Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/70040
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Noda, Juan J. | - |
dc.contributor.author | Travieso-González, Carlos M. | - |
dc.contributor.author | Sánchez-Rodríguez, David | - |
dc.contributor.author | Alonso-Hernández, Jesús B. | - |
dc.date.accessioned | 2020-02-05T12:52:03Z | - |
dc.date.available | 2020-02-05T12:52:03Z | - |
dc.date.issued | 2019 | - |
dc.identifier.issn | 2076-3417 | - |
dc.identifier.other | Scopus | - |
dc.identifier.other | WoS | - |
dc.identifier.uri | http://hdl.handle.net/10553/70040 | - |
dc.description.abstract | This work introduces a new approach for automatic identification of crickets, katydids and cicadas analyzing their acoustic signals. We propose the building of a tool to identify this biodiversity. The study proposes a sound parameterization technique designed specifically for identification and classification of acoustic signals of insects using Mel Frequency Cepstral Coefficients (MFCC) and Linear Frequency Cepstral Coefficients (LFCC). These two sets of coefficients are evaluated individually as has been done in previous studies and have been compared with the fusion proposed in this work, showing an outstanding increase in identification and classification at species level reaching a success rate of 98.07% on 343 insect species. | - |
dc.language | eng | - |
dc.relation.ispartof | Applied Sciences (Basel) | - |
dc.source | Applied Sciences (Basel) [ISSN 2076-3417], v. 9 (19), 4097 | - |
dc.subject | 3307 Tecnología electrónica | - |
dc.subject.other | Acoustic Monitoring | - |
dc.subject.other | Bioacoustic Taxonomy Identification | - |
dc.subject.other | Biological Acoustic Analysis | - |
dc.subject.other | Insect Sound Classification | - |
dc.subject.other | Support Vector Machine | - |
dc.title | Acoustic classification of singing insects based on MFCC/LFCC fusion | - |
dc.type | info:eu-repo/semantics/article | - |
dc.type | Article | - |
dc.identifier.doi | 10.3390/app9194097 | - |
dc.identifier.scopus | 85073266360 | - |
dc.identifier.isi | 000496258100155 | - |
dc.contributor.authorscopusid | 57187964500 | - |
dc.contributor.authorscopusid | 57201316633 | - |
dc.contributor.authorscopusid | 56690271600 | - |
dc.contributor.authorscopusid | 57195466969 | - |
dc.identifier.eissn | 2076-3417 | - |
dc.identifier.issue | 19 | - |
dc.relation.volume | 9 | - |
dc.investigacion | Ingeniería y Arquitectura | - |
dc.type2 | Artículo | - |
dc.contributor.daisngid | 7100305 | - |
dc.contributor.daisngid | 265761 | - |
dc.contributor.daisngid | 139480 | - |
dc.contributor.daisngid | 418703 | - |
dc.description.numberofpages | 11 | - |
dc.utils.revision | Sí | - |
dc.contributor.wosstandard | WOS:Noda, JJ | - |
dc.contributor.wosstandard | WOS:Travieso-Gonzalez, CM | - |
dc.contributor.wosstandard | WOS:Sanchez-Rodriguez, D | - |
dc.contributor.wosstandard | WOS:Alonso-Hernandez, JB | - |
dc.identifier.ulpgc | Sí | es |
dc.description.sjr | 0,418 | |
dc.description.jcr | 2,474 | |
dc.description.sjrq | Q1 | |
dc.description.jcrq | Q2 | |
dc.description.scie | SCIE | |
item.grantfulltext | open | - |
item.fulltext | Con texto completo | - |
crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
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 Procesado Digital de Señales | - |
crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
crisitem.author.orcid | 0000-0002-4621-2768 | - |
crisitem.author.orcid | 0000-0003-2700-1591 | - |
crisitem.author.orcid | 0000-0002-7866-585X | - |
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.fullName | Travieso González, Carlos Manuel | - |
crisitem.author.fullName | Sánchez Rodríguez, David De La Cruz | - |
crisitem.author.fullName | Alonso Hernández, Jesús Bernardino | - |
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