Learning Deep Representation of The Emotion Speech Signal

Duan, Junyi and Song, Zheng and Zhao, Jianfeng (2021) Learning Deep Representation of The Emotion Speech Signal. In: Proceedings of the 8th EAI International Conference on Green Energy and Networking, GreeNets 2021, June 6-7, 2021, Dalian, People’s Republic of China.

[thumbnail of 45698.pdf] PDF
45698.pdf

Download (720kB)

Abstract

This paper aims at learning deep representation of emotion speech signal directly from raw audio clip using a 1D convolutional encoder, and reconstructing the audio signal using a 1D deconvolutional decoder. The learned deep features which contain the essential information of the signal, should be r

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 14:35
Last Modified: 17 Apr 2026 08:04
URI: http://eprints.eai.eu/id/eprint/35437

Actions (login required)

View Item
View Item