Context-aware emotion detection from low-resource Urdu language using deep neural network

MF Bashir, AR Javed, MU Arshad… - ACM Transactions on …, 2023 - dl.acm.org
Emotion detection (ED) plays a vital role in determining individual interest in any field.
Humans use gestures, facial expressions, and voice pitch and choose words to describe …

Emotion recognition in Arabic speech

S Klaylat, Z Osman, L Hamandi, R Zantout - Analog Integrated Circuits and …, 2018 - Springer
Automatic emotion recognition from speech signals without linguistic cues has been an
important emerging research area. Integrating emotions in human–computer interaction is of …

Analysis of linguistic and prosodic features of bilingual Arabic–English speakers for speech emotion recognition

L Abdel-Hamid, NH Shaker, I Emara - Ieee Access, 2020 - ieeexplore.ieee.org
Speech emotion recognition (SER) research has usually focused on the analysis of the
native language of speakers, most commonly, targeting European and Asian languages. In …

King Saud University emotions corpus: construction, analysis, evaluation, and comparison

AH Meftah, MA Qamhan, Y Seddiq, YA Alotaibi… - IEEE …, 2021 - ieeexplore.ieee.org
Emotional speech recognition for the Arabic language is insufficiently tackled in the literature
compared to other languages. In this paper, we present the work of creating and verifying …

Speech emotion recognition for the Urdu language: Dataset and evaluation

N Zaheer, OU Ahmad, M Shabbir, AA Raza - Language Resources and …, 2023 - Springer
Abstract Crafting reliable Speech Emotion Recognition systems is an arduous task that
inevitably requires large amounts of data for training purposes. Such voluminous datasets …

Natural Arabic language resources for emotion recognition in Algerian dialect

H Dahmani, H Hussein, B Meyer-Sickendiek… - … : From Theory To …, 2019 - Springer
In this paper, we present and describe our first work to design and build a natural Arabic
visual-audio database for the computational processing of emotions and affect in speech …

SEMOUR: A scripted emotional speech repository for Urdu

N Zaheer, OU Ahmad, A Ahmed, MS Khan… - Proceedings of the …, 2021 - dl.acm.org
Designing reliable Speech Emotion Recognition systems is a complex task that inevitably
requires sufficient data for training purposes. Such extensive datasets are currently available …

Emotion recognition in Arabic speech from Saudi dialect corpus using machine learning and deep learning algorithms

H Alamri - 2023 - researchsquare.com
Speech can actively elicit feelings and attitudes by using words. It is important for
researchers to identify the emotional content contained in speech signals as well as the sort …

Building an Egyptian-Arabic speech corpus for emotion analysis using deep learning

S Safwat, MAM Salem, N Sharaf - Pacific Rim International Conference on …, 2023 - Springer
Abstract Emotionally intelligent Virtual Assistants (VAs) are increasingly gaining popularity,
especially with the digitization of different life aspects. The focus of our work is to build VAs …

[PDF][PDF] Speech-Based Techniques for Emotion Detection in Natural Arabic Audio Files.

A Kaloub, EA Elgabar - International Arab Journal of Information Technology …, 2025 - iajit.org
Emotion detection is one of the greatest challenges of Natural Language Processing (NLP).
Often referred to as emotion recognition, it is the process of identifying a person's various …