Ricard Marxer

Full professor at the University of Toulon Researcher at the Laboratoire Informatique et Systèmes (LIS) CNRS UMR 7020 Director of the EMJM in Marine and maritime Intelligent Robotics (MIR)
84
Documents
Affiliations actuelles
  • DYNamiques de l’Information (DYNI)
  • International Laboratory on Learning Systems (ILLS)
Identifiants chercheurs

Publications

Publications

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Spatial validation of acoustic individual identification models without ground truths: a case study with the cao-vit gibbon population

Paul Best , Angela Dassow , Arik Kershenbaum , Tho Duc Nguyen , Megan Pogson et al.

PeerJ, 2026, 14, pp.e20655. ⟨10.7717/peerj.20655⟩

Article dans une revue hal-05533845v1
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Analysing vocal complexity in relation to sociality in orcas of British Columbia: An application of long-term computational passive acoustics

Paul Best , Marion Poupard , Ricard Marxer , Paul Spong , Helena Symonds et al.

Ecological Informatics, 2025, 90, pp.103211. ⟨10.1016/j.ecoinf.2025.103211⟩

Article dans une revue hal-05265578v1
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A large annotated dataset of vocalizations by common marmosets

Charly Lamothe , Manon Obliger-Debouche , Paul Best , Régis Trapeau , Sabrina Ravel et al.

Scientific Data , 2025, 12, ⟨10.1038/s41597-025-04951-8⟩

Article dans une revue hal-05073707v1
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Discrete Audio Tokens: More Than a Survey!

Pooneh Mousavi , Gallil Maimon , Adel Moumen , Darius Petermann , Jiatong Shi et al.

Transactions on Machine Learning Research Journal, 2025

Article dans une revue hal-05424376v1
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Design Choices for PixIT-based Speaker-Attributed ASR: Team ToTaTo at the NOTSOFAR-1 Challenge

Joonas Kalda , Séverin Baroudi , Martin Lebourdais , Clément Pagés , Ricard Marxer et al.

Computer Speech and Language, 2025, 95, pp.101824. ⟨10.1016/j.csl.2025.101824⟩

Article dans une revue hal-05084070v1
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Bioacoustic fundamental frequency estimation: a cross-species dataset and deep learning baseline

Paul Best , Marcelo Araya-Salas , Axel Ekström , Bárbara Freitas , Frants Jensen et al.

Bioacoustics, 2025, 34 (4), pp.419-446. ⟨10.1080/09524622.2025.2500380⟩

Article dans une revue hal-05265455v1
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Applying machine learning to primate bioacoustics: review and perspectives

Jules Cauzinille , Benoît Favre , Ricard Marxer , Arnaud Rey

American Journal of Primatology, In press, ⟨10.1002/ajp.23666⟩

Article dans une revue hal-04658068v1
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Automatic detection for bioacoustic research: a practical guide from and for biologists and computer scientists

Arik Kershenbaum , Çağlar Akçay , Lakshmi Babu-Saheer , Alex Barnhill , Paul Best et al.

Biological Reviews, 2024, ⟨10.1111/brv.13155⟩

Article dans une revue hal-04741895v1
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Eiffel Tower: A Deep-Sea Underwater Dataset for Long-Term Visual Localization

Clémentin Boittiaux , Claire Dune , Maxime Ferrera , Aurélien Arnaubec , Ricard Marxer et al.

The International Journal of Robotics Research, 2023, ⟨10.1177/02783649231177322⟩

Article dans une revue hal-04089339v1

Vocal interactivity in-and-between humans, animals and robots

Mohamed Chetouani , Elodie Briefer , Angela Dassow , Ricard Marxer , Roger Moore et al.

