Stop Ignoring Your Snore: Building an AI Sleep Apnea Detector with Faster-Whisper and DFT 💤🚀
dev.to
Is it just a loud snore, or is it a silent killer? Sleep Apnea affects millions worldwide, yet many remain undiagnosed. While medical-grade polysomnography is the gold standard, we can leverage modern Deep Learning and Digital Signal Processing (DSP) to build a sophisticated screening tool right from our smartphones. In this guide, we’ll dive deep into Sleep Apnea detection using a hybrid approach: Faster-Whisper for temporal segmentation and Discrete Fourier Transform (DFT) for frequency-domai