Motor imagery classification using sparse nonnegative matrix factorization and convolutional neural networks

P Chaudhary, YV Varshney, G Srivastava… - Neural Computing and …, 2024 - Springer
The motor movement performed by different body parts affects the synaptic potential at
different brain cortices, which can be observed by the electroencephalogram (EEG) signal …

[PDF][PDF] International Journal of Advanced Trends in Computer Science and Engineering

AM Alqudah, H Alquraan, IA Qasmieh, A Alqudah… - International …, 2019 - arxiv.org
Deep Learning is the newest and the current trend of the machine learning field that paid a
lot of the researchers' attention in the recent few years. As a proven powerful machine …

[PDF][PDF] Denoising of Speech Signal using Empirical Mode Decomposition and Kalman Filter

A Nandhini, KP Bharath… - researchgate.net
Speech denoising is the process of removing the noise from the noise corrupted speech.
The applications of speech denoising are used in speech enhancement, speech recognition …

ASR for mixed speech using SNMF based separation algorithm

YV Varshney, P Upadhyaya, MR Abidi… - 2017 International …, 2017 - ieeexplore.ieee.org
Combined experiment for separation and recognition of the mixed speech signal of two
speakers using different features are reported in this work. For separation of speech signals …