Deep learning-based speech emotion recognition using multi-level fusion of concurrent features

S Kakuba, A Poulose, DS Han - IEEE Access, 2022 - ieeexplore.ieee.org
The detection and classification of emotional states in speech involves the analysis of audio
signals and text transcriptions. There are complex relationships between the extracted …

[HTML][HTML] Diverse distant-students deep emotion recognition and visualization

A Harb, A Gad, M Yaghi, M Alhalabi, H Zia… - Computers and …, 2023 - Elsevier
Distance learning through online platforms has recently emerged as a significant addition to
the educational system, providing support and enhancing traditional delivery modes in …

[HTML][HTML] MelTrans: Mel-Spectrogram Relationship-Learning for Speech Emotion Recognition via Transformers

H Li, J Li, H Liu, T Liu, Q Chen, X You - Sensors, 2024 - mdpi.com
Speech emotion recognition (SER) is not only a ubiquitous aspect of everyday
communication, but also a central focus in the field of human–computer interaction …

Sentiment Processing of Socio-political Discourse and Public Speeches

G Bekmanova, B Yergesh, A Ukenova… - … Science and Its …, 2023 - Springer
The article deals with the development of an ontological model of words in public political
discourse and texts of public speeches in the Kazakh language. The article presents an …

Machine Learning Based Integrated Audio and Text Modalities for Enhanced Emotional Analysis

J Agarkhed - 2023 5th International Conference on Inventive …, 2023 - ieeexplore.ieee.org
Emotions play a crucial role in human communication, and the ability to automatically
recognize them has broad applications in various domains, including human-computer …

Ethical aspects of analyzing Kazakh political discourse

G Bekmanova, B Yergesh, A Omarbekova… - … Science and Its …, 2024 - Springer
This article delves into the analysis of hotbeds points in political discourse, examining the
diverse forms they can take. The primary focus revolves around the officiality and openness …

Modeling of verb phrases of the Kazakh language

G Yelibayeva, B Razakhova, B Yergesh… - … on Engineering & …, 2022 - ieeexplore.ieee.org
Formalization and modeling are an integral part to successful natural language processing.
This article studies the formalization and modeling of verb phrases of the Kazakh language …

Bimodal Speech Emotion Recognition using Fused Intra and Cross Modality Features

S Kakuba, DS Han - 2023 Fourteenth International Conference …, 2023 - ieeexplore.ieee.org
The interactive speech between two or more inter locutors involves the text and acoustic
modalities. These modalities consist of intra and cross-modality relationships at different …

Features of the interface of system for solving social problems

G Bekmanova, A Ukenova… - 2024 8th …, 2024 - ieeexplore.ieee.org
The interface design task involves creating a social task constructor for user customization.
Existing digital platforms for solving social problems prioritize features like accessibility …

Mathematical analysis of AMRes: unlocking enhanced recognition across audio-visual domains

T Zoughi, M Deypir - International Journal of Information Technology, 2024 - Springer
Abstract This research presents AMRes (Adaptive Windowed Convolutional Neural Network
and Multiple Residual Network), a novel method that demonstrates remarkable resilience …