End-to-End Speech Emotion Recognition Using Multi-Scale Convolution Networks

• Main Authors: Sivanagaraja, Tatinati, Ho, Mun Kit, Khong, Andy Wai Hoong, Wang, Yubo
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2018
• Subjects: Machine Learning; Emotion Recognition
• Online Access: https://hdl.handle.net/10356/88357; http://hdl.handle.net/10220/44716
• Institution: Nanyang Technological University

Automatic speech emotion recognition is one of the challenging tasks in machine learning community mainly due to the significant variations across individuals while expressing the same emotion cue. The success of emotion recognition with machine learning techniques primarily depends on the feature s...