Open AccessData augmentation and deep neural networks for the classification of Pakistani racial speakers recognition
Author(s) -
Ammar Amjad,
Lal Khan,
Hsien-Tsung Chang
Publication year - 2022
Publication title -
peerj. computer science
Language(s) - English
Resource type - Journals
ISSN - 2376-5992
DOI - 10.7717/peerj-cs.1053
Subject(s) - overfitting , computer science , artificial neural network , speech recognition , artificial intelligence , deep neural networks , deep learning , noise (video) , layer (electronics) , machine learning , pattern recognition (psychology) , chemistry , organic chemistry , image (mathematics)