High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ
International audience Passive acoustics allow us to study large animals and obtain information that could not be gathered through other methods. In this paper we study a set of near-field audiovisual recordings of a sperm whale pod, acquired with a ultra high-frequency and small aperture antenna. W...
Main Authors: | , , , , , , , |
---|---|
Other Authors: | , , , , , , , , , , , , |
Format: | Conference Object |
Language: | English |
Published: |
HAL CCSD
2019
|
Subjects: | |
Online Access: | https://hal.science/hal-02313898 https://hal.science/hal-02313898/document https://hal.science/hal-02313898/file/Sarano_OCEAN.pdf |
id |
ftunivnantes:oai:HAL:hal-02313898v1 |
---|---|
record_format |
openpolar |
spelling |
ftunivnantes:oai:HAL:hal-02313898v1 2023-05-15T17:59:23+02:00 High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ Ferrari, Maxence Glotin, Hervé Marxer, Ricard Barchasz, Valentin Sarano, Véronique Gies, Valentin Asch, Mark Sarano, François Laboratoire Amiénois de Mathématique Fondamentale et Appliquée - UMR CNRS 7352 (LAMFA) Université de Picardie Jules Verne (UPJV)-Centre National de la Recherche Scientifique (CNRS) DYNamiques de l’Information (DYNI) Laboratoire d'Informatique et Systèmes (LIS) Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) Université de Toulon (UTLN) University of Sheffield Sheffield Longitude 181 Institut des Matériaux, de Microélectronique et des Nanosciences de Provence (IM2NP) Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) Laboratoire Amiénois de Mathématique Fondamentale et Appliquée (LAMFA) Bureau des Longitudes PNRIA Marseille, France 2019-06-17 https://hal.science/hal-02313898 https://hal.science/hal-02313898/document https://hal.science/hal-02313898/file/Sarano_OCEAN.pdf en eng HAL CCSD hal-02313898 https://hal.science/hal-02313898 https://hal.science/hal-02313898/document https://hal.science/hal-02313898/file/Sarano_OCEAN.pdf info:eu-repo/semantics/OpenAccess OCEANS 2019 https://hal.science/hal-02313898 OCEANS 2019, Jun 2019, Marseille, France Long Term Survey 3D Tracking Tran- sient Analysis Weak Signal Detection Abyss Monitoring Stereo- Autoencoder Autoencoder FDTD Cetacean Survey Index Terms-Passive Acoustic Monitoring [SDV.BA]Life Sciences [q-bio]/Animal biology [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG] [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation info:eu-repo/semantics/conferenceObject Conference papers 2019 ftunivnantes 2023-03-08T05:11:07Z International audience Passive acoustics allow us to study large animals and obtain information that could not be gathered through other methods. In this paper we study a set of near-field audiovisual recordings of a sperm whale pod, acquired with a ultra high-frequency and small aperture antenna. We propose a novel kind of autoencoder, a Stereo-Autoencoder, and show how it allows to build acoustic manifolds in order to increase our knowledge regarding the characterization of their vocalizations, and possible acoustic individual signature. Conference Object Physeter macrocephalus Sperm whale Université de Nantes: HAL-UNIV-NANTES |
institution |
Open Polar |
collection |
Université de Nantes: HAL-UNIV-NANTES |
op_collection_id |
ftunivnantes |
language |
English |
topic |
Long Term Survey 3D Tracking Tran- sient Analysis Weak Signal Detection Abyss Monitoring Stereo- Autoencoder Autoencoder FDTD Cetacean Survey Index Terms-Passive Acoustic Monitoring [SDV.BA]Life Sciences [q-bio]/Animal biology [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG] [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation |
spellingShingle |
Long Term Survey 3D Tracking Tran- sient Analysis Weak Signal Detection Abyss Monitoring Stereo- Autoencoder Autoencoder FDTD Cetacean Survey Index Terms-Passive Acoustic Monitoring [SDV.BA]Life Sciences [q-bio]/Animal biology [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG] [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation Ferrari, Maxence Glotin, Hervé Marxer, Ricard Barchasz, Valentin Sarano, Véronique Gies, Valentin Asch, Mark Sarano, François High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ |
topic_facet |
Long Term Survey 3D Tracking Tran- sient Analysis Weak Signal Detection Abyss Monitoring Stereo- Autoencoder Autoencoder FDTD Cetacean Survey Index Terms-Passive Acoustic Monitoring [SDV.BA]Life Sciences [q-bio]/Animal biology [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG] [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation |
description |
International audience Passive acoustics allow us to study large animals and obtain information that could not be gathered through other methods. In this paper we study a set of near-field audiovisual recordings of a sperm whale pod, acquired with a ultra high-frequency and small aperture antenna. We propose a novel kind of autoencoder, a Stereo-Autoencoder, and show how it allows to build acoustic manifolds in order to increase our knowledge regarding the characterization of their vocalizations, and possible acoustic individual signature. |
author2 |
Laboratoire Amiénois de Mathématique Fondamentale et Appliquée - UMR CNRS 7352 (LAMFA) Université de Picardie Jules Verne (UPJV)-Centre National de la Recherche Scientifique (CNRS) DYNamiques de l’Information (DYNI) Laboratoire d'Informatique et Systèmes (LIS) Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)-Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) Université de Toulon (UTLN) University of Sheffield Sheffield Longitude 181 Institut des Matériaux, de Microélectronique et des Nanosciences de Provence (IM2NP) Aix Marseille Université (AMU)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) Laboratoire Amiénois de Mathématique Fondamentale et Appliquée (LAMFA) Bureau des Longitudes PNRIA |
format |
Conference Object |
author |
Ferrari, Maxence Glotin, Hervé Marxer, Ricard Barchasz, Valentin Sarano, Véronique Gies, Valentin Asch, Mark Sarano, François |
author_facet |
Ferrari, Maxence Glotin, Hervé Marxer, Ricard Barchasz, Valentin Sarano, Véronique Gies, Valentin Asch, Mark Sarano, François |
author_sort |
Ferrari, Maxence |
title |
High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ |
title_short |
High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ |
title_full |
High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ |
title_fullStr |
High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ |
title_full_unstemmed |
High-frequency Near-field Physeter macrocephalus Monitoring by Stereo-Autoencoder and 3D Model of Sonar Organ |
title_sort |
high-frequency near-field physeter macrocephalus monitoring by stereo-autoencoder and 3d model of sonar organ |
publisher |
HAL CCSD |
publishDate |
2019 |
url |
https://hal.science/hal-02313898 https://hal.science/hal-02313898/document https://hal.science/hal-02313898/file/Sarano_OCEAN.pdf |
op_coverage |
Marseille, France |
genre |
Physeter macrocephalus Sperm whale |
genre_facet |
Physeter macrocephalus Sperm whale |
op_source |
OCEANS 2019 https://hal.science/hal-02313898 OCEANS 2019, Jun 2019, Marseille, France |
op_relation |
hal-02313898 https://hal.science/hal-02313898 https://hal.science/hal-02313898/document https://hal.science/hal-02313898/file/Sarano_OCEAN.pdf |
op_rights |
info:eu-repo/semantics/OpenAccess |
_version_ |
1766168182677045248 |