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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)
70
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Publications

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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, inPress, ⟨10.1002/ajp.23666⟩
Journal articles 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
Biological Reviews, 2024, ⟨10.1111/brv.13155⟩
Journal articles hal-04741895v1
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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⟩
Journal articles hal-04194226v1

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

Mohamed Chetouani , Elodie Briefer , Angela Dassow , Ricard Marxer , Roger Moore
Interaction Studies, 2023, 24 (1), pp.1-4. ⟨10.1075/is.00016.che⟩
Journal articles hal-04316802v1
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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
The International Journal of Robotics Research, 2023, ⟨10.1177/02783649231177322⟩
Journal articles hal-04089339v1
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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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-01779704v1
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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⟩
Journal articles hal-01399180v1
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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⟩
Journal articles hal-01483469v1
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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⟩
Journal articles hal-01382108v1

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⟩
Journal articles 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⟩
Journal articles hal-01790755v1

What/when causal expectation modelling applied to audio signals

Amaury Hazan , Ricard Marxer , Paul Brossier , Hendrik Purwins , Perfecto Herrera
Connection Science, 2010, 21 (2-3), pp.119-143. ⟨10.1080/09540090902733764⟩
Journal articles 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
Physics of Life Reviews, 2008, 5 (3), pp.151-168. ⟨10.1016/j.plrev.2008.03.004⟩
Journal articles hal-04931716v1

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

Hendrik Purwins , Maarten Grachten , Perfecto Herrera , Amaury Hazan , Ricard Marxer
Physics of Life Reviews, 2008, 5 (3), pp.169-182. ⟨10.1016/j.plrev.2008.03.005⟩
Journal articles hal-04931717v1
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ToTaTo System Descriptions for the NOTSOFAR1 Challenge

Joonas Kalda , Tanel Alumae , Séverin Baroudi , Martin Lebourdais , Hervé Bredin
8th International Workshop on Speech Processing in Everyday Environments (CHiME 2024), Sep 2024, Kos, Greece. pp.23-25, ⟨10.21437/CHiME.2024-5⟩
Conference papers 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⟩
Conference papers hal-04649858v1
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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⟩
Conference papers hal-04592508v1
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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
25th Interspeech Conference (Interspeech 2024), Sep 2024, Kos, Greece. pp.1635--1639, ⟨10.21437/interspeech.2024-2462⟩
Conference papers hal-04683362v1
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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
Interspeech 2024, Sep 2024, Kos / Greece, Greece. pp.132-136, ⟨10.21437/Interspeech.2024-1096⟩
Conference papers 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⟩
Conference papers hal-04683361v1
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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⟩
Conference papers hal-04608044v1
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SUCRe: Leveraging Scene Structure for Underwater Color Restoration

Clémentin Boittiaux , Ricard Marxer , Claire Dune , Aurélien Arnaubec , Maxime Ferrera
2024 International Conference on 3D Vision (3DV), Mar 2024, Davos, Switzerland. pp.1488-1497, ⟨10.1109/3DV62453.2024.00148⟩
Conference papers 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⟩
Conference papers hal-04832692v1
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1st Year of running MIR at UJI

Pedro Sanz , Raúl Marín , Salvador López-Barajas , Alejandro Solis , Ricard Marxer
OCEANS 2023 - Limerick, Jun 2023, Limerick, Ireland. pp.1-5, ⟨10.1109/OCEANSLimerick52467.2023.10244270⟩
Conference papers hal-04208111v1
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Long-term visual localization in deep-sea underwater environment

Clémentin Boittiaux , Claire Dune , Aurélien Arnaubec , Ricard Marxer , Maxime Ferrera
ORASIS, Thanh Phuong Nguyen, May 2023, Carqueiranne, France
Conference papers hal-04108737v1
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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⟩
Conference papers hal-04194224v1
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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⟩
Conference papers hal-04194225v1
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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⟩
Conference papers hal-03948355v1
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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
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⟩
Conference papers hal-03824772v1
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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
Conference papers hal-04093636v1
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Aligned Contrastive Predictive Coding

