According to MarketsandMarkets™, the Microscope Software Market is projected to grow from about USD 1.78 billion in 2026 to USD 3.09 billion by 2031, at a CAGR of 11.5%.

A new study developed a snore-source classification model that uses STFT spectrograms, pretrained CNN features, and an L2-regularized SVM to identify where snoring originates in the upper airway.