{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,2]],"date-time":"2022-04-02T23:55:46Z","timestamp":1648943746655},"reference-count":0,"publisher":"IOS Press","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,9,8]]},"abstract":"<jats:p>The development of acoustic scenes recognition systems has been a topic of extensive research due to its applications in several fields of science and engineering. This paper proposes an environmental system in which firstly a time-frequency representation is obtained using the Continuous Wavelet Transform (CWT). The time frequency representation is then represented as a color image using the Viridis color map, which is then inserted into a Deep Neural Network (DNN) to carry out the classification task. Evaluation results using several public data bases show that proposed scheme provides a classification performance better than the performance provided by other previously proposed schemes.<\/jats:p>","DOI":"10.3233\/faia210029","type":"book-chapter","created":{"date-parts":[[2021,9,16]],"date-time":"2021-09-16T09:22:51Z","timestamp":1631784171000},"source":"Crossref","is-referenced-by-count":0,"title":["Acoustic Scenery Recognition Using CWT and Deep Neural Network"],"prefix":"10.3233","author":[{"given":"Francisco","family":"Mondragon","sequence":"first","affiliation":[{"name":"Instituto Politecnico Nacional, Av. Santa Ana 1000, Coyoacan, 0440, CDMX, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jonathan","family":"Jimenez","sequence":"additional","affiliation":[{"name":"Instituto Politecnico Nacional, Av. Santa Ana 1000, Coyoacan, 0440, CDMX, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mariko","family":"Nakano","sequence":"additional","affiliation":[{"name":"Instituto Politecnico Nacional, Av. Santa Ana 1000, Coyoacan, 0440, CDMX, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Toru","family":"Nakashika","sequence":"additional","affiliation":[{"name":"The University of Electro-Communications, 1-8-1 Chofugaoka, 182 Tokyo, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hector","family":"Perez-Meana","sequence":"additional","affiliation":[{"name":"Instituto Politecnico Nacional, Av. Santa Ana 1000, Coyoacan, 0440, CDMX, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","New Trends in Intelligent Software Methodologies, Tools and Techniques"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA210029","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:28:59Z","timestamp":1635168539000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA210029"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,8]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia210029","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,9,8]]}}}