# Automatic snoring detection using a hybrid 1D–2D convolutional neural network

> Research article (Scientific Reports, 2023) · cited 23× · AI/ML

**Wikidata**: [openalex:W4386223259](https://www.wikidata.org/wiki/openalex:W4386223259)  
**Source**: https://4ort.xyz/entity/automatic-snoring-detection-using-a-hybrid-1d2d-convolutional-neural-network