Geoffroy Peeters

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Publications

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The Inverse Drum Machine: Source Separation Through Joint Transcription and Analysis-by-Synthesis

Bernardo Torres , Geoffroy Peeters , Gaël Richard

IEEE Transactions on Audio, Speech and Language Processing, 2026, 34, pp.84-95. ⟨10.1109/TASLPRO.2025.3629286⟩

Article dans une revue hal-05056592v2
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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 et al.

Transactions of the International Society for Music Information Retrieval (TISMIR), 2025, 8 (1), pp.334-352. ⟨10.5334/tismir.251⟩

Article dans une revue hal-05321595v1
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Lyrics segmentation via bimodal text–audio representation

Michael Fell , Yaroslav Nechaev , Gabriel Meseguer-Brocal , Elena Cabrio , Fabien Gandon et al.

Natural Language Engineering, 2022, 28 (3), pp.317 - 336. ⟨10.1017/S1351324921000024⟩

Article dans une revue hal-03295581v1

Video-to-Music Recommendation using Temporal Alignment of Segments

Laure Prétet , Gael Richard , Clément Souchier , Geoffroy Peeters

IEEE Transactions on Multimedia, 2022

Article dans une revue hal-03562371v1

Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings

Christof Weis , Geoffroy Peeters

IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022, 30, pp.2814-2827. ⟨10.1109/TASLP.2022.3200547⟩

Article dans une revue hal-03860460v1
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The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz

Polina Proutskova , Daniel Wolff , György Fazekas , Klaus Frieler , Frank Höger et al.

Journal of Web Semantics, 2022, 74, ⟨10.1016/j.websem.2022.100735⟩

Article dans une revue hal-03864122v1

The Jazz Ontology: A semantic model and large-scale RDF repositories for jazz

Polina Proutskova , Daniel Wolff , György Fazekas , Klaus Frieler , Frank Höger et al.

Journal of Web Semantics, 2022, 74, pp.100735. ⟨10.1016/j.websem.2022.100735⟩

Article dans une revue hal-03860468v1

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, 3 (1), pp.55-67. ⟨10.5334/tismir.30⟩

Article dans une revue hal-03985545v1

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, 2 (1), pp.97-110. ⟨10.5334/tismir.26⟩

Article dans une revue hal-03922059v1
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Local AM/FM parameters estimation : application to sinusoidal modeling and blind audio source separation

Dominique Fourer , François Auger , Geoffroy Peeters

IEEE Signal Processing Letters, 2018, 25 (10), ⟨10.1109/LSP.2018.2867799⟩

Article dans une revue hal-01865521v1

Multimodal speaker clustering in full length movies

I Kapsouras , A Tefas , Nikos Nikolaidis , Geoffroy Peeters , Elie-Laurent Benaroya et al.

Multimedia Tools and Applications, 2016, ⟨10.1007/s11042-015-3181-5⟩

Article dans une revue hal-01261696v1
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Predicting Agreement and Disagreement in the Perception of Tempo

Geoffroy Peeters , Ugo Marchand

Lecture Notes in Computer Science, 2014, Sound, Music, and Motion, 10th International Symposium, CMMR 2013, Marseille, France, October 15-18, 2013. Revised Selected Papers (8905), p313-329. ⟨10.1007/978-3-319-12976-1_20⟩

Article dans une revue hal-01252722v1
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Singer Verification: Singer Model vs. Song Model

Lise Regnier , Geoffroy Peeters

ICASSP'12, 2012, pp.1-4

Article dans une revue hal-00687464v1

Spectral and temporal periodicity representations of rhythm for the automatic classification of music audio signal

Geoffroy Peeters

IEEE Transactions on Audio, Speech and Language Processing, 2011, 19 (5)

Article dans une revue hal-01106655v1

A Public Audio Identification Evaluation Framework for Broadcast Monitoring

Mathieu Ramona , Sébastien Fenet , Raphaël Blouet , Hervé Bredin , Thomas Fillon et al.

Applied Artificial Intelligence, 2011, 26 (1-2), pp.119-136. ⟨10.1080/08839514.2012.629840⟩

Article dans une revue hal-01987797v1
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Local Key Estimation from an Audio Signal Relying on Harmonic and Metrical Structures

Hélène Papadopoulos , Geoffroy Peeters

IEEE Transactions on Audio, Speech and Language Processing, 2011, In Press, pp.DOI 10.1109/TASL.2011.2175385. ⟨10.1109/TASL.2011.2175385⟩

Article dans une revue hal-00655781v2
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Sample Orchestrator : gestion par le contenu d’échantillons sonores

Hugues Vinet , Gérard Assayag , Juan José Burred , Grégoire Carpentier , Nicolas Misdariis et al.

Traitement du Signal, 2011, 2011 (3), pp.417-468

Article dans une revue hal-01250794v1
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Joint estimation of chords and downbeats from an audio signal

Hélène Papadopoulos , Geoffroy Peeters

IEEE Transactions on Audio, Speech and Language Processing, 2011, 19 (1), pp.138 - 152. ⟨10.1109/TASL.2010.2045236⟩

Article dans une revue hal-00525172v2

The Timbre Toolbox: Audio descriptors of musical signals

Geoffroy Peeters , Bruno Giordano , Patrick Susini , Nicolas Misdariis , Stephen Mcadams

Journal of the Acoustical Society of America, 2011, 5 (130)

Article dans une revue hal-01106771v1
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Simultaneous beat and downbeat-tracking using a probabilistic framework : theory and large-scale evaluation

Geoffroy Peeters , H Papadopoulos

IEEE Transactions on Audio, Speech and Language Processing, 2011, 19 (6), pp.1754-1769. ⟨10.1109/TASL.2010.2098869⟩

