Random deep belief networks for recognizing emotions from speech signals

G Wen, H Li, J Huang, D Li… - Computational intelligence …, 2017 - Wiley Online Library
Now the human emotions can be recognized from speech signals using machine learning
methods; however, they are challenged by the lower recognition accuracies in real …

Ensemble softmax regression model for speech emotion recognition

Y Sun, G Wen - Multimedia Tools and Applications, 2017 - Springer
Automatic emotion recognition from speech signals is one of the important research areas.
Most speech emotion recognition methods have been proposed, among which ensemble …

Urdu Speech Emotion Recognition: A systematic Literature Review

S Taj, G Mujtaba, SM Daudpota… - ACM Transactions on …, 2023 - dl.acm.org
Research on Speech Emotion Recognition is becoming more mature day by day, and a lot
of research is being carried out on Speech Emotion Recognition in resource-rich languages …

Automatic speech based emotion recognition using paralinguistics features

J Hook, F Noroozi, O Toygar… - Bulletin of the Polish …, 2019 - yadda.icm.edu.pl
Affective computing studies and develops systems capable of detecting humans affects. The
search for universal well-performing features for speech-based emotion recognition is …

Diversity subspace generation based on feature selection for speech emotion recognition

Q Ye, Y Sun - Multimedia Tools and Applications, 2024 - Springer
Automatic emotion recognition from speech signals is an important research area. Many
speech emotion recognition (SER) methods have been proposed, among which ensemble …

[PDF][PDF] Research Article Speech Emotion Recognition Using Adaptive Ensemble of Class Specific Classifiers

P Vasuki - … Journal of Applied Sciences, Engineering and …, 2015 - pdfs.semanticscholar.org
Emotion recognition plays a significant role in Human Computer Interaction (HCI) field for
effective communication. The aim of this study is to built a generic emotion recognition …

Improving emotion detection with sub-clip boosting

E Toto, BJ Foley, EA Rundensteiner - … 10–14, 2018, Proceedings, Part III …, 2019 - Springer
With the emergence of systems such as Amazon Echo, Google Home, and Siri, voice has
become a prevalent mode for humans to interact with machines. Emotion detection from …

Speech emotion recognition based on gender influence in emotional expression

P Vasuki - … Journal of Intelligent Information Technologies (IJIIT), 2019 - igi-global.com
The real challenge in human-computer interaction is understanding human emotions by
machines and responding to it accordingly. Emotion varies by gender and age of the …

[PDF][PDF] Kannada Speech Emotion Recognition Using Ensembling Techniques

M PATIL, A ARLENE - 2023 - irejournals.com
This study explores the development of a speech emotion recognition system for the
Kannada language, using a dataset of audio recordings labeled with six emotion categories …

Emotion recognition using ensemble of cepstral, perceptual and temporal features

P Vasuki, A Vaideesh… - … Conference on Inventive …, 2016 - ieeexplore.ieee.org
Despite the great progress made in Artificial Intelligence, the machine couldn't identify the
emotional state of the speaker as it is hard for even to human. The research works have …