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 ...
IEEE

Enhanced Lung Disease Classification Using CALMNet: A Hybrid CNN-LSTM-TimeDistributed Model for Respiratory Sound Analysis

Abstract: Lung diseases, such as asthma, pneumonia, and chronic obstructive pulmonary disease (COPD), pose considerable global health issues, making early diagnosis essential for effective treatment.
Electronic Design

Edge Processing Brings Audio Source Classification to Smart-Home Apps

What you’ll learn: Applications for audio-event and speech recognition in smart-home devices, including audio source classification. Benefits of processing audio on the edge. Approaches for solving ...
GitHub

codingmermaid/ECG-Arrhythmia-Classification

This project implements a neural network that combines Convolutional Neural Networks (CNN) for spatial feature extraction and Long Short-Term Memory (LSTM) networks for temporal pattern recognition to ...
GitHub

TharunTejaK/sic-training-LSTM-based-Video-Classification

This project implements a video classification model using Long Short-Term Memory (LSTM) networks. The model extracts frame-level features from videos and learns temporal dependencies to classify them ...