Article dans une revue hal-00655779v2

Sound indexing using morphological description

Geoffroy Peeters , Emmanuel Deruty

IEEE Transactions on Audio, Speech and Language Processing, 2010

Article dans une revue hal-01106507v1

Indexer la musique

Geoffroy Peeters

Pour la Science. Dossier, 2008, - (373)

Article dans une revue hal-01106346v1

Pourquoi Gerard Depardieu parle anglais sans accent

Geoffroy Peeters

La Recherche, 2002, - (358), pp.98-99

Article dans une revue hal-01105733v1
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S-PRESSO: Ultra Low Bitrate Sound Effect Compression With Diffusion Autoencoders And Offline Quantization

Zineb Lahrichi , Gaëtan Hadjeres , Gaël Richard , Geoffroy Peeters

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2026, Barcelone, Spain

Communication dans un congrès hal-05492477v3
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QINCODEC: Neural Audio Compression with Implicit Neural Codebooks

Zineb Lahrichi , Gaëtan Hadjeres , Gael Richard , Geoffroy Peeters

33rd European Signal Processing Conference (EUSIPCO 2025), Sep 2025, Palermo, Italy

Communication dans un congrès hal-04995360v1
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Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning

Aurian Quelennec , Pierre Chouteau , Geoffroy Peeters , Slim Essid

ICASSP, IEEE, Apr 2025, Hyderabad (IN), India. pp.1-5, ⟨10.1109/ICASSP49660.2025.10887666⟩

Communication dans un congrès hal-04921274v1
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Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges

Geoffroy Peeters , Zafar Rafii , Magdalena Fuentes , Zhiyao Duan , Emmanouil Benetos et al.

ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2025, Hyderabad, India. pp.1-5, ⟨10.1109/ICASSP49660.2025.10888947⟩

Communication dans un congrès hal-04993672v1
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Translation-Equivariant Self-Supervised Learning for Pitch Estimation with Optimal Transport

Bernardo Torres , Alain Riou , Gaël Richard , Geoffroy Peeters

Extended Abstracts for the Late-Breaking Demo Session of the 26th International Society for Music Information Retrieval Conference (ISMIR), Sep 2025, Daejon, South Korea

Communication dans un congrès hal-05321597v1
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Audio processor parameters: estimating distributions instead of deterministic values

Côme Peladeau , Dominique Fourer , Geoffroy Peeters

28th International Conference on Digital Audio Effects (DAFx25), Sep 2025, Ancône, Italy. pp.275-282

Communication dans un congrès hal-05253950v1
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Adding temporal musical controls on top of pretrained generative models

Sarah Nabi , Nils Demerlé , Geoffroy Peeters , Frédéric Bevilacqua , Philippe Esling

Proceeding of the 26th International Society for Music Information Retrieval Conference (ISMIR 2025), Sep 2025, Daejeon, South Korea

Communication dans un congrès hal-05495076v1
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Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport

Bernardo Torres , Geoffroy Peeters , Gaël Richard

IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul, South Korea. ⟨10.1109/ICASSP48485.2024.10447011⟩

Communication dans un congrès hal-04358467v3
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EPISODIC FINE-TUNING PROTOTYPICAL NETWORKS FOR OPTIMIZATION-BASED FEW-SHOT LEARNING: APPLICATION TO AUDIO CLASSIFICATION

Xuanyu Zhuang , Geoffroy Peeters , Gaël Richard

2024 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2024), Sep 2024, London (UK), United Kingdom

Communication dans un congrès hal-04720291v1
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ON THE CHOICE OF THE OPTIMAL TEMPORAL SUPPORT FOR AUDIO CLASSIFICATION WITH PRE-TRAINED EMBEDDINGS

Aurian Quelennec , Michel Olvera , Geoffroy Peeters , Slim Essid

ICASSP, IEEE, Apr 2024, Séoul, South Korea

Communication dans un congrès hal-04360221v1
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Adapting Pitch-Based Self Supervised Learning Models for Tempo Estimation

Antonin Gagneré , Slim Essid , Geoffroy Peeters

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.956-960, ⟨10.1109/ICASSP48485.2024.10447129⟩

Communication dans un congrès hal-04544157v1
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A Contrastive Self-Supervised Learning scheme for beat tracking amenable to few-shot learning

Antonin Gagnere , Geoffroy Peeters , Slim Essid

ISMIR 2024 : 25th International Society for Music Information Retrieval (ISMIR) Conference Onsite and Virtual, Nov 2024, San Francisco, Californ, United States

Communication dans un congrès hal-04768296v1
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Blind estimation of audio effects using an auto-encoder approach and differentiable digital signal processing

Côme Peladeau , Geoffroy Peeters

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2024, Seoul, South Korea. pp.856-860, ⟨10.1109/ICASSP48485.2024.10448301⟩

Communication dans un congrès hal-04539329v1
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Embodied exploration of deep latent spaces in interactive dance-music performance

Sarah Nabi , Philippe Esling , Geoffroy Peeters , Frédéric Bevilacqua

9th International Conference on Movement and Computing (MOCO '24), May 2024, Utrecht, Netherlands. ⟨10.1145/3658852.3659072⟩

Communication dans un congrès hal-04602229v1
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Invariant Audio Prints for Music Indexing and Alignment

Rémi Mignot , Geoffroy Peeters

21st International Conference on Content-based Multimedia Indexing, Sep 2024, Reykjavik, Iceland. pp.1-7, ⟨10.1109/CBMI62980.2024.10859214⟩

Communication dans un congrès hal-04927568v1
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Cosmopolite Sound Monitoring (CoSMo): A Study of Urban Sound Event Detection Systems Generalizing to Multiple Cities

