Back to Search
Start Over
Cough Recognition Based on Mel-Spectrogram and Convolutional Neural Network
- Source :
- Frontiers in Robotics and AI, Vol 8 (2021)
- Publication Year :
- 2021
- Publisher :
- Frontiers Media S.A., 2021.
-
Abstract
- In daily life, there are a variety of complex sound sources. It is important to effectively detect certain sounds in some situations. With the outbreak of COVID-19, it is necessary to distinguish the sound of coughing, to estimate suspected patients in the population. In this paper, we propose a method for cough recognition based on a Mel-spectrogram and a Convolutional Neural Network called the Cough Recognition Network (CRN), which can effectively distinguish cough sounds.
Details
- Language :
- English
- ISSN :
- 22969144
- Volume :
- 8
- Database :
- Directory of Open Access Journals
- Journal :
- Frontiers in Robotics and AI
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.076dd84a374290aa30975cd360cd5a
- Document Type :
- article
- Full Text :
- https://doi.org/10.3389/frobt.2021.580080