Identificador persistente para citar o vincular este elemento:
http://hdl.handle.net/10553/121504
Campo DC | Valor | idioma |
---|---|---|
dc.contributor.author | Mesa-Cantillo, Carlos M. | en_US |
dc.contributor.author | Alonso-González, Itziar G. | en_US |
dc.contributor.author | Quintana-Suárez, Miguel A. | en_US |
dc.contributor.author | Ley-Bosch, Carlos | en_US |
dc.contributor.author | Ramírez-Casañas, Carlos | en_US |
dc.contributor.author | Sánchez-Medina, Javier J. | en_US |
dc.contributor.author | Sánchez-Rodríguez, David | en_US |
dc.date.accessioned | 2023-03-22T18:10:12Z | - |
dc.date.available | 2023-03-22T18:10:12Z | - |
dc.date.issued | 2023 | en_US |
dc.identifier.issn | 2308-4219 | en_US |
dc.identifier.uri | http://hdl.handle.net/10553/121504 | - |
dc.description.abstract | Automatic recognition of sound events by computers is a requirement for several emerging applications, such as surveillance, automatic listening, and noise source identification. Acoustic Event Detection (AED) has the objective of knowing the identity of sounds and their temporal position in signals captured by one or several microphones. In this work, a pretrained Yet Another Mobile Network (YAMNet) model is used to perform real-time audio classification. This model is an audio event classifier that takes the audio waveform as input and makes independent predictions for each of the 521 audio events in the AudioSet ontology. The model uses the MobileNet v1 architecture and was trained using the AudioSet corpus. By utilizing a Raspberry Pi 3, a commercial microphone and a set of beacons, this system detects when an event occurs. Thus, the system can detect where and what event has been detected and send it to a database. After that, an update is made in the database and a notification can be sent to the users of a specific application. This information may be useful for people with disabilities to be warned of danger in nearby areas. | en_US |
dc.language | eng | en_US |
dc.relation.ispartof | International Conference on Wireless and Mobile Communications (19.Barcelona.2023) | en_US |
dc.source | https://www.thinkmind.org/index.php?view=article&articleid=icwmc_2023_1_10_20007 | en_US |
dc.subject | 332505 Radiocomunicaciones | en_US |
dc.subject.other | sound event classification | en_US |
dc.subject.other | beacons | en_US |
dc.subject.other | machine learning | en_US |
dc.subject.other | yamnet | en_US |
dc.title | A Sound Events Detection and Localization System based on YAMNet Model and BLE Beacons | en_US |
dc.type | info:eu-repo/semantics/article | en_US |
dc.type | Article | en_US |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Artículo | en_US |
dc.utils.revision | Sí | en_US |
dc.identifier.ulpgc | Sí | en_US |
dc.contributor.buulpgc | BU-TEL | en_US |
item.fulltext | Con texto completo | - |
item.grantfulltext | open | - |
crisitem.author.dept | GIR IDeTIC: División de Redes y Servicios Telemáticos | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | GIR IDeTIC: División de Redes y Servicios Telemáticos | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | GIR IDeTIC: División de Redes y Servicios Telemáticos | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.dept | GIR IUCES: Centro de Innovación para la Empresa, el Turismo, la Internacionalización y la Sostenibilidad | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | Departamento de Informática y Sistemas | - |
crisitem.author.dept | GIR IDeTIC: División de Redes y Servicios Telemáticos | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Ingeniería Telemática | - |
crisitem.author.orcid | 0000-0001-8487-2559 | - |
crisitem.author.orcid | 0000-0002-7520-4468 | - |
crisitem.author.orcid | 0000-0002-0939-3045 | - |
crisitem.author.orcid | 0000-0001-7402-373X | - |
crisitem.author.orcid | 0000-0003-2530-3182 | - |
crisitem.author.orcid | 0000-0003-2700-1591 | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.fullName | Alonso González, Itziar Goretti | - |
crisitem.author.fullName | Quintana Suárez, Miguel Ángel | - |
crisitem.author.fullName | Ley Bosch, Carlos | - |
crisitem.author.fullName | Ramírez Casañas, Carlos Miguel | - |
crisitem.author.fullName | Sánchez Medina, Javier Jesús | - |
crisitem.author.fullName | Sánchez Rodríguez, David De La Cruz | - |
Colección: | Artículos |
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