A Lightweight Multi-Scale Model for Speech Emotion Recognition

A Lightweight Multi-Scale Model for Speech Emotion Recognition

Recognizing emotional states from speech is essential for human-computer interaction. It is challenging to realize effective speech emotion recognition (SER) on platforms with limited memory capacity and computing power. In this paper, we propose a lightweight multi-scale deep neural network archite...

Full description

Saved in:
Bibliographic Details
Main Authors: Haoming Li, Daqi Zhao, Jingwen Wang, Deqiang Wang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Speech emotion recognition
MFCC
attention mechanism
center loss
Online Access:https://ieeexplore.ieee.org/document/10606457/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://ieeexplore.ieee.org/document/10606457/

Similar Items