🤖 AI & Machine Learning

SleepSentry: Raspberry Pi's Nightstand Guardian Against Sleep Apnea Spies

Your snores betray you every night, but what if a humble Raspberry Pi could analyze them for apnea risks without shipping audio to the cloud? SleepSentry does just that, flipping the script on invasive sleep trackers.

Raspberry Pi with USB microphone running SleepSentry dashboard showing apnea detection waveform

⚡ Key Takeaways

  • SleepSentry processes audio features locally on Raspberry Pi, ensuring zero cloud uploads for ultimate privacy. 𝕏
  • Librosa extracts MFCCs and spectral contrasts; TFLite classifies apnea/snoring in real-time on low-power hardware. 𝕏
  • Echoes DIY biohacking roots, poised to empower off-grid health monitoring worldwide. 𝕏
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Originally reported by Dev.to

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