Abstract: Speech Emotion Recognition is a significant pattern recognition of human speech using feature extraction for communication media. This paper aims to recognize speech emotion through the CNN ...

Deep neural networks (DNNs), the machine learning algorithms underpinning the functioning of large language models (LLMs) and other artificial intelligence (AI) models, learn to make accurate ...

Official PyTorch implementation and pretrained models for: ResoNet: A Synergistic Deep Learning Architecture for Robust Cross-Corpus Speech Emotion Recognition This repository provides a complete ...

In the field of affective computing (Muhl C. and G., 2014), automatic emotion recognition (AER) (Stern, 2002) has gained significant attention (Kim et al., 2013 ...

Introduction: Emotion recognition based on electroencephalogram (EEG) signals has shown increasing application potential in fields such as brain-computer interfaces and affective computing. However, ...

This challenging project involves classifying speech into 8 distinct emotions. While commercial systems often focus on 3-4 emotions, this system achieves impressive results across all 8 emotion ...

ABSTRACT: In this paper, the Isometric Mapping (ISOMAP) algorithm is applied to recognize oracle bone inscription images. First, the sample set undergoes denoising and size normalization as ...

Fujitsu Research, Fujitsu Limited, 4-1-1, Kamiodanaka, Nakahara-ku, Kawasaki, Kanagawa 211-8588, Japan ...