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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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Building A Dictionary Of Humpback Whale Song Units As A Tool For Assessing Stock Interactions Summary

Divna Djokic , J. Oña , Susannah Buchan , Ana Širović , Esteban Duque Mesa , et al.
World marine mammal conference 2019, Dec 2019, Barcelona, Spain. World Marine Mammal conference 2019
Conference poster hal-02547084v1
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Medium-term acoustic monitoring of small cetaceans in Patagonia, Chile

Julie Patris , Franck Malige , Madeleine Hamame , Hervé Glotin , Valentin Barchasz , et al.
PeerJ, 2023, 11, pp.e15292. ⟨10.7717/peerj.15292⟩
Journal articles hal-04128643v1
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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
Conference poster hal-01881615v1
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CARIMAM REPORT BIOACOUSTIC DATA PROCESSING

Hervé Glotin , Maxence Ferrari , Paul Best , Marion Poupard , Nicolas Thellier , et al.
[Research Report] DYNI LIS. 2021
Reports hal-03629286v1
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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
Conference papers hal-02313898v1
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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⟩
Conference papers hal-03230843v1

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⟩
Conference papers hal-04208111v1
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Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring

Kristina Yordanova , Stefan Lüdtke , Samuel Whitehouse , Frank Krüger , Adeline Paiement , et al.
Sensors, In press
Journal articles hal-02003387v1
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Inter-annual decrease in pulse rate and peak frequency of Southeast Pacific blue whale song types

Franck Malige , Julie Patris , Susannah Buchan , Kathleen M. Stafford , Fannie Shabangu , et al.
2020
Preprints, Working Papers, ... hal-02073928v2

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⟩
Conference papers hal-03599182v1
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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
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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⟩
Conference papers hal-03408618v1
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END TO END RAW AUDIO DEEP LEARNING OF TRANSIENTS, APPLICATION TO BIOACOUSTICS

Maxence Ferrari , Hervé Glotin , Ricard Marxer
FA2020 (Congrès Français d'Acoustique ), Dec 2020, Lyon, France
Conference papers hal-03078665v1
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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⟩
Conference papers hal-03230839v1
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Deep Learning for Ethoacoustics of Orcas on three years pentaphonic continuous recording at Orcalab revealing tide, moon and diel effects

Marion Poupard , Paul Best , Jan Schlüter , Jean-Marc Prévot , Helena Symonds , et al.
OCEANS, Jun 2019, Marseille, France
Conference papers hal-02445426v1
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Active region detection in multi-spectral solar images

Majedaldein Almahasneh , Adeline Paiement , Xianghua Xie , Jean Aboudarham
International Conference on Pattern Recognition Applications and Methods (ICPRAM), Feb 2021, online, Austria
Conference papers hal-03040990v1
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NIPS4Bplus: a richly annotated birdsong audio dataset

Veronica Morfi , Yves Bas , Hanna Pamuła , Hervé Glotin , Dan Stowell
PeerJ Computer Science, 2019, 5, pp.e223. ⟨10.7717/peerj-cs.223⟩
Journal articles hal-02321703v1
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Acoustical analysis of submarine explosions in northern Chile on long terms continuous recordings

Franck Malige , Julie Patris , Susannah J Buchan , Hervé Glotin
DCLDE 2018, Jun 2018, PARIS, France
Conference poster hal-01868827v1
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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
Conference papers hal-02912029v1
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Use of recurrence plots for identification and extraction of patterns in humpback whale song recordings

Franck Malige , Divna Djokic , Julie Patris , Renata Sousa-Lima , Hervé Glotin
Bioacoustics, 2020, pp.1 - 16. ⟨10.1080/09524622.2020.1845240⟩
Journal articles hal-03008908v1
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View-invariant Pose Analysis for Human Movement Assessment from RGB Data

Faegheh Sardari , Adeline Paiement , Majid Mirmehdi
20th International Conference on Image Analysis and Processing (ICIAP), Sep 2019, Trento, Italy. ⟨10.1007/978-3-030-30645-8_22⟩
Conference papers hal-02171028v1

Passive acoustic monitoring of sperm whales and anthropogenic noise using stereophonic recordings in the Mediterranean Sea, North West Pelagos Sanctuary

Marion Poupard , Maxence Ferrari , Paul Best , Hervé Glotin
Scientific Reports, 2022
Journal articles hal-03561786v1
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Etude des productions sonores des dauphins du canal de Puyuhuapi, Region de Aysen, Chili

Julie Patris , Franck Malige , Madeleine Hamame , Susannah Buchan , Valentin Barchasz , et al.
[Rapport de recherche] Laboratoire LIS, université de Toulon; CIEP; Université d'Aix-Marseille; Universidad de Concepción; SMIoT, université de Toulon. 2021
Reports hal-03424411v1
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Automated Detection and Classification of Cetacean Acoustic Signals

Paul Best
Machine Learning [cs.LG]. Université de toulon, 2022. English. ⟨NNT : ⟩
Theses tel-03826638v1
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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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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
Conference papers hal-02866091v1