Interaction Studies, 2023, 24 (1), pp.1-4. ⟨10.1075/is.00016.che⟩

Article dans une revue hal-04316802v1
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Deep audio embeddings for vocalisation clustering

Paul Best , Sébastien Paris , Hervé Glotin , Ricard Marxer

PLoS ONE, 2023, 18 (7), pp.e0283396. ⟨10.1371/journal.pone.0283396⟩

Article dans une revue hal-04194226v1
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Homography-Based Loss Function for Camera Pose Regression

Clémentin Boittiaux , Ricard Marxer , Claire Dune , Aurélien Arnaubec , Vincent Hugel

IEEE Robotics and Automation Letters, 2022, 7 (3), pp.6242-6249. ⟨10.1109/LRA.2022.3168329⟩

Article dans une revue hal-03654445v1
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Temporal evolution of the Mediterranean fin whale song

Paul Best , Ricard Marxer , Sébastien Paris , Hervé Glotin

Scientific Reports, 2022, 12 (1), pp.13565. ⟨10.1038/s41598-022-15379-0⟩

Article dans une revue hal-03824738v1
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Lexical frequency effects in English and Spanish word misperceptions

Martin Cooke , María Luisa García Lecumberri , Jon Barker , Ricard Marxer

Journal of the Acoustical Society of America, 2019, 145 (2), pp.EL136-EL141. ⟨10.1121/1.5090196⟩

Article dans une revue hal-02065759v1
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A corpus of audio-visual Lombard speech with frontal and profile views

Najwa Alghamdi , Steve Maddock , Ricard Marxer , Jon Barker , Guy Brown

Journal of the Acoustical Society of America, 2018, 143 (6), pp.EL523-EL529. ⟨10.1121/1.5042758⟩

Article dans une revue hal-01867824v1
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The impact of the Lombard effect on audio and visual speech recognition systems

Ricard Marxer , Jon Barker , Najwa Alghamdi , Steve Maddock

Speech Communication, 2018, 100, pp.58-68. ⟨10.1016/j.specom.2018.04.006⟩

Article dans une revue hal-01779704v1
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The third 'CHIME' speech separation and recognition challenge: Analysis and outcomes

Jon Barker , Ricard Marxer , Emmanuel Vincent , Shinji Watanabe

Computer Speech and Language, 2017, 46, pp.605-626. ⟨10.1016/j.csl.2016.10.005⟩

Article dans une revue hal-01382108v1
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Multi-microphone speech recognition in everyday environments

Jon Barker , Ricard Marxer , Emmanuel Vincent , Shinji Watanabe

Computer Speech and Language, 2017, 46, pp.386-387. ⟨10.1016/j.csl.2017.02.007⟩

Article dans une revue hal-01483469v1
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An analysis of environment, microphone and data simulation mismatches in robust speech recognition

Emmanuel Vincent , Shinji Watanabe , Aditya Arie Nugraha , Jon Barker , Ricard Marxer

Computer Speech and Language, 2017, 46, pp.535-557. ⟨10.1016/j.csl.2016.11.005⟩

Article dans une revue hal-01399180v1

Unsupervised Incremental Online Learning and Prediction of Musical Audio Signals

Ricard Marxer , Hendrik Purwins

IEEE/ACM Transactions on Audio, Speech and Language Processing, 2016, 24 (5), pp.863-874. ⟨10.1109/TASLP.2016.2530409⟩

Article dans une revue hal-04931712v1
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Vocal Interactivity in-and-between Humans, Animals, and Robots

Roger Moore , Ricard Marxer , Serge Thill

Frontiers in Robotics and AI, 2016, 3, pp.1 - 1. ⟨10.3389/frobt.2016.00061⟩

Article dans une revue hal-01790755v1

What/when causal expectation modelling applied to audio signals

Amaury Hazan , Ricard Marxer , Paul Brossier , Hendrik Purwins , Perfecto Herrera et al.

Connection Science, 2010, 21 (2-3), pp.119-143. ⟨10.1080/09540090902733764⟩

Article dans une revue hal-04931714v1

Computational models of music perception and cognition I: The perceptual and cognitive processing chain

Hendrik Purwins , Perfecto Herrera , Maarten Grachten , Amaury Hazan , Ricard Marxer et al.

