Novel speech-based emotion climate recognition in peers' conversations incorporating affect dynamics and temporal convolutional neural networks

G Alhussein, M Alkhodari, AH Khandoker… - IEEE …, 2025 - ieeexplore.ieee.org
Peers' conversation provides a domain of rich emotional information. The latter, apart from
facial and gestural expressions, it is also naturally conveyed via peers' speech, contributing …

Emotion recognition employing ECG and GSR signals as markers of ANS

P Das, A Khasnobish… - 2016 conference on …, 2016 - ieeexplore.ieee.org
Change in GSR and ECG signals are expression of Autonomic Nervous System response to
change in environment and physiological system. In this study, we evaluate the …

Using neural network to recognize human emotions from heart rate variability and skin resistance

CK Lee, SK Yoo, YJ Park, NH Kim… - … IEEE Engineering in …, 2006 - ieeexplore.ieee.org
The purpose of this paper is to estimate emotions using Neural network and the changes in
activities of autonomic nervous system (ANS). Since ANS cannot be controlled artificially, we …

A cognitive architecture for a humanoid robot: A first approach

C Burghart, R Mikut, R Stiefelhagen… - 5th IEEE-RAS …, 2005 - ieeexplore.ieee.org
Future life pictures humans having intelligent humanoid robotic systems taking part in their
everyday life. Thus researchers strive to supply robots with an adequate artificial intelligence …

Recognizing emotions from student speech in tutoring dialogues

D Litman, K Forbes - 2003 IEEE workshop on automatic speech …, 2003 - ieeexplore.ieee.org
We investigate the automatic classification of student emotional states in a corpus of human-
human spoken tutoring dialogues. We first annotated student turns in this corpus for …

Emotional Climate Recognition in Conversations using Peers' Speech-based Bispectral Features and Affect Dynamics *

G Alhussein, M Alkhodari, C Lamprou… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Emotion recognition in conversations using artificial intelligence (AI) has recently gained a
lot of attention, as it can provide additional emotion cues that can be correlated with human …

Deep bispectral analysis of conversational speech towards emotional climate recognition

G Alhussein, M Alkhodari… - … in Engineering and …, 2023 - ieeexplore.ieee.org
Peers' conversational speech plays a significant role in sha** the emotional climate (EC)
during interactions. Machine-based recognition of EC provides insights into the emotional …

[KNJIGA][B] Handling emotions in human-computer dialogues

J Pittermann, A Pittermann, W Minker - 2010 - Springer
During the past years the “mystery” of emotions has increasingly attracted interest in
research on human–computer interaction. In this work we investigate the problem of how to …

Deep Bispectral Image Analysis for Speech-based Conversational Emotional Climate Recognition

G Alhussein, M Alkhodari, H Alfalahi… - Proceedings of the 17th …, 2024 - dl.acm.org
Conversations between two peers exhibit a large amount of emotional content that
dynamically creates an emotional climate (EC) during the conversation. The recognition of …

Unraveling Emotional Dynamics in Conversations with Swarm Decomposition, Affect Dynamics, and Machine Learning

G Alhussein, S Saleem… - 2024 IEEE 22nd …, 2024 - ieeexplore.ieee.org
Conversational Emotional Climate Recognition (CERC) endeavors to uncover the subtle
emotional undercurrents inherent in spoken interactions, offering profound insights into the …