AUCO ResNet

2000년 도입 · 논문 1편에서 사용

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.

출처: AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath

소개 논문: AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath