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eess.AS2022★ 34 cited
Learning Speech Emotion Representations in the Quaternion Domain
Eric Guizzo, Tillman Weyde, Simone Scardapane +1
The modeling of human emotion expression in speech signals is an important, yet challenging task. The high resource demand of speech emotion recognition models, combined with the t…
eess.AS2018★ 62 cited
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events
Danilo Comminiello, Marco Lella, Simone Scardapane +1
Learning from data in the quaternion domain enables us to exploit internal dependencies of 4D signals and treating them as a single entity. One of the models that perfectly suits w…