Florian Angulo , Slim Essid , Geoffroy Peeters , Christophe Mietlicki

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095833⟩

Communication dans un congrès hal-04093374v1

Self-Similarity-Based and Novelty-based loss for music structure analysis

Geoffroy Peeters

Conference of the International Society for Music Information Retrieval, Nov 2023, Milano, Italy

Communication dans un congrès hal-04155178v1
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PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective

Alain Riou , Stefan Lattner , Gaëtan Hadjeres , Geoffroy Peeters

International Society for Music Information Retrieval Conference (ISMIR 2023), Nov 2023, Milan, Italy. ⟨10.48550/arXiv.2309.02265⟩

Communication dans un congrès hal-04260042v1
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LEARNING INTERPRETABLE FILTERS IN WAV-UNET FOR SPEECH ENHANCEMENT

Félix Mathieu , Thomas Courtat , Gael Richard , Geoffroy Peeters

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Jun 2023, Rhodes, Greece

Communication dans un congrès hal-04048829v1
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SSM-NET: FEATURE LEARNING FOR MUSIC STRUCTURE ANALYSIS USING A SELF-SIMILARITY-MATRIX BASED LOSS

Geoffroy Peeters , Florian Angulo

Late-Breaking/Demo Session of ISMIR (International Society for Music Infor- mation Retrieval), Dec 2022, Bengalore, India

Communication dans un congrès hal-03860497v1
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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 , Gael Richard

International Society for Music Information Retrieval Conference (ISMIR 2022), Dec 2022, Bengalore, India

Communication dans un congrès hal-03903647v1
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PHASE SHIFTED BEDROSIAN FILTERBANK: AN INTERPRETABLE AUDIO FRONT-END FOR TIME-DOMAIN AUDIO SOURCE SEPARATION

Félix Mathieu , Thomas Courtat , Gael Richard , Geoffroy Peeters

ICASSP, May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9746122⟩

Communication dans un congrès hal-03708610v1
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Apprentissage de bancs de filtres pour la séparation aveugle de sources sonores

Félix Mathieu , Thomas Courtat , Gael Richard , Geoffroy Peeters

Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France

Communication dans un congrès hal-03759647v1
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Training Deep Pitch-Class Representations With a Multi-Label CTC Loss

Christof Weiss , Geoffroy Peeters

International Society for Music Information Retrieval Conference (ISMIR), Nov 2021, Virtual Event, France

Communication dans un congrès hal-03349734v1

Learning Multi-Pitch Estimation From Weakly Aligned Score-Audio Pairs Using a Multi-Label CTC Loss

Christof Weiss , Geoffroy Peeters

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2021, Mohonk Mountain House, New Paltz, NY, United States

Communication dans un congrès hal-03349673v1
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Cross-Modal Music-Video Recommendation: A Study of Design Choices

Laure Prétet , Gael Richard , Geoffroy Peeters

Special Session of the International Joint Conference on Neural Networks (IJCNN 2021), Jul 2021, Shenzhen, China

Communication dans un congrès hal-03208323v1
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Is There a "Language of Music-Video Clips" ? A Qualitative and Quantitative Study

Laure Prétet , Gaël Richard , Geoffroy Peeters

ISMIR, Nov 2021, Virtual Event, France

Communication dans un congrès hal-03330800v1
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CONTENT BASED SINGING VOICE SOURCE SEPARATION VIA STRONG CONDITIONING USING ALIGNED PHONEMES

Gabriel Meseguer-Brocal , Geoffroy Peeters

21st International Society for Music Information Retrieval Conference, Oct 2020, Montréal (virtual), Canada

Communication dans un congrès hal-03200161v1
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LEARNING TO RANK MUSIC TRACKS USING TRIPLET LOSS

Laure Prétet , Gael Richard , Geoffroy Peeters

ICASSP, May 2020, Barcelona, Spain

Communication dans un congrès hal-02477242v1
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Extending Deep Rhythm for Tempo and Genre Estimation Using Complex Convolutions, Multitask Learning and Multi-input Network

Hadrien Foroughmand , Geoffroy Peeters

The 2020 Joint Conference on AI Music Creativity, Bob Sturm, Oct 2020, Stockholm, Sweden

Communication dans un congrès hal-03127155v1
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Confidence-based Weighted Loss for Multi-label Classification with Missing Labels

Karim M Ibrahim , Elena Epure , Geoffroy Peeters , Gael Richard

The 2020 International Conference on Multimedia Retrieval (ICMR '20), Jun 2020, Dublin, Ireland. ⟨10.1145/3372278.3390728⟩

Communication dans un congrès hal-02547012v1
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SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?

Karim M Ibrahim , Elena V Epure , Geoffroy Peeters , Gael Richard

21st International Society for Music Information Retrieval Conference, Oct 2020, Montreal, Canada. ⟨10.5281/zenodo.3961560⟩

Communication dans un congrès hal-02934433v1

A Prototypical Triplet Loss for Cover Detection

Guillaume Doras , Geoffroy Peeters

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, France. pp.3797-3801, ⟨10.1109/ICASSP40776.2020.9054619⟩

Communication dans un congrès hal-04448257v1
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AUDIO-BASED AUTO-TAGGING WITH CONTEXTUAL TAGS FOR MUSIC

Karim M Ibrahim , Jimena Royo-Letelier , Elena V. Epure , Geoffroy Peeters , Gael Richard

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.5281/zenodo.3648287⟩

Communication dans un congrès hal-02481374v1
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Don't hide in the frames: Note-and pattern-based evaluation of automated melody extraction algorithms

Klaus Frieler , Doğaç Başaran , Frank Höger , Hélène-Camille Crayencour , Geoffroy Peeters et al.