Physics of Life Reviews, 2008, 5 (3), pp.151-168. ⟨10.1016/j.plrev.2008.03.004⟩

Article dans une revue istex hal-04931716v1

Computational models of music perception and cognition II: Domain-specific music processing

Hendrik Purwins , Maarten Grachten , Perfecto Herrera , Amaury Hazan , Ricard Marxer et al.

Physics of Life Reviews, 2008, 5 (3), pp.169-182. ⟨10.1016/j.plrev.2008.03.005⟩

Article dans une revue istex hal-04931717v1
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Factorized RVQ-GAN For Disentangled Speech Tokenization

Sameer Khurana , Dominik Klement , Antoine Laurent , Dominik Bobos , Juraj Novosad et al.

Interspeech 2025, Aug 2025, Rotterdam (NL), Netherlands. ⟨10.21437/Interspeech.2025-2612⟩

Communication dans un congrès hal-05233295v1
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Optimizing Underwater Robot Navigation: A Study of DRL Algorithms and Multi-Modal Sensor Fusion

Md Ether Deowan , Md Shamin Yeasher Yousha , Tihan Mahmud Hossain , Shahriar Hassan , Ricard Marxer

IEEE International Conference on Robotics & Automation (ICRA), May 2025, Atlanta, GA, United States

Communication dans un congrès hal-05004039v1
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Depth Jitter: Seeing Through the Depth

Md Sazidur Rahman , David Cabecinhas , Ricard Marxer

OCEANS 2025 - Great Lakes, Sep 2025, Chicago, France. pp.1-7, ⟨10.23919/OCEANS59106.2025.11245179⟩

Communication dans un congrès hal-05526102v1

Aligning Multimodal Representations through an Information Bottleneck

Antonio Almudévar , José Miguel Hernández-Lobato , Sameer Khurana , Ricard Marxer , Alfonso Ortega

International Conference on Machine Learning (ICML), Jul 2025, Vancouver, Canada. ⟨10.48550/arXiv.2506.04870⟩

Communication dans un congrès hal-05265540v1
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SUCRe: Leveraging Scene Structure for Underwater Color Restoration

Clémentin Boittiaux , Ricard Marxer , Claire Dune , Aurélien Arnaubec , Maxime Ferrera et al.

2024 International Conference on 3D Vision (3DV), Mar 2024, Davos, Switzerland. pp.1488-1497, ⟨10.1109/3DV62453.2024.00148⟩

Communication dans un congrès hal-04613193v1
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Scaling Properties of Speech Language Models

Santiago Cuervo , Ricard Marxer

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, Nov 2024, Miami, United States. pp.351-361, ⟨10.18653/v1/2024.emnlp-main.21⟩

Communication dans un congrès hal-04832692v1
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Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures

Jules Cauzinille , Benoît Favre , Ricard Marxer , Dena Clink , Abdul Hamid Ahmad et al.

Interspeech 2024, Sep 2024, Kos / Greece, Greece. pp.132-136, ⟨10.21437/Interspeech.2024-1096⟩

Communication dans un congrès hal-04693119v1
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Transfer Learning from Whisper for Microscopic Intelligibility Prediction

Paul Best , Santiago Cuervo , Ricard Marxer

Interspeech 2024, Sep 2024, Kos, Greece. pp.3839-3843, ⟨10.21437/Interspeech.2024-2258⟩

Communication dans un congrès hal-04683361v1
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TalTech-IRIT-LIS Speaker and Language Diarization Systems for DISPLACE 2024

Joonas Kalda , Tanel Alumae , Martin Lebourdais , Hervé Bredin , Séverin Baroudi et al.

