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Musical Emotion Recognition with Spectral Feature Extraction based on a Sinusoidal Model with Model-based and Deep-learning approaches

This paper presents a method for extracting novel spectral features based on a sinusoidal model. The method is focused on characterizing the spectral shapes of audio signals using spectral peaks in frequency sub-bands. The extracted features are evaluated for predicting the levels of emotional dimen...

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Detalles Bibliográficos
Autores principales: Xie, Baijun, Kim, Jonathan C., Park, Chung Hyuk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9109831/
https://www.ncbi.nlm.nih.gov/pubmed/35582331
http://dx.doi.org/10.3390/app10030902