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The work assessed seven classical classifiers and two beamforming algorithms for detecting surveillance sound events. The tests included the use of AWGN with -10 dB to 30 dB SNR. Data Augmentation was also employed to improve algorithms' performance.
Externí odkaz:
http://arxiv.org/abs/2005.11348
Due to the growing demand for improving surveillance capabilities in smart cities, systems need to be developed to provide better monitoring capabilities to competent authorities, agencies responsible for strategic resource management, and emergency
Externí odkaz:
http://arxiv.org/abs/1910.12369
Autor:
Spadini, Tito, Suyama, Ricardo
Speech enhancement is a crucial task for several applications. Among the most explored techniques are the Wiener filter and the LogMMSE, but approaches exploring deep learning adapted to this task, such as SEGAN, have presented relevant results. This
Externí odkaz:
http://arxiv.org/abs/1910.09522
Akademický článek
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Autor:
Spadini, Tito Caco Curimbaba
Publikováno v:
Repositório Institucional da UFABC
Universidade Federal do ABC (UFABC)
instacron:UFABC
Universidade Federal do ABC (UFABC)
instacron:UFABC
Orientador: Prof. Dr. Ricardo Suyama Dissertação (mestrado) - Universidade Federal do ABC, Programa de Pós-Graduação em Engenharia da Informação, Santo André, 2020. Neste trabalho serão abordados aspectos inerentes a sinais de áudio, bem co
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3056::f9cebacc7ef8165174372be60ed05f29
http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122043
http://biblioteca.ufabc.edu.br/index.php?codigo_sophia=122043
Autor:
Spadini, Tito
Neste capítulo, eu conto, com certo nível de detalhamento, algumas das histórias boas (e não tão boas) que vivi ainda nos primeiros contatos que tive com a Universidade Federal do ABC (UFABC) desde a época do vestibular. Eu explico um pouco sob
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d8f804db0e39395fbbc0b22b4162f695