25th Interspeech Conference (Interspeech 2024), Sep 2024, Kos, Greece. pp.1635--1639, ⟨10.21437/interspeech.2024-2462⟩

Communication dans un congrès hal-04683362v1
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From speech to primate vocalizations: self-supervised deep learning as a comparative approach

Jules Cauzinille , Benoît Favre , Ricard Marxer , Arnaud Rey

Proceedings of the 15th International Conference on the Evolution of Language (EVOLANG XV), Gary Lupyan, May 2024, Madison, United States. pp.64, ⟨10.17617/2.3587960⟩

Communication dans un congrès hal-04608044v1
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Speech Foundation Models on Intelligibility Prediction for Hearing-Impaired Listeners

Santiago Cuervo , Ricard Marxer

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.1421-1425, ⟨10.1109/ICASSP48485.2024.10447907⟩

Communication dans un congrès hal-04592508v1
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ToTaTo System Descriptions for the NOTSOFAR1 Challenge

Joonas Kalda , Tanel Alumae , Séverin Baroudi , Martin Lebourdais , Hervé Bredin et al.

8th International Workshop on Speech Processing in Everyday Environments (CHiME 2024), Sep 2024, Kos, Greece. pp.23-25, ⟨10.21437/CHiME.2024-5⟩

Communication dans un congrès hal-04936707v1
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PixIT: Joint Training of Speaker Diarization and Speech Separation from Real-world Multi-speaker Recordings

Joonas Kalda , Clément Pagés , Ricard Marxer , Tanel Alumäe , Hervé Bredin

The Speaker and Language Recognition Workshop (Odyssey 2024), Jun 2024, Quebec City, Canada. pp.115-122, ⟨10.21437/odyssey.2024-17⟩

Communication dans un congrès hal-04649858v1
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On the Benefits of Self-supervised Learned Speech Representations for Predicting Human Phonetic Misperceptions

Santiago Cuervo , Ricard Marxer

INTERSPEECH 2023, Aug 2023, Dublin, Ireland. pp.1788-1792, ⟨10.21437/Interspeech.2023-1476⟩

Communication dans un congrès hal-04194225v1
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1st Year of running MIR at UJI

Pedro Sanz , Raúl Marín , Salvador López-Barajas , Alejandro Solis , Ricard Marxer et al.

OCEANS 2023 - Limerick, Jun 2023, Limerick, Ireland. pp.1-5, ⟨10.1109/OCEANSLimerick52467.2023.10244270⟩

Communication dans un congrès hal-04208111v1
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Progress and Prospects for Spoken Language Technology: Results from Five Sexennial Surveys

Roger K Moore , Ricard Marxer

INTERSPEECH 2023, Aug 2023, Dublin, Ireland. pp.401-405, ⟨10.21437/Interspeech.2023-235⟩

Communication dans un congrès hal-04194224v1
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Long-term visual localization in deep-sea underwater environment

Clémentin Boittiaux , Claire Dune , Aurélien Arnaubec , Ricard Marxer , Maxime Ferrera et al.

ORASIS, Thanh Phuong Nguyen, May 2023, Carqueiranne, France

Communication dans un congrès hal-04108737v1
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Contrastive Prediction Strategies for Unsupervised Segmentation and Categorization of Phonemes and Words

Santiago Cuervo , Maciej Grabias , Jan Chorowski , Grzegorz Ciesielski , Adrian Lancucki et al.

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2022, Singapore, Singapore. pp.3189-3193, ⟨10.1109/ICASSP43922.2022.9746102⟩

Communication dans un congrès hal-03824772v1
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Blind Speech Separation Through Direction of Arrival Estimation Using Deep Neural Networks with a Flexibility on the Number of Speakers

Mohammed Hafsati , Kamil Bentounes , Ricard Marxer

2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP), Sep 2022, Shanghai, China. pp.1-5, ⟨10.1109/MMSP55362.2022.9949050⟩

Communication dans un congrès hal-03948355v1
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Variable-rate hierarchical CPC leads to acoustic unit discovery in speech

Santiago Cuervo , Adrian Łańcucki , Ricard Marxer , Paweł Rychlikowski , Jan Chorowski

Advances in Neural Information Processing Systems 35 (NeurIPS 2022), Nov 2022, New Orleans, United States. pp.34995-35006

Communication dans un congrès hal-04093636v1
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Marine and Maritime Intelligent Robotics (MIR)

Ricard Marxer , Vincent Hugel , Kalliopi Pediaditi Prud'Homme , Pedro Batista , Jose Vicente Marti Aviles et al.

