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[HTML][HTML] Speech emotion recognition using machine learning—A systematic review
Speech emotion recognition (SER) as a Machine Learning (ML) problem continues to
garner a significant amount of research interest, especially in the affective computing …
garner a significant amount of research interest, especially in the affective computing …
A review on speech emotion recognition using deep learning and attention mechanism
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 …
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
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 …
based system and various methods have been recommended to reach high classification …
[HTML][HTML] Modeling speech emotion recognition via attention-oriented parallel CNN encoders
Meticulous learning of human emotions through speech is an indispensable function of
modern speech emotion recognition (SER) models. Consequently, deriving and interpreting …
modern speech emotion recognition (SER) models. Consequently, deriving and interpreting …
An active learning paradigm for online audio-visual emotion recognition
The advancement of Human-Robot Interaction (HRI) drives research into the development of
advanced emotion identification architectures that fathom audio-visual (AV) modalities 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 …
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
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 …
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 …
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 …
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
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 …
machine learning would allow government agencies and companies to use all this data …