Single-Step Preprocessing of Raman Spectra Using Convolutional Neural Networks:

Preprocessing of Raman spectra is generally done in three separate steps: (1) cosmic ray removal, (2) signal smoothing, and (3) baseline subtraction. We show that a convolutional neural network (CN...