OCEANS 2021: San Diego – Porto, Sep 2021, San Diego, United States. ⟨10.23919/OCEANS44145.2021.9706122⟩

Communication dans un congrès hal-03583552v1
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Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw

Jan Chorowski , Grzegorz Ciesielski , Jarosław Dzikowski , Adrian Łańcucki , Ricard Marxer et al.

Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.971-975, ⟨10.21437/Interspeech.2021-1465⟩

Communication dans un congrès hal-03408592v1

Voice Restoration with Silent Speech Interfaces (ReSSInt)

Inma Hernaez , Jose Andrés González-López , Eva Navas , Jose Luis Pérez Córdoba , Ibon Saratxaga et al.

IberSPEECH 2021, May 2021, Valladolid, Spain. pp.130-134, ⟨10.21437/IberSPEECH.2021-28⟩

Communication dans un congrès hal-03599182v1
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Aligned Contrastive Predictive Coding

Jan Chorowski , Grzegorz Ciesielski , Jarosław Dzikowski , Adrian Łańcucki , Ricard Marxer et al.

Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.976-980, ⟨10.21437/interspeech.2021-1544⟩

Communication dans un congrès hal-03408618v1
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DOCC10: Open access dataset of marine mammal transient studies and end-to-end CNN classification

Maxence Ferrari , Hervé Glotin , Ricard Marxer , Mark Asch

International Joint Conference on Neural Networks (IJCNN) 2020, Jul 2020, Glasgow, United Kingdom. pp.1-8, ⟨10.1109/IJCNN48605.2020.9207085⟩

Communication dans un congrès hal-02866091v1
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Robust Training of Vector Quantized Bottleneck Models

Adrian Łańcucki , Jan Chorowski , Guillaume Sanchez , Ricard Marxer , Nanxin Chen et al.

IJCNN 2020, Jul 2020, Glasgow, United Kingdom

Communication dans un congrès hal-02912027v1

The "ScribbleLens" Dutch historical handwriting corpus

Hans J G A Dolfing , Bellegarda Jérome , Jan Chorowski , Ricard Marxer , Antoine Laurent

International Conference on Frontiers of Handwriting Recognition (ICFHR), Sep 2020, Dortmund, Germany

Communication dans un congrès hal-02877520v1
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Deep learning classification with noisy labels

Guillaume Sanchez , Vincente Guis , Ricard Marxer , Frederic Bouchara

ICME Workshop, Jul 2020, Londres, United Kingdom

Communication dans un congrès hal-02552375v1
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3D diarization of a sperm whale click cocktail party by an ultra high sampling rate portable hydrophone array for assessing individual cetacean growth curves.

Maxence Ferrari , Hervé Glotin , Marina Oger , Ricard Marxer , Mark Asch et al.

Forum Acusticum, Dec 2020, Lyon, France. pp.3239-3243, ⟨10.48465/fa.2020.1097⟩

Communication dans un congrès hal-03230843v1
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End to end raw audio deep learning of clicks

Maxence Ferrari , Hervé Glotin , Ricard Marxer

e-Forum Acusticum 2020, Dec 2020, Lyon, France. pp.3245-3247, ⟨10.48465/fa.2020.1096⟩

Communication dans un congrès hal-03230842v1
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Deep Learning and Domain Transfer for Orca Vocalization Detection

Paul Best , Maxence Ferrari , Marion Poupard , Sébastien Paris , Ricard Marxer et al.