DLfM ’19: 6th International Conference on Digital Libraries for Musicology, Nov 2019, The Hague, Netherlands. ⟨10.1145/3358664.3358672⟩

Communication dans un congrès hal-02420416v1
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Cover detection using dominant melody embeddings

Guillaume Doras , Geoffroy Peeters

ISMIR 2019, Nov 2019, Delft, Netherlands

Communication dans un congrès hal-02457735v1
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Dig that Lick: Exploring Patterns in Jazz Solos

Simon Dixon , Polina Proutskova , Tillman Weyde , Daniel Wolff , Martin Pfleiderer et al.

DMRN+14: Digital Music Research Network One-day Workshop 2019, Dec 2019, Londres, United Kingdom

Communication dans un congrès hal-03059964v1
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On the use of U-Net for dominant melody estimation in polyphonic music

Guillaume Doras , Philippe Esling , Geoffroy Peeters

MMRP 2019, Jan 2019, Milano, Italy

Communication dans un congrès hal-02457728v1
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DEEP-RHYTHM FOR TEMPO ESTIMATION AND RHYTHM PATTERN RECOGNITION

Hadrien Foroughmand , Geoffroy Peeters

International Society for Music Information Retrieval (ISMIR), Nov 2019, Delft, Netherlands

Communication dans un congrès hal-02457638v1
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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, Nov 2019, Delft, Netherlands. ⟨10.5281/zenodo.3527766⟩

Communication dans un congrès hal-02448917v1

Improving singing voice separation using Deep U-Net and Wave-U-Net with data augmentation

Alice Cohen-Hadria , Axel Roebel , Geoffroy Peeters

2019 27th European Signal Processing Conference (EUSIPCO), Sep 2019, A Coruna, Spain. pp.1-5, ⟨10.23919/EUSIPCO.2019.8902810⟩

Communication dans un congrès hal-02457184v1
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MAIN MELODY EXTRACTION WITH SOURCE-FILTER NMF AND CRNN

Dogac Basaran , Slim Essid , Geoffroy Peeters

19th International Society for Music Information Retreival, Sep 2018, Paris, France

Communication dans un congrès hal-02019103v1
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Fast and adaptive blind audio source separation using recursive Levenberg-Marquardt synchrosqueezing

Dominique Fourer , Geoffroy Peeters

ICASSP 2018, Apr 2018, Calgary, Canada

Communication dans un congrès hal-01799529v1
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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

19th International Society for Music Information Retrieval Conference, Sep 2018, Paris, France

Communication dans un congrès hal-02019115v1
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Music retiler: Using NMF2D source separation for audio mosaicing

Hadrien Foroughmand , Geoffroy Peeters

Audio Mostly 2018 on Sound in Immersion and Emotion - AM'18, Sep 2018, Wrexham, United Kingdom. pp.1-7, ⟨10.1145/3243274.3243299⟩

Communication dans un congrès hal-02011821v1
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Multi-Source Musaicing Using Non-Negative Matrix Factor 2-D Deconvolution

Hadrien Foroughmand , Geoffroy Peeters

18th International Society for Music Information Retrieval Late-Breaking Demo Session, Oct 2017, Suzhou, China

Communication dans un congrès hal-01709680v1

Automatic recognition of sound categories from their vocal imitation using audio primitives automatically derived by SI-PLCA and HMM

Enrico Marchetto , Geoffroy Peeters

CMMR (International Symposium on Computer Music Multidisciplinary Research), Sep 2017, Porto, Portugal

Communication dans un congrès hal-01581122v1
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WASABI: a Two Million Song Database Project with Audio and Cultural Metadata plus WebAudio enhanced Client Applications

Gabriel Meseguer-Brocal , Geoffroy Peeters , Guillaume Pellerin , Michel Buffa , Elena Cabrio et al.

Web Audio Conference 2017 – Collaborative Audio #WAC2017, Queen Mary University of London, Aug 2017, London, United Kingdom

Communication dans un congrès hal-01589250v1
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Estimation locale des modulations AM/FM: applications à la modélisation sinusoïdale audio et à la séparation de sources aveugle

Dominique Fourer , François Auger , Geoffroy Peeters

GRETSI 2017, Sep 2017, Juan-les-Pins, France

Communication dans un congrès hal-01589504v1
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OBJECTIVE CHARACTERIZATION OF AUDIO SIGNAL QUALITY: APPLICATIONS TO MUSIC COLLECTION DESCRIPTION

Dominique Fourer , Geoffroy Peeters

International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017)., IEEE, Mar 2017, New Orleans, United States

Communication dans un congrès hal-01467284v1
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High-Level Chord Features Extracted from Audio Can Predict Perceived Musical Expression

Jochen Steffens , Steffen Lepa , Martin Herzog , Andreas Schönrock , Geoffroy Peeters et al.

18th International Society for Music Information Retrieval Late-Breaking Demo Session , Oct 2017, Suzhou, China

Communication dans un congrès hal-01709674v1
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Music Structure Boundaries Estimation Using Multiple Self-Similarity Matrices as Input Depth of Convolutional Neural Networks

Alice Cohen-Hadria , Geoffroy Peeters

AES International Conference Semantic Audio 2017, Jun 2017, Erlangen, Germany

Communication dans un congrès hal-01534850v1
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Scale and shift invariant time/frequency representation using auditory statistics: application to rhythm description

Ugo Marchand , Geoffroy Peeters

IEEE International Workshop on Machine Learning for Signal Processing, Sep 2016, Vietri Sul Mare, Italy

Communication dans un congrès hal-01368206v1

When audio features reach machine learning

Geoffroy Peeters , Frédéric Cornu , David Doukhan , Enrico Marchetto , Rémi Mignot et al.

