dc.creator | Ríos Navarro, José Antonio | es |
dc.creator | Piñero Fuentes, Enrique | es |
dc.creator | Canas Moreno, Salvador | es |
dc.creator | Javed, A. | es |
dc.creator | Harkin, Jim | es |
dc.creator | Linares Barranco, Alejandro | es |
dc.date.accessioned | 2023-09-11T10:15:38Z | |
dc.date.available | 2023-09-11T10:15:38Z | |
dc.date.issued | 2023-07 | |
dc.identifier.citation | Ríos Navarro, J.A., Piñero Fuentes, E., Canas Moreno, S., Javed, A., Harkin, J. y Linares Barranco, A. (2023). LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading. https://doi.org/10.1109/ISCAS46773.2023.10181685. | |
dc.identifier.isbn | 978-1-6654-5109-3 | es |
dc.identifier.issn | 2158-1525 | es |
dc.identifier.uri | https://hdl.handle.net/11441/148852 | |
dc.description.abstract | This paper presents a sensory fusion neuromorphic
dataset collected with precise temporal synchronization using a
set of Address-Event-Representation sensors and tools. The target
application is the lip reading of several keywords for different
machine learning applications, such as digits, robotic commands,
and auxiliary rich phonetic short words. The dataset is enlarged
with a spiking version of an audio-visual lip reading dataset collected with frame-based cameras. LIPSFUS is publicly available
and it has been validated with a deep learning architecture for
audio and visual classification. It is intended for sensory fusion
architectures based on both artificial and spiking neural network
algorithms. | es |
dc.format | application/pdf | es |
dc.format.extent | 5 p. | es |
dc.language.iso | eng | es |
dc.publisher | Institute of Electrical and Electronics Engineers | es |
dc.relation.ispartof | null | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Neuromorphic dataset | es |
dc.subject | Sensory fusion | es |
dc.subject | Dynamic vision sensor | es |
dc.subject | Neuromorphic auditory sensor | es |
dc.title | LIPSFUS: A neuromorphic dataset for audio-visual sensory fusion of lip reading | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/submittedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores | es |
dc.relation.publisherversion | https://ieeexplore.ieee.org/document/10181685 | es |
dc.identifier.doi | 10.1109/ISCAS46773.2023.10181685 | es |
dc.contributor.group | Universidad de Sevilla. TEP108: Robótica y Tecnología de Computadores | es |
idus.validador.nota | Preprint. Submitted version | es |
dc.eventtitle | IEEE International Symposium on Circuits and Systems (ISCAS) | es |
dc.eventinstitution | Monterey, CA, USA | es |