Effect on speech emotion classification of a feature selection approach using a convolutional neural network

A Amjad, L Khan, HT Chang - PeerJ Computer Science, 2021 - peerj.com
Speech emotion recognition (SER) is a challenging issue because it is not clear which
features are effective for classification. Emotionally related features are always extracted …

Feature selection combining filter and wrapper methods for motor-imagery based brain–computer interfaces

H Sun, J Jin, R Xu, A Cichocki - International journal of neural …, 2021 - World Scientific
Motor imagery (MI) based brain–computer interfaces help patients with movement disorders
to regain the ability to control external devices. Common spatial pattern (CSP) is a popular …

Development of a Depression Detection System using Speech and Text Data

BS Reddy, K Jishitha, VA Bhavani… - 2023 14th …, 2023 - ieeexplore.ieee.org
Depression is a prevalent mental health condition that impacts a considerable proportion of
the world's population. However, early detection and intervention are crucial for effective …

Stress Classification Using Verbal Emotion Recognition to Sustain Human Life

K Suryavanshi, S Makandar… - Proceedings of the …, 2022 - papers.ssrn.com
As current generation are mostly addicted to bad habits. Their lifestyle has negative impacts
on their mental healths. This generation youth are always under stress and easily give up …

[PDF][PDF] On creating small datasets for training embedded acoustic scene classification systems via time-frequency segmentation

DB de Souza, J Ferreira, F Ferreira, M Meneses - biblioteca.sbrt.org.br
Acoustic Scene Classification (ASC) systems have great potential to transform existing
embedded technologies. However, research on ASC has put little emphasis on solving the …

[引用][C] Development of Novel Speech Emotion Recognition Techniques using Machine Learning Approaches

SR Bandela - 2021 - shodhganga.inflibnet.ac.in
Shodhganga@INFLIBNET: Development of Novel Speech Emotion Recognition Techniques
using Machine Learning Approaches Skip navigation DSpace logo Home Browse …