[HTML][HTML] Speech emotion recognition using machine learning—A systematic review

S Madanian, T Chen, O Adeleye, JM Templeton… - Intelligent systems with …, 2023 - Elsevier
Speech emotion recognition (SER) as a Machine Learning (ML) problem continues to
garner a significant amount of research interest, especially in the affective computing …

A review on speech emotion recognition using deep learning and attention mechanism

E Lieskovská, M Jakubec, R Jarina, M Chmulík - Electronics, 2021 - mdpi.com
Emotions are an integral part of human interactions and are significant factors in determining
user satisfaction or customer opinion. speech emotion recognition (SER) modules also play …

Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques

T Tuncer, S Dogan, UR Acharya - Knowledge-Based Systems, 2021 - Elsevier
Speech emotion recognition is one of the challenging research issues in the knowledge-
based system and various methods have been recommended to reach high classification …

[HTML][HTML] Modeling speech emotion recognition via attention-oriented parallel CNN encoders

F Makhmudov, A Kutlimuratov, F Akhmedov… - Electronics, 2022 - mdpi.com
Meticulous learning of human emotions through speech is an indispensable function of
modern speech emotion recognition (SER) models. Consequently, deriving and interpreting …

An active learning paradigm for online audio-visual emotion recognition

I Kansizoglou, L Bampis… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The advancement of Human-Robot Interaction (HRI) drives research into the development of
advanced emotion identification architectures that fathom audio-visual (AV) modalities of …

Egyptian Arabic speech emotion recognition using prosodic, spectral and wavelet features

L Abdel-Hamid - Speech Communication, 2020 - Elsevier
Speech emotion recognition (SER) has recently been receiving increased interest due to the
rapid advancements in affective computing and human computer interaction. English …

[HTML][HTML] Deep learning architectures for estimating breathing signal and respiratory parameters from speech recordings

VS Nallanthighal, Z Mostaani, A Härmä, H Strik… - Neural Networks, 2021 - Elsevier
Respiration is an essential and primary mechanism for speech production. We first inhale
and then produce speech while exhaling. When we run out of breath, we stop speaking and …

Trends in speech emotion recognition: a comprehensive survey

K Kaur, P Singh - Multimedia Tools and Applications, 2023 - Springer
Among the other modes of communication, such as text, body language, facial expressions,
and so on, human beings employ speech as the most common. It contains a great deal of …

A lightweight 2D CNN based approach for speaker-independent emotion recognition from speech with new Indian Emotional Speech Corpora

YB Singh, S Goel - Multimedia Tools and Applications, 2023 - Springer
Abstract Speech Emotion Recognition (SER) is the process of recognizing emotions by
extracting few features of speech signals. It is becoming very popular in Human Computer …

A novel weather prediction model using a hybrid mechanism based on MLP and VAE with fire-fly optimization algorithm

VA Vuyyuru, GA Rao, YVS Murthy - Evolutionary Intelligence, 2021 - Springer
The future weather data source will continue to grow rapidly, and new developments in
machine learning would allow government agencies and companies to use all this data …