Urban Sound Event Detection and Classification

Detalhes bibliográficos
Autor(a) principal: Alves, João
Data de Publicação: 2020
Outros Autores: Guerreiro, Pedro, Marques, Gonçalo, Paulo, Joel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.34629/ipl.isel.i-ETC.61
Resumo: The ability to automatically detect/classify complex and dynamic urban sounds is important tool for urban planning such as building efficient noise monitoring and control, surveillance systems, urban soundscape mappings, and could be a foundation for improvement of life in the cities of tomorrow.We present a proof of concept for a sound detection, monitoring and classification system for urban environments in the context of Smart Cities. Ultimately, the proposed system be deployed in numerous urban locations for long periods of time, allowing for the collection of urban acoustic data.
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spelling Urban Sound Event Detection and ClassificationThe ability to automatically detect/classify complex and dynamic urban sounds is important tool for urban planning such as building efficient noise monitoring and control, surveillance systems, urban soundscape mappings, and could be a foundation for improvement of life in the cities of tomorrow.We present a proof of concept for a sound detection, monitoring and classification system for urban environments in the context of Smart Cities. Ultimately, the proposed system be deployed in numerous urban locations for long periods of time, allowing for the collection of urban acoustic data.ISEL - High Institute of Engineering of Lisbon2020-06-19T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.34629/ipl.isel.i-ETC.61oai:i-ETC.journals.isel.pt:article/61i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers; Vol 6, No 1 (2020): Volume 6; ID-2i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers; Vol 6, No 1 (2020): Volume 6; ID-22182-4010reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttp://journals.isel.pt/index.php/i-ETC/article/view/61https://doi.org/10.34629/ipl.isel.i-ETC.61http://journals.isel.pt/index.php/i-ETC/article/view/61/64Copyright (c) 2020 João Alves, Pedro Guerreiro, Gonçalo Marques, Joel Paulohttp://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessAlves, JoãoGuerreiro, PedroMarques, GonçaloPaulo, Joel2022-09-20T15:26:05Zoai:i-ETC.journals.isel.pt:article/61Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T15:51:11.266546Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Urban Sound Event Detection and Classification
title Urban Sound Event Detection and Classification
spellingShingle Urban Sound Event Detection and Classification
Alves, João
title_short Urban Sound Event Detection and Classification
title_full Urban Sound Event Detection and Classification
title_fullStr Urban Sound Event Detection and Classification
title_full_unstemmed Urban Sound Event Detection and Classification
title_sort Urban Sound Event Detection and Classification
author Alves, João
author_facet Alves, João
Guerreiro, Pedro
Marques, Gonçalo
Paulo, Joel
author_role author
author2 Guerreiro, Pedro
Marques, Gonçalo
Paulo, Joel
author2_role author
author
author
dc.contributor.author.fl_str_mv Alves, João
Guerreiro, Pedro
Marques, Gonçalo
Paulo, Joel
description The ability to automatically detect/classify complex and dynamic urban sounds is important tool for urban planning such as building efficient noise monitoring and control, surveillance systems, urban soundscape mappings, and could be a foundation for improvement of life in the cities of tomorrow.We present a proof of concept for a sound detection, monitoring and classification system for urban environments in the context of Smart Cities. Ultimately, the proposed system be deployed in numerous urban locations for long periods of time, allowing for the collection of urban acoustic data.
publishDate 2020
dc.date.none.fl_str_mv 2020-06-19T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://doi.org/10.34629/ipl.isel.i-ETC.61
oai:i-ETC.journals.isel.pt:article/61
url https://doi.org/10.34629/ipl.isel.i-ETC.61
identifier_str_mv oai:i-ETC.journals.isel.pt:article/61
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://journals.isel.pt/index.php/i-ETC/article/view/61
https://doi.org/10.34629/ipl.isel.i-ETC.61
http://journals.isel.pt/index.php/i-ETC/article/view/61/64
dc.rights.driver.fl_str_mv Copyright (c) 2020 João Alves, Pedro Guerreiro, Gonçalo Marques, Joel Paulo
http://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2020 João Alves, Pedro Guerreiro, Gonçalo Marques, Joel Paulo
http://creativecommons.org/licenses/by-nc/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv ISEL - High Institute of Engineering of Lisbon
publisher.none.fl_str_mv ISEL - High Institute of Engineering of Lisbon
dc.source.none.fl_str_mv i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers; Vol 6, No 1 (2020): Volume 6; ID-2
i-ETC : ISEL Academic Journal of Electronics Telecommunications and Computers; Vol 6, No 1 (2020): Volume 6; ID-2
2182-4010
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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