GitHub

PCGmix: A Data-Augmentation Method for Heart-Sound Classification (EXTENDED)

This repository contains code for augmenting, training, and analyzing heart-sound classification models using the PCGmix method. models.py: Deep learning models for 1D time-series classification, ...
GitHub

AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN Architecture for Biomedical Audio Classification

Official TensorFlow/Keras implementation for the paper: "AudioFuse: Unified Spectral-Temporal Learning via a Hybrid ViT-1D CNN Architecture for Phonocardiogram Classification" Summary: The automatic ...
IEEE

Spectrogram Based Marine Animal/Ship-Radiating Sound Discrimination Using Efficient 2D-CNN Architectures for Internet of Underwater Things

Automatic marine animal/ship-radiating sound discrimination plays a vital role in many real-world sound-aware applications such as marine pollution monitoring, acoustic target detection and tracking, ...
IEEE

Quantitative Detection of Fe Elements in Mining Soil Based on 2D LIBS State Spectrogram: A Lightweight Regression Network KAMS-Net

Abstract: Laser-induced breakdown spectroscopy (LIBS), as a high-throughput and rapid-response laser spectroscopic technique, offers distinct advantages for the quantitative detection of heavy metals ...