International Conference on Machine Learning - Workshop on "Machine Learning for Music Discovery", International Machine Learning Society (IMLS), Jul 2015, Lille, France

Communication dans un congrès hal-01254057v1
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Swing Ratio Estimation

Ugo Marchand , Geoffroy Peeters

Digital Audio Effects 2015 (Dafx15), Nov 2015, Trondheim, Norway

Communication dans un congrès hal-01252603v1

Descripteurs audio: de la simple représentation aux modèles de connaissances

Geoffroy Peeters

Geste sonore et paramètres. L'analyse musicale à l'heure des outils multimédia , Iremus (Pierre COUPRIE Alain Bonardi), Jan 2015, Paris, France

Communication dans un congrès hal-01254068v1

Music Structure: What is Similar ?

Geoffroy Peeters

ASyMMuS Workshop on Audio-Symbolic Music Similarity Modelling, City University of London, Jul 2015, London, United Kingdom

Communication dans un congrès hal-01254064v1
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A set of audio features for the morphological description of vocal imitations

Enrico Marchetto , Geoffroy Peeters

Proc. of the 18th Intl. Conf. on Digital Audio Effects, Nov 2015, Trondheim, Norway

Communication dans un congrès hal-01253651v1
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The Modulation Scale Spectrum And Its Application To Rhythm-Content Analysis

Ugo Marchand , Geoffroy Peeters

DAFX (Digital Audio Effects), Sep 2014, Erlangen, Germany

Communication dans un congrès hal-01161080v1

Music Structure Segmentation using lag-priors

Geoffroy Peeters , Victor Bisot

International Society for Music Information Retrieval (ISMIR), Oct 2014, Taipei, Taiwan

Communication dans un congrès hal-01254103v1

Improving music structure segmentation using lag-priors

Geoffroy Peeters , Victor Bisot

ISMIR (International Society for Music Information Retrieval), Oct 2014, Taipei, Taïwan

Communication dans un congrès hal-01107185v1

A PITCH SALIENCE FUNCTION DERIVED FROM HARMONIC FREQUENCY DEVIATIONS FOR POLYPHONIC MUSIC ANALYSIS

Alessio Degani , Riccardo Leonardi , Pierangelo Migliorati , Geoffroy Peeters

roc. of the 17th Int. Conference on Digital Audio Effects (DAFx-14), Sep 2014, Erlangen, Germany

Communication dans un congrès hal-01254091v1

Pitch Salience Function For Polyphonic Music Using The Partial Frequencies Deviation

Allesio Degani , R. Leonardi , P. Migliorati , Geoffroy Peeters

DAFx (International Conference on Digital Audio Effects), Sep 2014, Erlangen, Allemagne

Communication dans un congrès hal-01107187v1

Audioprint : An Efficient Audio Fingerprint System Based On A Novel Cost-Less Synchronization Scheme

Mathieu Ramona , Geoffroy Peeters

ICASSP, May 2013, Vancouver, Canada

Communication dans un congrès hal-01106838v1

A generic classification system for multi-channel audio indexing: application to speech and music detection

Laurent Benaroya , Geoffroy Peeters

IEEE WIAMIS, Jul 2013, Paris, France

Communication dans un congrès hal-01106842v1

Predicting agreement and disagreement in the perception of tempo

Geoffroy Peeters , Ugo Marchand

CMMR (International Symposium on Computer Music Multidisciplinary Research), 2013, NA, France

Communication dans un congrès hal-01106876v1

Segmenting music through the joint estimation of keys, chords and structural boundaries

Johan Pauwels , Geoffroy Peeters

ACM Multimedia, 2013, NA, France

Communication dans un congrès hal-01106875v1

Evaluating Automatically Estimated Chord Sequences

Johan Pauwels , Geoffroy Peeters

ICASSP, May 2013, Vancouver, Canada

Communication dans un congrès hal-01106839v1

A Professionally Annotated and Enriched Multimodal Data Set on Popular Music

Markus Schedl , Cynthia Liem , Nicola Orio , Geoffroy Peeters

ACM MMsys (ACM Multimedia Systems), Jan 2013, Oslo, Norvège

Communication dans un congrès hal-01106794v1

Multiple hypotheses at multiple scales for audio novelty computation within music

Florian Kaiser , Geoffroy Peeters

IEEE ICASSP (International Conference on Acoustics, Speech, and Signal Processing), 2013, NA, France

Communication dans un congrès hal-01106872v1

Combining harmony based and novelty based approaches for structural segmentation

Johan Pauwels , Florian Kaiser , Geoffroy Peeters

ISMIR (International Society for Music Information Retrieval), 2013, NA, France

Communication dans un congrès hal-01106874v1

A simple fusion method of state and sequence segmentation for music structure discovery

Florian Kaiser , Geoffroy Peeters

ISMIR (International Society for Music Information Retrieval), 2013, NA, France

Communication dans un congrès hal-01106873v1

Brave New Task: MusiClef Multimodal Music Tagging

Cynthia Liem , Nicola Orio , Geoffroy Peeters , Markus Schedl

MediaEval (Multimedia Benchmark Workshop), Oct 2012, Pisa, Italie

Communication dans un congrès hal-01106840v1

Brave new task: Musiclef multimodal music tagging

Cynthia Liem , Nicola Orio , Geoffroy Peeters , Markus Schedl

Proc. of MediaEval (Multimedia Benchmark Workshop), Oct 2012, Pisa, Italie

Communication dans un congrès hal-01106803v1

MusiClef: Multimodal Music Tagging Task

Nicolas Orio , Cynthia Liem , Geoffroy Peeters , Markus Schedl

CLEF, Oct 2012, Pisa, Italie

Communication dans un congrès hal-01106729v1

Adaptive Temporal Modeling of Audio Features in the Context of Music Structure Segmentation

