Nature

Environmental sound classification using temporal-frequency attention based convolutional neural network

Environmental sound classification is one of the important issues in the audio recognition field. Compared with structured sounds such as speech and music, the time–frequency structure of ...
Nature

Sensitivity analysis of data augmentation methods on performance of deep learning model for lung sounds classification

Physicians can distinguish between abnormal and normal lung conditions more easily with the help of an AI stethoscope. A well-trained deep learning model (DLM) for lung sounds classification is the ...