nelson Morgan International Computer Science Institute
Samy Bengio
Samy Bengio Apple (United States)
Steve Renals
Steve Renals University of Edinburgh
Hynek Hermansky
Hynek Hermansky Johns Hopkins University
Iain A. McCowan
Iain A. McCowan Queensland University of Technology
Volkan Cevher
Volkan Cevher École Polytechnique Fédérale de Lausanne
Daniel Gatica-Perez
Daniel Gatica-Perez Idiap Research Institute
Alessandro Vinciarelli
Alessandro Vinciarelli University of Glasgow
Chuck Wooters
Chuck Wooters International Computer Science Institute
Horacio Franco
Horacio Franco SRI International

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