Florian Kaiser , Geoffroy Peeters

AMR (Adaptive Multimedia Retrieval), Oct 2012, Copenhagen, Danemark

Communication dans un congrès hal-01106793v1

Musiclef : Multimodal music tagging task

Nicolas Orio , Cynthia Liem , Geoffroy Peeters , Markus Schedl

CLEF 2012 - Conference and Labs of the Evaluation, Sep 2012, Rome, Italie

Communication dans un congrès hal-01106774v1
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Towards a (better) Definition of Annotated MIR Corpora

Geoffroy Peeters , Karen Fort

International Society for Music Information Retrieval Conference (ISMIR), Oct 2012, Porto, Portugal

Communication dans un congrès hal-00713074v1

Singer verification : singer model .vs. song model

Lise Regnier , Geoffroy Peeters

IEEE ICASSP, Mar 2012, Kyoto, Japon

Communication dans un congrès hal-01106669v1

A Multimedia Search And Navigation Prototype, Including Music And Video-Clips

Geoffroy Peeters , Frédéric Cornu , Damien Tardieu , Christophe Charbuillet , Juan-Jo Burred et al.

ISMIR, Oct 2012, Porto, Portugal

Communication dans un congrès hal-01106727v1

Notes from the ismir 2012 late-breaking session on evaluation in music information retrieval

Geoffroy Peeters , Julian Urbano , Gareth Jones

Proc. of ISMIR, Oct 2012, Porto, Portugal

Communication dans un congrès hal-01106802v1

Perceptual Tempo Estimation using GMM Regression

Geoffroy Peeters , Joachim Flocon-Chollet

ACM Multimedia / MIRUM Workshop, Oct 2012, Nara, Japon

Communication dans un congrès hal-01106792v1

Statistical Characterisation Of Melodic Pitch Contours And Its Application For Melody Extraction

Justin Salomon , Geoffroy Peeters , Axel Roebel

ISMIR, Oct 2012, Porto, Portugal

Communication dans un congrès hal-01106728v1

Music Structure Discover: Measuring the "State-ness" of Times

Geoffroy Peeters

Proc. of ISMIR (Late Breaking News), Oct 2011, Miami, États-Unis

Communication dans un congrès hal-01106659v1

GMM supervector for Content Based Music Similarity

Christophe Charbuillet , Damien Tardieu , Geoffroy Peeters

DAFx, Sep 2011, Paris, France

Communication dans un congrès hal-01106670v1
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Audio Identification based on spectral modeling of bark-bands energy and synchronization through onset detection

Mathieu Ramona , Geoffroy Peeters

ICASSP, May 2011, Prague, Czech Republic. pp.1-1

Communication dans un congrès hal-01161269v1
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Vivos Voco: A survey of recent research on voice transformation at IRCAM

Pierre Lanchantin , Snorre Farner , Christophe Veaux , Gilles Degottex , Nicolas Obin et al.

International Conf on Digital Audio Effects, Sep 2011, Paris, France. pp.277-285

Communication dans un congrès hal-01161300v1
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Production Effect: Audio Features For Recording Techniques Description And Decade Prediction

Damien Tardieu , Emmanuel Deruty , Christophe Charbuillet , Geoffroy Peeters

Int. Conference on Digital Audio Effects (DAFx-11), Sep 2011, Paris, France. pp.1-1

Communication dans un congrès hal-01161291v1

Drum Extraction From Polyphonic Music Based on a Spectro-Temporal Model of Percussive Sounds

François Rigaud , Mathieu Lagrange , Axel Roebel , Geoffroy Peeters

Proc. of ICASSP, 2011, Prague, République tchèque. pp.381-384

Communication dans un congrès hal-01106710v1

Qualitative comparison of audio and visual descriptors distributions

Stanislav Barton , Valérie Gouet-Brunet , Marta Rukoz , Christophe Charbuillet , Geoffroy Peeters

Multimedia Computing and Information Technology (MCIT), 2010 International Conference on, 2010, NA, France

Communication dans un congrès hal-01106566v1

Estimating the Indexability of Multimedia Descriptors for Similarity Searching

Stanislav Barton , Valérie Gouet-Brunet , Marta Rukoz , Christophe Charbuillet , Geoffroy Peeters

RIAO 2010, 2010, NA, France

Communication dans un congrès hal-01106565v1

A fast algorithm for music search by similarity in large databases based on modified Symetrized Kullback Leibler Divergence

Christophe Charbuillet , Geoffroy Peeters , Stanislav Barton , Valérie Gouet-Brunet

Content-Based Multimedia Indexing (CBMI), 2010 International Workshop on, 2010, Grenoble, France

Communication dans un congrès hal-01106564v1

Copy and Scale mehod for doing time-localized M.I.R. estimation: application to beat-tracking

Geoffroy Peeters

ACM Multimedia 2010, MML 2010, Oct 2010, Firenze, Italie

Communication dans un congrès hal-01106563v1
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Partial Clustering Using a Time-Varying Frequency Model for Singing Voice Detection.

