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Novel speech-based emotion climate recognition in peers' conversations incorporating affect dynamics and temporal convolutional neural networks
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 …
facial and gestural expressions, it is also naturally conveyed via peers' speech, contributing …
Emotion recognition employing ECG and GSR signals as markers of ANS
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 …
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 …
activities of autonomic nervous system (ANS). Since ANS cannot be controlled artificially, we …
A cognitive architecture for a humanoid robot: A first approach
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 …
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 …
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 *
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 …
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
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 …
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 …
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
Conversations between two peers exhibit a large amount of emotional content that
dynamically creates an emotional climate (EC) during the conversation. The recognition of …
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 …
emotional undercurrents inherent in spoken interactions, offering profound insights into the …