GitHub

Swyampatel/Real-time-Audio-Event-Classification

A comprehensive deep learning system for real-time audio event detection and classification, designed specifically for smart security applications. The system can detect and classify various audio ...
IEEE

A Comparison of Pooling Methods on LSTM Models for Rare Acoustic Event Classification

Abstract: Acoustic event classification (AEC) and acoustic event detection (AED) refer to the task of detecting whether specific target events occur in audios. As long short-term memory (LSTM) leads ...
GitHub

EEG-Depression-Classification-HybridSNN-LSTM

EEG samples are converted into spike trains using NeuCube. The spatio-temporal spiking patterns are encoded across a 3D SNN reservoir. The resulting spike outputs are stored in out_neucube_open.h5.
IEEE

A New Class of Hybrid LSTM-VSMN for Epileptic EEG Signal Generation and Classification

Abstract: Epilepsy is a widespread neurological disorder affecting approximately 50 million people worldwide, significantly impacting quality of life and placing a heavy burden on healthcare systems.