An Ensemble Framework of Voice-Based Emotion Recognition System

• Published in: 2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia) pp. 1 - 6
• Main Authors: Tao, Fei, Liu, Gang, Zhao, Qingen
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.05.2018
• Subjects: Acoustics; attention model; deep learning; Emotion recognition; ensemble framework; Feature extraction; Hidden Markov models; multi-task learning; Neurons; Speech recognition; Task analysis

Emotion recognition will improve the user experience of artificial intelligence (AI) product. Voice-based emotion recognition system has low hardware requirement and can be easily employed onto current AI product, e.g. Amazon Echo, Google Home and so on. The previous voicebased emotion recognition s...