SnoreLab

Overview

SnoreLab is an AI-powered clinical sleep health and nocturnal acoustic intelligence platform on the Sensifai Marketplace. Grounded in sleep medicine and respiratory acoustics, it transforms bedside smartphone audio, nocturnal recordings, and sleep symptom telemetry into sub-second snoring mechanism classifications, decibel intensity profiles, and obstructive sleep apnea (OSA) risk assessments in under 4 seconds.

The Problem

Over 1 billion people worldwide suffer from obstructive sleep apnea, with over 80% remaining undiagnosed. Chronic snoring is frequently the primary clinical indicator of dangerous nocturnal hypoxia, cardiovascular strain, hypertension, and cognitive exhaustion. Hospital polysomnography (PSG) sleep studies cost upwards of $1,000 to $3,000 and carry waiting lists of 3 to 6 months.

The Solution

SnoreLab democratizes clinical-grade nocturnal acoustic screening. Using high-resolution frequency spectrogram analysis and machine intelligence, SnoreLab classifies the anatomical vibration source (palatal soft tissue flutter vs. tongue-base obstruction vs. nasal valve congestion), measures continuous soundwave decibels and quiet ratios, screens apnea-hypopnea index (AHI) severity, and delivers evidence-based positional and medical interventions.

Key Capabilities

• Anatomical Snoring Mechanism Classification: Differentiates high-frequency soft palate flutter, deep tongue-base vibration, and nasal resistance.
• Obstructive Sleep Apnea (OSA) Screening: Detects prolonged respiratory cessation pauses (>10s) and sudden compensatory gasps to estimate AHI risk levels.
• Acoustic Decibel & Continuity Mapping: Measures peak and average decibel exposure, quiet rest ratios, and counts loud snore episodes.
• Targeted Sleep Hygiene & Clinical Interventions: Produces actionable lifestyle recommendations, positional therapy guidance, and specialist referral triggers.
• Transparent Pay-As-You-Go Metering: Seamless €0.05 per analysis billing through Sensifai Gatekeeper and secure Logto OIDC authentication.

How It Works

1. Record bedside overnight audio on mobile/desktop or upload a nocturnal audio file (.wav, .mp3, .webm).
2. The Sensifai Acoustic AI Engine analyzes vibration frequencies, airway resistance, and breathing consistency.
3. Review the interactive clinical scorecard featuring sleep rest indexes, decibel spectrograms, and exportable reports.