Decoding Brain Motor Imagery with various Machine Learning techniques

no code implementations • 13 Jun 2023 • Giovanni Jana, Corey Karnei, Shuvam Keshari

Motor imagery (MI) is a well-documented technique used by subjects in BCI (Brain Computer Interface) experiments to modulate brain activity within the motor cortex and surrounding areas of the brain.

Decoder Motor Imagery

A Comparison of Speech Data Augmentation Methods Using S3PRL Toolkit

no code implementations • 27 Feb 2023 • Mina Huh, Ruchira Ray, Corey Karnei

Also, we show that models trained using the Gaussian Noise and Speed Perturbation dataset are more robust when tested with augmented test sets.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2