World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
41
Citations
7510
World Ranking
8817
National Ranking
210

Overview

Frédéric Bimbot is affiliated with the French Institute for Research in Computer Science and Automation (INRIA) in France. Their work primarily spans the field of Computer Science, with a focus on several specialized subfields and topics.

The main subfields addressed in their research include:

  • Signal Processing
  • Computer Vision and Pattern Recognition
  • Computational Mathematics
  • Artificial Intelligence
  • Computer Networks and Communications

Frédéric Bimbot's research topics cover a range of areas, most notably:

  • Speech and Audio Processing
  • Music and Audio Processing
  • Music Technology and Sound Studies
  • Tensor decomposition and applications
  • Speech Recognition and Synthesis
  • Wireless Communication Networks Research
  • Blind Source Separation Techniques

The scientist has a notable publication record with frequent contributions to venues such as:

  • arXiv (Cornell University)
  • Transactions of the International Society for Music Information Retrieval

Recent scholarly works by Frédéric Bimbot include:

  • "Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation," 2021, arXiv (Cornell University)
  • "Uncovering audio patterns in music with Nonnegative Tucker Decomposition for structural segmentation," 2020, arXiv (Cornell University)
  • "Barwise Compression Schemes For Audio-Based Music Structure Analysis," 2022, arXiv (Cornell University)
  • "Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals," 2021, arXiv (Cornell University)
  • "Exploring single-song autoencoding schemes for audio-based music structure analysis," 2021, arXiv (Cornell University)

Frequent collaborators in Frédéric Bimbot's work include:

  • Axel Marmoret
  • Jérémy E. Cohen
  • Nancy Bertin
  • Florian Voorwinden
  • Valentin Leplat

Best Publications

  • A tutorial on text-independent speaker verification

    Frédéric Bimbot;Jean-François Bonastre;Corinne Fredouille;Guillaume Gravier

  • The BANCA database and evaluation protocol

    Enrique Bailly-Bailliére;Samy Bengio;Frédéric Bimbot;Miroslav Hamouz

  • A General Flexible Framework for the Handling of Prior Information in Audio Source Separation

    A. Ozerov;E. Vincent;F. Bimbot

  • Second-order statistical measures for text-independent speaker identification

    Frédéric Bimbot;Ivan Magrin-Chagnolleau;Luc Mathan

  • Process for measuring the resemblance between sound samples and apparatus for performing this process

    Frederic Bimbot;Luc Mathan

  • Adaptation of Bayesian Models for Single-Channel Source Separation and its Application to Voice/Music Separation in Popular Songs

    A. Ozerov;P. Philippe;F. Bimbot;R. Gribonval

  • Audio source separation with a single sensor

    L. Benaroya;F. Bimbot;R. Gribonval

  • Language modeling by variable length sequences: theoretical formulation and evaluation of multigrams

    S. Deligne;F. Bimbot

  • From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound

    Emmanuel Vincent;Nancy Bertin;Remi Gribonval;Frederic Bimbot

  • Learning unions of orthonormal bases with thresholded singular value decomposition

    S. Lesage;R. Gribonval;F. Bimbot;L. Benaroya

  • Modeling spectral speech transitions using temporal decomposition techniques

    G. Ahlbom;F. Bimbot;G. Chollet

  • Person Authentication by Voice: A Need for Caution

    Jean-François Bonastre;Frédéric Bimbot;Louis-Jean Boë;Joseph P. Campbell

  • Non negative sparse representation for Wiener based source separation with a single sensor

    L. Benaroya;L.M. Donagh;F. Bimbot;R. Gribonval

  • A Robust Method to Count and Locate Audio Sources in a Multichannel Underdetermined Mixture

    S. Arberet;R. Gribonval;F. Bimbot

  • Shift-invariant dictionary learning for sparse representations: Extending K-SVD

    Boris Mailhe;Sylvain Lesage;Remi Gribonval;Frederic Bimbot

  • Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation

    Simon Arberet;Alexey Ozerov;Ngoc Q.K. Duong;Emmanuel Vincent

  • Speaker diarization using bottom-up clustering based on a parameter-derived distance between adapted GMMs.

    Michael Betser;Frédéric Bimbot;Mathieu Ben;Guillaume Gravier

  • Text-free speaker recognition using an arithmetic-harmonic sphericity measure.

    Frédéric Bimbot;Luc Mathan

  • Variable-length sequence matching for phonetic transcription using joint multigrams.

    Sabine Deligne;François Yvon;Frédéric Bimbot

  • HMM based structuring of tennis videos using visual and audio cues

    E. Kijak;G. Gravier;P. Gros;L. Oisel

Frequent Co-Authors

Guillaume Gravier
Guillaume Gravier Centre national de la recherche scientifique, CNRS
Rémi Gribonval
Rémi Gribonval École Normale Supérieure de Lyon
Emmanuel Vincent
Emmanuel Vincent University of Lorraine
Jean-François Bonastre
Jean-François Bonastre University of Avignon
Pierre Vandergheynst
Pierre Vandergheynst École Polytechnique Fédérale de Lausanne
Samy Bengio
Samy Bengio Apple (United States)
Jan Cernocky
Jan Cernocky Brno University of Technology
Shigeki Sagayama
Shigeki Sagayama University of Tokyo
Xavier Rodet
Xavier Rodet Institut de Recherche et Coordination Acoustique Musique
Cédric Févotte
Cédric Févotte Toulouse Institute of Computer Science Research

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