Predicting The French Stock Market Using Social Media Analysis

Vincent Martin , Emmanuel Bruno , Elisabeth Murisasco
IJVCSN, International Journal of Virtual Communities and Social Networking, 2016, 8 (15)
Journal articles hal-01479307v1
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Humpback whale song theme recognition tool

Julie Patris , Franck Malige , D. Djokic , Renata Sousa-Lima , Hervé Glotin
DCLDE 2018, Jun 2018, Paris, France
Conference poster hal-01868825v1
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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, France. pp.3189-3193, ⟨10.1109/ICASSP43922.2022.9746102⟩
Conference papers hal-03824772v1

Presence of Southeast Pacific blue whales ( Balaenoptera musculus ) off South Georgia in the South Atlantic Ocean

Constanza Rojas‐cerda , Susannah J Buchan , Trevor A Branch , Franck Malige , Julie Patris , et al.
Marine Mammal Science, 2022, 38, pp.1425 - 1441. ⟨10.1111/mms.12946⟩
Journal articles hal-03812724v1
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MSMT-CNN for solar active region detection with multi-spectral analysis

Majedaldein Almahasneh , Adeline Paiement , Xianghua Xie , Jean Aboudarham
SN Computer Science, In press, ⟨10.1007/s42979-022-01088-y⟩
Journal articles hal-03584929v1
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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, France. ⟨10.23919/OCEANS44145.2021.9706122⟩
Conference papers hal-03583552v1

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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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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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
Conference papers hal-02912027v1
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A standardized method of classifying pulsed sounds and its application to pulse rate measurement of blue whale southeast Pacific song units

Julie Patris , Franck Malige , Hervé Glotin , Mark Asch , Susannah Buchan
Journal of the Acoustical Society of America, 2019, 146 (4), pp.2145-2154. ⟨10.1121/1.5126710⟩
Journal articles hal-02440173v1
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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⟩
Conference papers hal-02313922v1
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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, In press, ⟨10.1177/02783649231177322⟩
Journal articles hal-04089339v1
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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

Joint analysis of pulsation and peak frequency : toward a new mathematical model for examining frequency decrease in pulsed blue whale song

Franck Malige , Julie Patris , Susannah J. , Kathleen M Stafford , R. Hucke-Gaete , et al.
DCLDE 2018, Jun 2018, PARIS, France
Conference papers hal-01868823v1
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Large-scale unsupervised clustering of Orca vocalizations: a model for describing Orca communication systems

Marion Poupard , Paul Best , Jan Schlüter , Helena Symonds , Paul Spong , et al.
2nd International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots, Aug 2019, Londres, United Kingdom. ⟨10.7287/peerj.preprints.27979v1⟩
Conference papers hal-02965872v1
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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
Conference papers hal-02865300v1
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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

Proceedings of the 3rd International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots (VIHAR 2021)

Mohamed Chetouani , Elodie Mandel-Briefer , Angela Dassow , Ricard Marxer , Roger Moore , et al.
2021, 978-2-9562029-2-9
Books hal-03429487v1
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Characterization of low surface brightness structures in annotated deep images

Elisabeth Sola , Pierre-Alain Duc , Felix Richards , Adeline Paiement , Mathias Urbano , et al.
Astronomy and Astrophysics - A&A, 2022, 662, pp.A124. ⟨10.1051/0004-6361/202142675⟩
Journal articles hal-03711971v1
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A low-level set of stationary features dedicated to non-intrusive load monitoring

FARID DINAR , Romain Chayla , Sébastien Paris , Eric Busvelle
International Conference on Systems and Control, Nov 2022, Marseille, France
Conference papers hal-03855164v1

Proceedings of the 1st International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots (VIHAR 2017)

Angela Dassow , Ricard Marxer , Roger Moore
2017, 978-2-9562029-0-5
Books hal-03609819v1
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A Chatbot Framework for the Children's Legal Centre

Jay Morgan , Adeline Paiement , Monika Seisenberger , Jane Williams , Adam Wyner
The 31st international conference on Legal Knowledge and Information Systems (JURIX), Dec 2018, Groningen, Netherlands
Conference papers hal-01878545v2
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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

Monohydrophone 3D localization of baleen whales

Julie Patris , Dimitri Komatitsch , Marc Asch , Susannah Buchan , Franck Malige , et al.
DCLDE 2018, Jun 2018, PARIS, France
Conference papers hal-01868824v1
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A Real-Time Streaming and Detection System for Bio-acoustic Ecological Studies after the Fukushima Accident

Hill Hiroki Kobayashi , Hiromi Kudo , Hervé Glotin , Vincent Roger , Marion Poupard , et al.
Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018
Book sections hal-01879592v1
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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
Conference papers hal-02399138v1
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Panoptic Segmentation of Galactic Structures in LSB Images

Felix Richards , Adeline Paiement , Xianghua Xie , Elisabeth Sola , Pierre-Alain Duc
18th International Conference on Machine Vision Applications, Jul 2023, Hamamatsu, Shizuoka, Japan
Conference papers hal-04129549v1
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Behavioural responses of humpback whales to food-related chemical stimuli

