Arabic speech emotion recognition employing wav2vec2. 0 and hubert based on baved dataset
O Mohamed, SA Aly - arxiv preprint arxiv:2110.04425, 2021 - arxiv.org
Recently, there have been tremendous research outcomes in the fields of speech
recognition and natural language processing. This is due to the well-developed multi-layers …
recognition and natural language processing. This is due to the well-developed multi-layers …
Robust feature selection-based speech emotion classification using deep transfer learning
Speech Emotion Classification (SEC) relies heavily on the quality of feature extraction and
selection from the speech signal. Improvement on this to enhance the classification of …
selection from the speech signal. Improvement on this to enhance the classification of …
RETRACTED ARTICLE: A review on emotion recognition from dialect speech using feature optimization and classification techniques
S Thimmaiah - Multimedia Tools and Applications, 2024 - Springer
Emotion recognition from speech has gained prominence across various domains due to its
wide-ranging applications. This paper presents a comprehensive review of advancements in …
wide-ranging applications. This paper presents a comprehensive review of advancements in …
Deep Learning Framework for Speech Emotion Classification: A Survey of the State-of-the-Art
The intricate landscape of speech emotion classification poses a captivating yet challenging
realm due to emotions being fundamental to human communication. In recent years, deep …
realm due to emotions being fundamental to human communication. In recent years, deep …
An enhanced speech emotion recognition using vision transformer
In human–computer interaction systems, speech emotion recognition (SER) plays a crucial
role because it enables computers to understand and react to users' emotions. In the past …
role because it enables computers to understand and react to users' emotions. In the past …
Deep Learning, Ensemble and Supervised Machine Learning for Arabic Speech Emotion Recognition
Today, automatic emotion recognition in speech is one of the most important areas of
research in signal processing. Identifying emotional content in Arabic speech is regarded as …
research in signal processing. Identifying emotional content in Arabic speech is regarded as …
An Intelligent Emotion Recognition System based on Speech Terminologies using Artificial Intelligence Assisted Learning Scheme
From HCI to mental health monitoring, emotion identification from voice signals is an
important and vital task. We provide a novel method for reliable emotion identification from …
important and vital task. We provide a novel method for reliable emotion identification from …
Survey on Arabic speech emotion recognition
L Iben Nasr, A Masmoudi… - International Journal of …, 2024 - Springer
Emotions represent a fundamental aspect when evaluating user satisfaction or collecting
customer feedback in human interactions, as well as in the realm of human–computer …
customer feedback in human interactions, as well as in the realm of human–computer …
Speech Emotion Recognition System using SVD algorithm with HMM Model
From many years there has been gaining interest in the field of SER using Matlab. SER
states the emotional state by analyzing the input speech. SER has a simple pattern and also …
states the emotional state by analyzing the input speech. SER has a simple pattern and also …
[PDF][PDF] Conception of speech emotion recognition methods: a review
In recent years, speech emotion recognition (SER) has emerged as a pivotal tool for
understanding and enhancing human-computer interaction (HCI), thus garnering significant …
understanding and enhancing human-computer interaction (HCI), thus garnering significant …