AUCO ResNet
Auditory Cortex ResNet
The Auditory Cortex ResNet, briefly AUCO ResNet, is proposed and tested. It is a deep neural network architecture especially designed for audio classification trained end-to-end. It is inspired by the architectural organization of rat's auditory cortex, containing also innovations 2 and 3. The network outperforms the state-of-the-art accuracies on a reference audio benchmark dataset without any kind of preprocessing, imbalanced data handling and, most importantly, any kind of data augmentation.
AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath
https://paperswithcode.com/paper/auco-resnet-an-end-to-end-network-for-covid
AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath