Ricard Marxer

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 49

Top Topics

Speaker Independent

Vector Quantized

Speech Recognition

Unsupervised Segmentation

Top Venues

Comput. Speech Lang.

Publications

Santiago Cuervo, Ricard Marxer
Speech foundation models on intelligibility prediction for hearing-impaired listeners. CoRR (2024)
Clémentin Boittiaux, Ricard Marxer, Claire Dune, Aurélien Arnaubec, Maxime Ferrera, Vincent Hugel
SUCRe: Leveraging Scene Structure for Underwater Color Restoration. 3DV (2024)
Santiago Cuervo, Ricard Marxer
Scaling Properties of Speech Language Models. CoRR (2024)
Santiago Cuervo, Ricard Marxer
Speech Foundation Models on Intelligibility Prediction for Hearing-Impaired Listeners. ICASSP (2024)
Joonas Kalda, Clément Pagés, Ricard Marxer, Tanel Alumäe, Hervé Bredin
PixIT: Joint Training of Speaker Diarization and Speech Separation from Real-world Multi-speaker Recordings. Odyssey (2024)
Paul Best, Santiago Cuervo, Ricard Marxer
Transfer Learning from Whisper for Microscopic Intelligibility Prediction. CoRR (2024)
Santiago Cuervo, Ricard Marxer
On the Benefits of Self-supervised Learned Speech Representations for Predicting Human Phonetic Misperceptions. INTERSPEECH (2023)
Roger K. Moore, Ricard Marxer
Progress and Prospects for Spoken Language Technology: Results from Five Sexennial Surveys. INTERSPEECH (2023)
Clémentin Boittiaux, Claire Dune, Maxime Ferrera, Aurélien Arnaubec, Ricard Marxer, Marjolaine Matabos, Loïc Van Audenhaege, Vincent Hugel
Eiffel Tower: A deep-sea underwater dataset for long-term visual localization. Int. J. Robotics Res. 42 (9) (2023)
Clémentin Boittiaux, Claire Dune, Maxime Ferrera, Aurélien Arnaubec, Ricard Marxer, Marjolaine Matabos, Loïc Van Audenhaege, Vincent Hugel
Eiffel Tower: A Deep-Sea Underwater Dataset for Long-Term Visual Localization. CoRR (2023)
Clémentin Boittiaux, Ricard Marxer, Claire Dune, Aurélien Arnaubec, Maxime Ferrera, Vincent Hugel
SUCRe: Leveraging Scene Structure for Underwater Color Restoration. CoRR (2022)
Clémentin Boittiaux, Ricard Marxer, Claire Dune, Aurélien Arnaubec, Vincent Hugel
Homography-Based Loss Function for Camera Pose Regression. CoRR (2022)
Santiago Cuervo, Adrian Lancucki, Ricard Marxer, Pawel Rychlikowski, Jan Chorowski
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech. NeurIPS (2022)
Santiago Cuervo, Maciej Grabias, Jan Chorowski, Grzegorz Ciesielski, Adrian Lancucki, Pawel Rychlikowski, Ricard Marxer
Contrastive Prediction Strategies for Unsupervised Segmentation and Categorization of Phonemes and Words. ICASSP (2022)
Mohammed Hafsati, Kamil Bentounes, Ricard Marxer
Blind Speech Separation Through Direction of Arrival Estimation Using Deep Neural Networks with a Flexibility on the Number of Speakers. MMSP (2022)
Clémentin Boittiaux, Ricard Marxer, Claire Dune, Aurélien Arnaubec, Vincent Hugel
Homography-Based Loss Function for Camera Pose Regression. IEEE Robotics Autom. Lett. 7 (3) (2022)
Santiago Cuervo, Adrian Lancucki, Ricard Marxer, Pawel Rychlikowski, Jan Chorowski
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech. CoRR (2022)
Inma Hernáez, José Andrés González López, Eva Navas, José Luis Pérez-Córdoba, Ibon Saratxaga, Gonzalo Olivares, Jon Sánchez de la Fuente, Alberto Galdón, Víctor García Romillo, Míriam González-Atienza, Tanja Schultz, Phil D. Green, Michael Wand, Ricard Marxer, Lorenz Diener
Voice Restoration with Silent Speech Interfaces (ReSSInt). IberSPEECH (2021)
Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw. Interspeech (2021)
Santiago Cuervo, Maciej Grabias, Jan Chorowski, Grzegorz Ciesielski, Adrian Lancucki, Pawel Rychlikowski, Ricard Marxer
Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words. CoRR (2021)
Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski
Aligned Contrastive Predictive Coding. Interspeech (2021)
Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw. CoRR (2021)
Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski
Aligned Contrastive Predictive Coding. CoRR (2021)
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James R. Glass
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning. CoRR (2020)
Guillaume Sanchez, Vincente Guis, Ricard Marxer, Frédéric Bouchara
Deep Learning Classification with Noisy Labels. ICME Workshops (2020)
Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
Robust Training of Vector Quantized Bottleneck Models. IJCNN (2020)
Guillaume Sanchez, Vincente Guis, Ricard Marxer, Frédéric Bouchara
Deep Learning Classification With Noisy Labels. CoRR (2020)
Maxence Ferrari, Hervé Glotin, Ricard Marxer, Mark Asch
DOCC10: Open access dataset of marine mammal transient studies and end-to-end CNN classification. IJCNN (2020)
Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
Robust Training of Vector Quantized Bottleneck Models. CoRR (2020)
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James R. Glass
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning. INTERSPEECH (2020)
Hans J. G. A. Dolfing, Jerome R. Bellegarda, Jan Chorowski, Ricard Marxer, Antoine Laurent
The "ScribbleLens" Dutch Historical Handwriting Corpus. ICFHR (2020)
Paul Best, Maxence Ferrari, Marion Poupard, Sébastien Paris, Ricard Marxer, Helena Symonds, Paul Spong, Hervé Glotin
Deep Learning and Domain Transfer for Orca Vocalization Detection. IJCNN (2020)
Marion Poupard, Maxence Ferrari, Jan Schlüter, Ricard Marxer, Pascale Giraudet, Valentin Barchasz, Valentin Gies, G. Pavan, Hervé Glotin
Real-time Passive Acoustic 3D Tracking of Deep Diving Cetacean by Small Non-uniform Mobile Surface Antenna. ICASSP (2019)
Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain
DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation. CoRR (2018)
Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain
DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation. INTERSPEECH (2018)
Ricard Marxer, Jon Barker, Najwa Alghamdi, Steve Maddock
The impact of the Lombard effect on audio and visual speech recognition systems. Speech Commun. 100 (2018)
Ricard Marxer, Jon Barker
Binary Mask Estimation Strategies for Constrained Imputation-Based Speech Enhancement. INTERSPEECH (2017)
Jon Barker, Ricard Marxer, Emmanuel Vincent, Shinji Watanabe
Multi-microphone speech recognition in everyday environments. Comput. Speech Lang. 46 (2017)
Massimiliano Malavasi, Enrico Turri, José Joaquín Atria, Heidi Christensen, Ricard Marxer, Lorenzo Desideri, André Coy, Fabio Tamburini, Phil D. Green
An Innovative Speech-Based User Interface for Smarthomes and IoT Solutions to Help People with Speech and Motor Disabilities. AAATE Conf. (2017)
Jon Barker, Ricard Marxer, Emmanuel Vincent, Shinji Watanabe
The third 'CHiME' speech separation and recognition challenge: Analysis and outcomes. Comput. Speech Lang. 46 (2017)
Emmanuel Vincent, Shinji Watanabe, Aditya Arie Nugraha, Jon Barker, Ricard Marxer
An analysis of environment, microphone and data simulation mismatches in robust speech recognition. Comput. Speech Lang. 46 (2017)
Massimiliano Malavasi, Enrico Turri, Maria Rosaria Motolese, Ricard Marxer, Jochen Farwer, Heidi Christensen, Lorenzo Desideri, Fabio Tamburini, Phil D. Green
An Innovative Speech-Based Interface to Control AAL and IoT Solutions to Help People with Speech and Motor Disability. ForItAAL (2016)
Roger K. Moore, Ricard Marxer
Progress and Prospects for Spoken Language Technology: Results from Four Sexennial Surveys. INTERSPEECH (2016)
Phil D. Green, Ricard Marxer, Stuart P. Cunningham, Heidi Christensen, Frank Rudzicz, Maria Yancheva, André Coy, Massimiliano Malavasi, Lorenzo Desideri, Fabio Tamburini
CloudCAST - Remote Speech Technology for Speech Professionals. INTERSPEECH (2016)
María Luisa García Lecumberri, Jon Barker, Ricard Marxer, Martin Cooke
Language Effects in Noise-Induced Word Misperceptions. INTERSPEECH (2016)
Ricard Marxer, Hendrik Purwins
Unsupervised Incremental Online Learning and Prediction of Musical Audio Signals. IEEE ACM Trans. Audio Speech Lang. Process. 24 (5) (2016)
Roger K. Moore, Ricard Marxer, Serge Thill
Vocal Interactivity in-and-between Humans, Animals, and Robots. Frontiers Robotics AI 3 (2016)
Andrew Abel, Ricard Marxer, Jon Barker, Roger Watt, Bill Whitmer, Peter Derleth, Amir Hussain
A Data Driven Approach to Audiovisual Speech Mapping. BICS (2016)
Roger K. Moore, Serge Thill, Ricard Marxer
Vocal Interactivity in-and-between Humans, Animals and Robots (VIHAR) (Dagstuhl Seminar 16442). Dagstuhl Reports 6 (10) (2016)
Ricard Marxer, Hendrik Purwins
Unsupervised Incremental Learning and Prediction of Audio Signals. CoRR (2015)
Ricard Marxer, Martin Cooke, Jon Barker
A framework for the evaluation of microscopic intelligibility models. INTERSPEECH (2015)
Stacey Oue, Ricard Marxer, Frank Rudzicz
Automatic dysfluency detection in dysarthric speech using deep belief networks. SLPAT@Interspeech (2015)
Phil D. Green, Ricard Marxer, Stuart P. Cunningham, Heidi Christensen, Frank Rudzicz, Maria Yancheva, André Coy, Massimiliano Malavasi, Lorenzo Desideri
Remote Speech Technology for Speech Professionals - the CloudCAST initiative. SLPAT@Interspeech (2015)
Iñigo Casanueva, Thomas Hain, Heidi Christensen, Ricard Marxer, Phil D. Green
Knowledge transfer between speakers for personalised dialogue management. SIGDIAL Conference (2015)
Ning Ma, Ricard Marxer, Jon Barker, Guy J. Brown
Exploiting synchrony spectra and deep neural networks for noise-robust automatic speech recognition. ASRU (2015)
Jon Barker, Ricard Marxer, Emmanuel Vincent, Shinji Watanabe
The third 'CHiME' speech separation and recognition challenge: Dataset, task and baselines. ASRU (2015)
Jordi Janer, Ricard Marxer, Keita Arimoto
Combining a harmonic-based NMF decomposition with transient analysis for instantaneous percussion separation. ICASSP (2012)
Juan J. Bosch, Kazunobu Kondo, Ricard Marxer, Jordi Janer
Score-informed and timbre independent lead instrument separation in real-world scenarios. EUSIPCO (2012)
Ricard Marxer, Jordi Janer, Jordi Bonada
Low-Latency Instrument Separation in Polyphonic Audio Using Timbre Models. LVA/ICA (2012)
Ricard Marxer, Jordi Janer
A Tikhonov regularization method for spectrum decomposition in low latency audio source separation. ICASSP (2012)
Amaury Hazan, Ricard Marxer, Paul Brossier, Hendrik Purwins, Perfecto Herrera, Xavier Serra
What/when causal expectation modelling applied to audio signals. Connect. Sci. 21 (2&3) (2009)