Lise Regnier , Geoffroy Peeters

ICASSP, Mar 2010, Dallas, United States. pp.1

Communication dans un congrès hal-00662323v1

Template-based estimation of tempo: using unsupervised or supervised learning to create better spectral templates

Geoffroy Peeters

Proc. of DAFX, Sep 2010, Graz, Autriche

Communication dans un congrès hal-01106562v1

Beat-Marker Location Using a Probabilistic Framework and Linear Discriminant Analysis

Geoffroy Peeters

DAFX, Sep 2009, Como, Italie

Communication dans un congrès hal-01106384v1

Toward Music Structure Annotation

Geoffroy Peeters , Emmanuel Deruty

ISMIR (Late-Breaking News), Oct 2009, NA, France

Communication dans un congrès hal-01106506v1

An Adaptive System for Music Classification and Tagging

Juan Jose Burred , Geoffroy Peeters

International Workshop on Learning the Semantics of Audio Signals (LSAS), Dec 2009, Graz, Autriche

Communication dans un congrès hal-01106472v1

Is Music Structure Annotation Multi-dimensional ? A Proposal for Robust Local Music Annotation

Geoffroy Peeters , Emmanuel Deruty

LSAS, Dec 2009, Graz, Autriche

Communication dans un congrès hal-01106505v1
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Local key estimation based on harmonic and metric structures

Hélène Papadopoulos , Geoffroy Peeters

12th Int. Conference on Digital Audio Effects (DAFx-09), Sep 2009, Como, Italy. pp.408-415

Communication dans un congrès hal-00511452v1
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Singing Voice Detection in Music Tracks using Direct Voice Vibrato Detection

Lise Regnier , Geoffroy Peeters

ICASSP, Apr 2009, taipei, Taiwan. pp.1

Communication dans un congrès hal-00662312v1
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Simultaneous estimation of chord progression and downbeats from an audio file

Hélène Papadopoulos , Geoffroy Peeters

Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on, Mar 2008, Las Vegas, NV, United States. pp.121 - 124, ⟨10.1109/ICASSP.2008.4517561⟩

Communication dans un congrès hal-00511445v1
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CHORD ESTIMATION USING CHORD TEMPLATES AND HMM

Hélène Papadopoulos , Geoffroy Peeters

MIREX 2008, Sep 2008, Philadelphia, Pennsylvania, United States. url={http://www.music-ir.org/mirex/abstracts/2008/mirex08_chord_papadopoulos.pdf}, p.={7--9}

Communication dans un congrès hal-00656352v1

MCIpa: A Music Content Information Player and Annotator for Discovering Music

Geoffroy Peeters , David Fenech , Xavier Rodet

ISMIR, Sep 2008, Philadelphie, États-Unis

Communication dans un congrès hal-01106344v1
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Using the SDIF Sound Description Interchange Format for Audio Features

Juan Jose Burred , Carmine Emanuele Cella , Geoffroy Peeters , Axel Roebel , Diemo Schwarz

International Conference on Music Information Retrieval (ISMIR), Sep 2008, NA, France. pp.1-1

Communication dans un congrès hal-01161398v1

A Generic Training and Classification System for MIREX08 Classification Tasks: Audio Music Mood, Audio Genre, Audio Artist and Audio Tag

Geoffroy Peeters

Extended Abstract MIREX08, Sep 2008, Philadelphie, États-Unis

Communication dans un congrès hal-01106347v1

Automatic morphological description of sounds

Geoffroy Peeters , Emmanuel Deruty

Acoustics 08, Jun 2008, Paris, France

Communication dans un congrès hal-01106345v1

Interface de navigation musicale par le contenu

Geoffroy Peeters , David Fenech , Xavier Rodet

IHM, 2007, Paris, France

Communication dans un congrès hal-01106282v1
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Large-Scale Study of Chord Estimation Algorithms Based on Chroma Representation and HMM.

Hélène Papadopoulos , Geoffroy Peeters

Content-Based Multimedia Indexing, 2007. CBMI '07. International Workshop on, Jun 2007, Bordeaux, France. pp.53-60, ⟨10.1109/CBMI.2007.385392⟩

Communication dans un congrès hal-00511437v1
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Browsing inside a Music Track, the Experimentation Case Study

Guillaume Boutard , Samuel Goldszmidt , Geoffroy Peeters

SAMT, Dec 2006, Athènes, Greece. pp.1-1

Communication dans un congrès hal-01161052v1

Chroma-based estimation of musical key from audio-signal analysis

Geoffroy Peeters

ISMIR, Oct 2006, Victoria, Canada

Communication dans un congrès hal-01106203v1

Music Pitch Representation by Periodicity measures based on Combined Temporal and Spectral Representations

Geoffroy Peeters

ICASSP, May 2006, Toulouse, France

Communication dans un congrès hal-01106171v1

Musical key estimation of audio signal based on HMM modeling of chroma vectors

Geoffroy Peeters

DAFX, Sep 2006, Montreal, Canada

Communication dans un congrès hal-01106243v1

Time Variable Tempo Detection and Beat Marking

Geoffroy Peeters

ICMC, Sep 2005, Barclone, Espagne

Communication dans un congrès hal-01106132v1

MIREX 2005: Tempo detection and beat marking for perceptual tempo induction

Geoffroy Peeters

ISMIR/MIREX, Sep 2005, London, Royaume-Uni

Communication dans un congrès hal-01106170v1

Rhythm Classification using spectral rhythm patterns

Geoffroy Peeters

ISMIR, Sep 2005, London, Royaume-Uni

Communication dans un congrès hal-01106133v1

Music Structure Discovering Using Dynamic Features for Audio Summary Generation: "Sequence" and "State" approach

Geoffroy Peeters , Xavier Rodet

CBMI (Content Based Multimedia Indexing), Sep 2003, Rennes, France. pp.207-214

Communication dans un congrès hal-01105832v1

Hierarchical Gaussian Tree with Inertia Ratio Maximization for the Classification of Large Musical Instrument Databases

Geoffroy Peeters , Xavier Rodet

DAFX, Sep 2003, London, Royaume-Uni

Communication dans un congrès hal-01105830v1

Automatic Classification of Large Musical Instrument Databases Using Hierachical Classifiers with Inertia Ratio Maximization