Jan Chorowski , Grzegorz Ciesielski , Jarosław Dzikowski , Adrian Łańcucki , Ricard Marxer
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.976-980, ⟨10.21437/interspeech.2021-1544⟩
Conference papers hal-03408618v1

Voice Restoration with Silent Speech Interfaces (ReSSInt)

Inma Hernaez , Jose Andrés González-López , Eva Navas , Jose Luis Pérez Córdoba , Ibon Saratxaga
IberSPEECH 2021, May 2021, Valladolid, Spain. pp.130-134, ⟨10.21437/IberSPEECH.2021-28⟩
Conference papers hal-03599182v1
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Marine and Maritime Intelligent Robotics (MIR)

Ricard Marxer , Vincent Hugel , Kalliopi Pediaditi Prud'Homme , Pedro Batista , Jose Vicente Marti Aviles
OCEANS 2021: San Diego – Porto, Sep 2021, San Diego, United States. ⟨10.23919/OCEANS44145.2021.9706122⟩
Conference papers 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
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.971-975, ⟨10.21437/Interspeech.2021-1465⟩
Conference papers hal-03408592v1

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
Conference papers hal-02877520v1
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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
e-Forum Acusticum 2020, Dec 2020, Lyon, France. pp.3229-3231, ⟨10.48465/fa.2020.1089⟩
Conference papers hal-03230839v1
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Robust Training of Vector Quantized Bottleneck Models

Adrian Łańcucki , Jan Chorowski , Guillaume Sanchez , Ricard Marxer , Nanxin Chen
IJCNN 2020, Jul 2020, Glasgow, United Kingdom
Conference papers hal-02912027v1
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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
IJCNN, Jul 2020, Glasgow, United Kingdom. pp.1-8, ⟨10.1109/IJCNN48605.2020.9207085⟩
Conference papers hal-02866091v1
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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
Interspeech 2020, Oct 2020, Shanghai, China
Conference papers hal-02912029v1
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End to end raw audio deep learning of transients, application to bioacoustics

Maxence Ferrari , Hervé Glotin , Ricard Marxer
e-Forum Acusticum 2020, Dec 2020, Lyon, France. pp.3245-3247, ⟨10.48465/fa.2020.1096⟩
Conference papers 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
International joint conference on neural networks, Jul 2020, glasgow, United Kingdom
Conference papers hal-02865300v1
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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
Forum Acusticum, Dec 2020, Lyon, France. pp.3239-3243, ⟨10.48465/fa.2020.1097⟩
Conference papers hal-03230843v1
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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
Conference papers hal-02552375v1
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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
Conference papers hal-02445408v1
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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
OCEANS 2019, Jun 2019, Marseille, France. pp.39, ⟨10.1109/OCEANSE.2019.8867416⟩
Conference papers hal-02313922v1
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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
OCEANS 2019, Jun 2019, Marseille, France
Conference papers 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
NeurIPS 2019 workshop - Perception as generative reasoning - Structure, Causality, Probability, Dec 2019, Vancouver, Canada
Conference papers hal-02399138v1
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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⟩
Conference papers 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⟩
Conference papers hal-04931722v1

CloudCAST — Remote Speech Technology for Speech Professionals

Phil Green , Ricard Marxer , Stuart Cunningham , Heidi Christensen , Frank Rudzicz
Interspeech 2016, Sep 2016, San Francisco, United States. pp.1608-1612, ⟨10.21437/Interspeech.2016-148⟩
Conference papers hal-04931723v1

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⟩
Conference papers 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⟩
Conference papers hal-04931727v1

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⟩
Conference papers hal-04931731v1

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⟩
Conference papers 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⟩
Conference papers hal-04931738v1
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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
Conference papers hal-01211376v1

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⟩
Conference papers hal-04931730v1

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⟩
Conference papers 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⟩
Conference papers hal-04931736v1
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Sperm whales ultra high frequency near field multichannel analysis

Maxence Ferrari , Ricard Marxer , Vincent Roger , Valentin Gies , François Sarano
The 8th International Workshop on Detection, Classification, Localization, and Density Estimation (DCLDE), Jun 2018, Paris, France
Conference poster 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 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
Book sections hal-01383263v1