Head Fusion: Improving the Accuracy and Robustness of Speech Emotion Recognition on the IEMOCAP and RAVDESS Dataset

Head Fusion: Improving the Accuracy and Robustness of Speech Emotion Recognition on the IEMOCAP and RAVDESS Dataset

Speech Emotion Recognition (SER) refers to the use of machines to recognize the emotions of a speaker from his (or her) speech. SER benefits Human-Computer Interaction(HCI). But there are still many problems in SER research, <italic>e.g.</italic>, the lack of high-quality data, insuffici...

Full description

Bibliographic Details
Main Authors: Mingke Xu, Fan Zhang, Wei Zhang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Speech emotion recognition
convolutional neural network
attention mechanism
noise reduction
Online Access:https://ieeexplore.ieee.org/document/9381872/

Internet

https://ieeexplore.ieee.org/document/9381872/

Similar Items