Geoffroy Peeters

2025

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PESTO: Real‑Time Pitch Estimation with Self‑Supervised Transposition‑Equivariant Objective.
Alain Riou|Bernardo Torres|Ben Hayes|Stefan Lattner|Gaëtan Hadjeres|Gaël Richard|Geoffroy Peeters
Transactions of the International Society for Music Information Retrieval (TISMIR) 2025 Volume 8 Issue 1
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Adding temporal musical controls on top of pretrained generative models.
Sarah Nabi|Nils Demerlé|Geoffroy Peeters|Frédéric Bevilacqua|Philippe Esling
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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A Contrastive Self-Supervised Learning Scheme for Beat Tracking Amenable to Few-Shot Learning.
Antonin Gagneré|Slim Essid|Geoffroy Peeters
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation.
Alain Riou|Stefan Lattner|Gaëtan Hadjeres|Michael Anslow|Geoffroy Peeters
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2023

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Self-Similarity-Based and Novelty-Based Loss for Music Structure Analysis.
Geoffroy Peeters
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
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PESTO: Pitch Estimation With Self-Supervised Transposition-Equivariant Objective.
Alain Riou|Stefan Lattner|Gaëtan Hadjeres|Geoffroy Peeters
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Exploiting Device and Audio Data to Tag Music with User-Aware Listening Contexts.
Karim M. Ibrahim|Elena V. Epure|Geoffroy Peeters|Gaël Richard
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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Is there a "language of music-video clips" ? A qualitative and quantitative study.
Laure Prétet|Gaël Richard|Geoffroy Peeters
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
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Training Deep Pitch-Class Representations With a Multi-Label CTC Loss.
Christof Weiss|Geoffroy Peeters
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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Introduction to the Special Collection "20th Anniversary of ISMIR".
Arthur Flexer|Florence Levé|Geoffroy Peeters|Julián Urbano
Transactions of the International Society for Music Information Retrieval (TISMIR) 2020 Volume 3 Issue 1
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Creating DALI, a Large Dataset of Synchronized Audio, Lyrics, and Notes.
Gabriel Meseguer-Brocal|Alice Cohen-Hadria|Geoffroy Peeters
Transactions of the International Society for Music Information Retrieval (TISMIR) 2020 Volume 3 Issue 1
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Combining musical features for cover detection.
Guillaume Doras|Furkan Yesiler|Joan Serrà|Emilia Gómez|Geoffroy Peeters
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Should we consider the users in contextual music auto-tagging models?.
Karim M. Ibrahim|Elena V. Epure|Geoffroy Peeters|Gaël Richard
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Content based singing voice source separation via strong conditioning using aligned phonemes.
Gabriel Meseguer-Brocal|Geoffroy Peeters
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020
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Confidence-based Weighted Loss for Multi-label Classification with Missing Labels.
Karim M. Ibrahim|Elena V. Epure|Geoffroy Peeters|Gaël Richard
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020.

2019

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Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019
International Society for Music Information Retrieval Conference (ISMIR) 2019
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An Analysis of the Effect of Data Augmentation Methods: Experiments for a Musical Genre Classification Task.
Rémi Mignot|Geoffroy Peeters
Transactions of the International Society for Music Information Retrieval (TISMIR) 2019 Volume 2 Issue 1
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Deep-Rhythm for Global Tempo Estimation in Music.
Hadrien Foroughmand|Geoffroy Peeters
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019
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Cover Detection Using Dominant Melody Embeddings.
Guillaume Doras|Geoffroy Peeters
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019
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Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations.
Gabriel Meseguer-Brocal|Geoffroy Peeters
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Main Melody Estimation with Source-Filter NMF and CRNN.
Dogac Basaran|Slim Essid|Geoffroy Peeters
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018
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DALI: A Large Dataset of Synchronized Audio, Lyrics and notes, Automatically Created using Teacher-student Machine Learning Paradigm..
Gabriel Meseguer-Brocal|Alice Cohen-Hadria|Geoffroy Peeters
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2014

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Improving Music Structure Segmentation using lag-priors.
Geoffroy Peeters|Victor Bisot
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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A Simple Fusion Method of State And Sequence Segmentation for Music Structure Discovery.
Florian Kaiser|Geoffroy Peeters
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013
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Combining Harmony-Based and Novelty-Based Approaches for Structural Segmentation.
Johan Pauwels|Florian Kaiser|Geoffroy Peeters
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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MusiClef: Multimodal Music Tagging Task.
Nicola Orio|Cynthia C. S. Liem|Geoffroy Peeters|Markus Schedl
Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics - Third International Conference of the CLEF Initiative, CLEF 2012, Rome, Italy, September 17-20, 2012. Proceedings
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A Multimedia Search and Navigation Prototype, Including Music and Video-clips.
Geoffroy Peeters|Frédéric Cornu|Christophe Charbuillet|Damien Tardieu|Juan José Burred|Marie Vian|Valérie Botherel|Jean-Bernard Rault|Jean-Philippe Cabanal
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012
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Towards a (Better) Definition of the Description of Annotated MIR Corpora.
Geoffroy Peeters|Karën Fort
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012
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Statistical Characterisation of Melodic Pitch Contours and its Application for Melody Extraction.
Justin Salamon|Geoffroy Peeters|Axel Röbel
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

2010

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Estimating the indexability of multimedia descriptors for similarity searching.
Stanislav Barton|Valérie Gouet-Brunet|Marta Rukoz|Christophe Charbuillet|Geoffroy Peeters
Recherche d'Information Assistée par Ordinateur, RIAO 2010: Adaptivity, Personalization and Fusion of Heterogeneous Information, 9th International Conference, Bibliotheque Nationale de France, Paris, France, April 28-30, 2010, Proceedings

2008

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Using the SDIF Sound Description Interchange Format for Audio Features.
Juan José Burred|Carmine Emanuele Cella|Geoffroy Peeters|Axel Röbel|Diemo Schwarz
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008
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MCIpa: A Music Content Information Player and Annotator for Discovering Music.
Geoffroy Peeters|David Fenech|Xavier Rodet
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2007

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Sequence Representation of Music Structure Using Higher-Order Similarity Matrix and Maximum-Likelihood Approach.
Geoffroy Peeters
Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007

2006

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Chroma-based estimation of musical key from audio-signal analysis.
Geoffroy Peeters
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2005

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Rhythm Classification Using Spectral Rhythm Patterns.
Geoffroy Peeters
ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings

2002

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Toward Automatic Music Audio Summary Generation from Signal Analysis.
Geoffroy Peeters|Amaury La Burthe|Xavier Rodet
ISMIR 2002, 3rd International Conference on Music Information Retrieval, Paris, France, October 13-17, 2002, Proceedings