Bertrand Bouchard , Jean-Yves Barnagaud , Marion Poupard , Hervé Glotin , Pauline Gauffier , et al.
PLoS ONE, 2019, 14 (2), pp.e0212515. ⟨10.1371/journal.pone.0212515⟩
Journal articles hal-04132529v1
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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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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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Domain-informed graph neural networks: a quantum chemistry case study

Jay Morgan , Adeline Paiement , Christian Klinke
2023
Preprints, Working Papers, ... hal-04142152v1
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Mono-hydrophone localization of baleen whales: a study of propagation using a spectral element method applied in Northern Chile

Julie Patris , Dimitri Komatitsch , Maritza Sepúlveda , Macarena Santos , Hervé Glotin , et al.
Oceans 2019, Jun 2019, Marseille, France. ⟨10.1109/OCEANSE.2019.8867333⟩
Conference papers hal-02440437v1
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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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Impact of Anthropogenic Sounds on Marine Mammals, Monitoring Techniques and Application to the Abysound Project

P Best , M Ferrari , H Glotin , M Poupard
[Research Report] Université de toulon. 2019
Reports hal-03211896v1
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Theoretical study of narrow band high frequency clicks from small dolphins : models and measures

Franck Malige , Julie Patris , Gisela Giardino , Diego Horacio Rodriguez , Hervé Glotin
2022
Preprints, Working Papers, ... hal-04126272v1

Proceedings of the 2nd International Workshop on Vocal Interactivity in-and-between Humans, Animals and Robots (VIHAR 2019)

Angela Dassow , Ricard Marxer , Roger Moore , Dan Stowell
, 2019, 978-2-9562029-1-2
Books hal-03609831v1
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EthoAcoustics : a model based on t-SNE & Clustering, ap-plied on Pantropical spotted dolphin during Whale Watching

Marion Poupard , Benjamin de Montgolfier , Vincent Roger , Devashish Lohani , Hervé Glotin
8th International DCLDE (Detection, Classification, Localization, and Density Estimation) Workshop, Jun 2018, Paris, France
Conference poster hal-01873336v1
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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
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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
Conference papers hal-04108737v1
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MULTI-SCALE GRIDDED GABOR ATTENTION FOR CIRRUS SEGMENTATION

Felix Richards , Xianghua Xie , Adeline Paiement , Elisabeth Sola , Pierre-Alain Duc
IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. ⟨10.1109/ICIP46576.2022.9898045⟩
Conference papers hal-04062643v1
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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⟩
Conference papers hal-03408592v1
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Overview of LifeCLEF 2021: an evaluation of Machine-Learning based Species Identification and Species Distribution Prediction

Alexis Joly , Hervé Goëau , Stefan Kahl , Lukáš Picek , Titouan Lorieul , et al.
CLEF 2021 - 12th International Conference of the CLEF Association, Sep 2021, Virtual Event, France. pp.371-393, ⟨10.1007/978-3-030-85251-1_24⟩
Conference papers hal-03415990v1
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Physics-informed detection and segmentation of type II solar radio bursts

Joseph Jenkins , Adeline Paiement , Jean Aboudarham , Xavier Bonnin
British Machine Vision Virtual Conference, Sep 2020, Virtual, United Kingdom
Conference papers hal-02923001v1
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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.
FA2020, Dec 2020, Lyon, France
Conference papers hal-03078655v1
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VI-Net: View-Invariant Quality of Human Movement Assessment

Faegheh Sardari , Adeline Paiement , Sion Hannuna , Majid Mirmehdi
Sensors, In press
Journal articles hal-02934456v1
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Nursing Behavior in Sperm Whales (Physeter macrocephalus)

François Sarano , Véronique Sarano , Modan-Lou Tonietto , Adrien Yernaux , Jean-Luc Jung , et al.
Animal Behavior and Cognition, 2023, 10 (2), pp.105-131. ⟨10.26451/abc.10.02.02.2023⟩
Journal articles hal-04207557v1

Comment adapter les systèmes d'apprentissages modernes pour les données et problèmes en oncologie?

Vincent Roger
1st workshop eSanté : Données, Big Data & IA en Oncologie, May 2019, Toulouse, France
Conference papers hal-03003825v1
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REAL-TIME PASSIVE ACOUSTIC 3D TRACKING OF DEEP DIVING CETACEAN BY SMALL NON-UNIFORM MOBILE SURFACE ANTENNA

M. Poupard , M. Ferrari , J Schlüter , Ricard Marxer , P Giraudet , et al.
2019 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom
Conference papers hal-02445414v1
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Ethoacoustic by bayesian non parametric and stochastic neighbor embedding to forecast anthropic pressure on dolphins

Marion Poupard , Benjamin de Montgolfier , Hervé Glotin
OCEANS, Jun 2020, Marseille, France
Conference papers hal-02445440v1
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Inter-annual decrease in pulse rate and peak frequency of Southeast Pacific blue whale song types

Julie Patris , Susannah J Buchan , Kathleen M Stafford , Ken Findlay , Rodrigo Hucke-Gaete , et al.
Scientific Reports, 2020, ⟨10.1038/s41598-020-64613-0⟩
Journal articles hal-02586669v1