Detecção de Sentimento Utilizando Deep Learning para Auxílio em Análise Forense

  • Felipe Masao UFMT
  • Thiago Ventura Universidade Federal de Mato Grosso

Resumo


Screams and moans are a specific way of communicating and carry a feeling behind the sound player. Machine Learning tecniques were used to detect feelings in various sounds produced by people. It was developed a model using Deep Learning to do this kind of classification achieving a precision of 93,5%.

Referências

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Publicado
04/11/2019
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MASAO, Felipe; VENTURA, Thiago. Detecção de Sentimento Utilizando Deep Learning para Auxílio em Análise Forense. In: ESCOLA REGIONAL DE INFORMÁTICA DE MATO GROSSO (ERI-MT), 10. , 2019, Cuiabá. Os Anais da X Escola Regional de Informática de Mato Grosso. Porto Alegre: Sociedade Brasileira de Computação, nov. 2019 . p. 142-144. DOI: https://doi.org/10.5753/eri-mt.2019.8614.