Toward Interpretable Polyphonic Sound Event Detection with Attention Maps Based on Local Prototypes

Pablo Zinemanas, Martín Rocamora, Eduardo Fonseca, Frederic Font, Xavier Serra. Toward Interpretable Polyphonic Sound Event Detection with Attention Maps Based on Local Prototypes. In Frederic Font, Annamaria Mesaros, Daniel P. W. Ellis, Eduardo Fonseca, Magdalena Fuentes, Benjamin Elizalde, editors, Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), Online, November 15-19, 2021. pages 50-54, 2021. [doi]

Abstract

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