International joint conference on neural networks, Jul 2020, glasgow, United Kingdom

Communication dans un congrès hal-02865300v1
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A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning

Sameer Khurana , Antoine Laurent , Wei-Ning Hsu , Jan Chorowski , Adrian Łańcucki et al.

Interspeech 2020, Oct 2020, Shanghai, China

Communication dans un congrès hal-02912029v1
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Stereo to five-channels bombyx sonobuoys: from four years cetacean monitoring to real-time whale-ship anti-collision system

Paul Best , Sebastian Marzetti , Marion Poupard , Maxence Ferrari , Sébastien Paris et al.

e-Forum Acusticum 2020, Dec 2020, Lyon, France. pp.3229-3231, ⟨10.48465/fa.2020.1089⟩

Communication dans un congrès hal-03230839v1
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Wave Propagation in the Biosonar Organ of sperm whales using a Finite Difference Time Domain method

Maxence Ferrari , Ricard Marxer , Mark Asch , Hervé Glotin

VIHAR, Aug 2019, Lodon, United Kingdom

Communication dans un congrès hal-02445408v1
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High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ

Maxence Ferrari , Hervé Glotin , Ricard Marxer , Valentin Barchasz , Véronique Sarano et al.

OCEANS 2019, Jun 2019, Marseille, France

Communication dans un congrès hal-02313898v1
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Unsupervised Neural Segmentation and Clustering for Unit Discovery in Sequential Data

Jan Chorowski , Nanxin Chen , Ricard Marxer , Hans J G A Dolfing , Adrian Łańcucki et al.

NeurIPS 2019 workshop - Perception as generative reasoning - Structure, Causality, Probability, Dec 2019, Vancouver, Canada

Communication dans un congrès hal-02399138v1
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Efficient artifacts filter by density-based clustering in long term 3D whale passive acoustic monitoring with five hydrophones fixed under an Autonomous Surface Vehicle

Maxence Ferrari , Marion Poupard , Pascale Giraudet , Ricard Marxer , Jean-Marc Prévot et al.

OCEANS 2019, Jun 2019, Marseille, France. pp.39, ⟨10.1109/OCEANSE.2019.8867416⟩

Communication dans un congrès hal-02313922v1
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DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation

Mandar Gogate , Ahsan Adeel , Ricard Marxer , Jon Barker , Amir Hussain

Interspeech 2018, Sep 2018, Hybderabad, India. pp.2723-2727, ⟨10.21437/Interspeech.2018-2516⟩

Communication dans un congrès hal-01868604v1

Binary Mask Estimation Strategies for Constrained Imputation-Based Speech Enhancement

Ricard Marxer , Jon Barker

Interspeech 2017, Aug 2017, Stockholm, Sweden. pp.1988-1992, ⟨10.21437/Interspeech.2017-1257⟩

Communication dans un congrès hal-04931722v1

Language Effects in Noise-Induced Word Misperceptions

Maria Luisa Garcia Lecumberri , Jon Barker , Ricard Marxer , Martin Cooke

Interspeech 2016, Sep 2016, San Francisco, United States. pp.640-644, ⟨10.21437/Interspeech.2016-330⟩

Communication dans un congrès hal-04931724v1

Progress and Prospects for Spoken Language Technology: Results from Four Sexennial Surveys

Roger Moore , Ricard Marxer

Interspeech 2016, Sep 2016, San Francisco, United States. pp.3012-3016, ⟨10.21437/Interspeech.2016-948⟩

Communication dans un congrès hal-04931727v1

CloudCAST — Remote Speech Technology for Speech Professionals

Phil Green , Ricard Marxer , Stuart Cunningham , Heidi Christensen , Frank Rudzicz et al.

