# Signal‐to‐noise ratio enhancement for Raman spectra based on optimized Raman spectrometer and convolutional denoising autoencoder

> Research article (Journal of Raman Spectroscopy, 2021) · cited 55× · AI/ML

**Wikidata**: [openalex:W3123167954](https://www.wikidata.org/wiki/openalex:W3123167954)  
**Source**: https://4ort.xyz/entity/signaltonoise-ratio-enhancement-for-raman-spectra-based-on-optimized-raman-spectrometer-and-convolutional-denoising-auto
