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 …
Multi-scale sequential feature selection for disease classification using Raman spectroscopy data
Raman spectroscopy (RS) optical technology promises non-destructive and fast application
in medical disease diagnosis in a single step. However, achieving clinically relevant …
in medical disease diagnosis in a single step. However, achieving clinically relevant …
Hopf physical reservoir computer for reconfigurable sound recognition
The Hopf oscillator is a nonlinear oscillator that exhibits limit cycle motion. This reservoir
computer utilizes the vibratory nature of the oscillator, which makes it an ideal candidate for …
computer utilizes the vibratory nature of the oscillator, which makes it an ideal candidate for …
On separate normalization in self-supervised transformers
Self-supervised training methods for transformers have demonstrated remarkable
performance across various domains. Previous transformer-based models, such as masked …
performance across various domains. Previous transformer-based models, such as masked …
Investigating random variations of the forward-forward algorithm for training neural networks
The Forward-forward (FF) algorithm is a new method for training neural networks, proposed
as an alternative to the traditional Backpropagation (BP) algorithm by Hinton. The FF …
as an alternative to the traditional Backpropagation (BP) algorithm by Hinton. The FF …
Comparing neural networks for speech emotion recognition in customer service interactions
B Waelbers, S Bromuri… - 2022 International Joint …, 2022 - ieeexplore.ieee.org
Automatic speech emotion recognition (SER) may assist call center service employees in
deciphering and regulating customer emotions. In order to contribute to a successful …
deciphering and regulating customer emotions. In order to contribute to a successful …