Geoffroy Peeters

AES 115th Convention, Oct 2003, New-York, États-Unis

Communication dans un congrès hal-01105820v1

Deriving Musical Structures from Signal Analysis for Audio Summary Generation: "Sequence" and "State" approach

Geoffroy Peeters , Xavier Rodet

CMMR, May 2003, Montpellier, France

Communication dans un congrès hal-01105831v1

Signal-based Music Structure Discovery for Audio Summary Generation

Geoffroy Peeters , Xavier Rodet

ICMC (International Computer Music Conference), Oct 2003, Singapore, Singapour

Communication dans un congrès hal-01105833v1
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Studies and Improvements in Automatic Classification of Musical Sound Samples

Arie Livshin , Geoffroy Peeters , Xavier Rodet

ICMC 2003, Oct 2003, Singapour, Singapore. pp.1-1

Communication dans un congrès hal-01161114v1

Comparing the Order of a Polynomial Phase Model for the Synthesis of Quasi-Harmonic Audio Signals

Laurent Girin , Sylvain Marchand , Joseph Di Martino , Axel Röbel , Geoffroy Peeters

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics - WASPAA'03, Oct 2003, New York, United States. pp.193- 196

Communication dans un congrès hal-00308296v1
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Toward Automatic Music Audio Summary Generation from Signal Analysis

Geoffroy Peeters , Amaury La Burthe , Xavier Rodet

ISMIR, Oct 2002, Paris, France. pp.1-1

Communication dans un congrès hal-01161322v1
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Automatically selecting signal descriptors for Sound Classification

Geoffroy Peeters , Xavier Rodet

ICMC, Sep 2002, Goteborg, Sweden. pp.1-1

Communication dans un congrès hal-01161323v1

MPEG-7 Audio ­ What is it about? Musical Timbre Similarity

Geoffroy Peeters

AES 110th Convention, May 2001, Amsterdam, Netherlands. pp.1-1

Communication dans un congrès hal-01161142v1
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Instrument Sound Description in the Context of MPEG-7

Geoffroy Peeters , Stephen Mcadams , Perfecto Herrera

ICMC: International Computer Music Conference, Sep 2000, Berlin, Germany. pp.166-169

Communication dans un congrès hal-01161319v1

m5809 Result of Audio CE on Timbre Similarity

Perfecto Herrera , Xavier Amatrian , Geoffroy Peeters

ISO/IEC JTC 1/SC 29/WG 11,Noordwijkerhout meeting, 2000, NA, France

Communication dans un congrès hal-01105709v1

m6325 Third Party Validation Procedure and Status of the CE on Timbre Similarity

Perfecto Herrera , Xavier Amatrian , Geoffroy Peeters , Tobias Plamann

ISO/IEC JTC 1/SC 29/WG 11, MPEG00, 2000, Bejin, Chine

Communication dans un congrès hal-01105712v1

m6046 Core experiment on timbre similarity for non-sustained sounds

Perfecto Herrera , Xavier Amatrian , Geoffroy Peeters , Tobias Plamann

ISO/IEC JTC 1/SC 29/WG 11, MPEG00, 2000, Geneva, Suisse

Communication dans un congrès hal-01105711v1
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SINOLA: A New Analysis/Synthesis using Spectrum Peak Shape Distortion, Phase and Reassigned Spectrum

Geoffroy Peeters , Xavier Rodet

ICMC: International Computer Music Conference, Oct 1999, Peking, China. pp.1-1

Communication dans un congrès hal-01161317v1

Audio Descriptors and Descriptors Schemes in the Context of MPEG-7

Perfecto Herrera , Xavier Serra , Geoffroy Peeters

ICMC: International Computer Music Conference, Oct 1999, Bejing, Chine

Communication dans un congrès hal-01105710v1

A proposal for the description of audio in the context of MPEG-7

Perfecto Herrera , Xavier Serra , Geoffroy Peeters

CBMI, Oct 1999, Toulouse, France

Communication dans un congrès hal-01105713v1

Non-Stationary Analysis/Synthesis using Spectrum Peak Shape Distortion, Phase and Reassignement

Geoffroy Peeters , Xavier Rodet

ICSPAT (DSP-World), Nov 1999, Orlando, États-Unis

Communication dans un congrès hal-01105505v1
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Signal Characterization in terms of Sinusoidal and Non-Sinusoidal Components

Geoffroy Peeters , Xavier Rodet

DAFX98 (Digital Audio Effects, Nov 1998, Barcelonne, Spain. pp.1-1

Communication dans un congrès hal-01161320v1
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Analyse et Synthese des sons musicaux par la methode PSOLA

Geoffroy Peeters

JIM: Journées d'informatique musicale, May 1998, Toulon, France. pp.1-1

Communication dans un congrès hal-01161122v1
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Scale and shift invariant time/frequency representation using auditory statistics: application to rhythm description

Ugo Marchand , Geoffroy Peeters

IEEE International Workshop on Machine Learning for Signal Processing, Sep 2016, Vietri Sul Mare, Italy. 2016

Poster de conférence hal-01368888v1

The Deep Learning Revolution in MIR: The Pros and Cons, the Needs and the Challenges 2021

Geoffroy Peeters

Perception, Representations, Image, Sound, Music, 2021

Chapitre d'ouvrage hal-03154524v1

Deep Learning for Audio and Music

Geoffroy Peeters , Gael Richard

Multi-faceted Deep Learning: Models and Data, Springer, 2021

Chapitre d'ouvrage hal-03153938v1

Chapter 19: Chord Recognition

Geoffroy Peeters , Johan Pauwels

Music data analysis: Foundations and applications, 2016

Chapitre d'ouvrage hal-01709732v1