Interspeech 2016, Sep 2016, San Francisco, United States. pp.1608-1612, ⟨10.21437/Interspeech.2016-148⟩

Communication dans un congrès hal-04931723v1

Exploiting synchrony spectra and deep neural networks for noise-robust automatic speech recognition

Ning Ma , Ricard Marxer , Jon Barker , Guy Brown

2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Dec 2015, Scottsdale, United States. pp.490-495, ⟨10.1109/ASRU.2015.7404835⟩

Communication dans un congrès hal-04931730v1
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The third `CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines

Jon Barker , Ricard Marxer , Emmanuel Vincent , Shinji Watanabe

2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2015), Dec 2015, Scottsdale, AZ, United States

Communication dans un congrès hal-01211376v1

Knowledge transfer between speakers for personalised dialogue management

Iñigo Casanueva , Thomas Hain , Heidi Christensen , Ricard Marxer , Phil Green

Proceedings of the 16th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Sep 2015, Prague, Czech Republic. pp.12-21, ⟨10.18653/v1/W15-4603⟩

Communication dans un congrès hal-04931740v1

A framework for the evaluation of microscopic intelligibility models

Ricard Marxer , Martin Cooke , Jon Barker

Interspeech 2015, Sep 2015, Dresden, Germany. pp.2558-2562, ⟨10.21437/Interspeech.2015-551⟩

Communication dans un congrès hal-04931738v1

The third ‘CHiME’ speech separation and recognition challenge: Dataset, task and baselines

Jon Barker , Ricard Marxer , Emmanuel Vincent , Shinji Watanabe

2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Dec 2015, Scottsdale, France. pp.504-511, ⟨10.1109/ASRU.2015.7404837⟩

Communication dans un congrès hal-04931731v1

A Tikhonov regularization method for spectrum decomposition in low latency audio source separation

Ricard Marxer , Jordi Janer

ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.277-280, ⟨10.1109/ICASSP.2012.6287871⟩

Communication dans un congrès hal-04931735v1

Combining a harmonic-based NMF decomposition with transient analysis for instantaneous percussion separation

Jordi Janer , Ricard Marxer , Keita Arimoto

ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.281-284, ⟨10.1109/ICASSP.2012.6287872⟩

Communication dans un congrès hal-04931736v1
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Underwater behaviour of Globicephala melas

Paul Best , Lise Habib-Dasetto , Jules Cauzinille , Ricard Marxer , Fabienne Delfour et al.

IBAC 2025, Sep 2025, Kerteminde, France

Poster de conférence hal-05497429v1
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Modeling the effect of the prenatal acoustic environment on early phonetic learning

Ambre Balleroy , Claire Kabdebon , Ricard Marxer , Thomas Schatz

Society for Research in Child Development Biennal Meeting, May 2025, Minneapolis (Minnesota), United States.

Poster de conférence hal-05497420v1
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Sperm whales ultra high frequency near field multichannel analysis

Maxence Ferrari , Ricard Marxer , Vincent Roger , Valentin Gies , François Sarano et al.

The 8th International Workshop on Detection, Classification, Localization, and Density Estimation (DCLDE), Jun 2018, Paris, France

Poster de conférence hal-01881615v1

Low-Latency Instrument Separation in Polyphonic Audio Using Timbre Models

Ricard Marxer , Jordi Janer , Jordi Bonada

LVA/ICA, 7191, Springer Berlin Heidelberg, pp.314-321, 2012, Lecture Notes in Computer Science, ⟨10.1007/978-3-642-28551-6_39⟩

Proceedings/Recueil des communications hal-04931742v1
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The CHiME challenges: Robust speech recognition in everyday environments

Jon Barker , Ricard Marxer , Emmanuel Vincent , Shinji Watanabe

New era for robust speech recognition - Exploiting deep learning, Springer, pp.327-344, 2017

Chapitre d'ouvrage hal-01383263v1
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Universal Audio Generation

Antoine Laurent , Sameer Khurana , Anthony Larcher , Dominik Klement , Mickaël Rouvier et al.

LIUM - Laboratoire d'Informatique de l'Université du Mans. 2026

Rapport hal-05110014v2