Snoring and sleep screens
Phone-based checks that flag who should see a sleep specialist.
Thai Signals · Tone
Voice, breath, snoring, heartbeat and hearing all carry clues about health, and Thai-language AI can now read them. Thai Signals is about reading them for wellness, in Thai, with privacy built in.
Goal: Read voice, breath, snoring and hearing to catch health problems early. Built on: ThaiLLM, Thai speech data, a million village health volunteers to reach people.
What Thailand has
of adults in a Thai sleep study snored habitually; 11% had sleep apnea.
Source: Sleep and Breathing, 2011of Bangkok adults tested had hearing loss; risk rose more than eightfold after 65.
Source: BMC Public Health, 2024parameters in ThaiLLM, a free Thai language model from NSTDA and partners.
Source: NSTDA, Apr 2026Top opportunities
Phone-based checks that flag who should see a sleep specialist.
Simple tests in local languages for a population with high hearing loss.
Thai-speaking voice companions that notice when something changes.
The proof gap
Voice and sound biomarkers show promise for screening and remote monitoring, but need validation before clinical use. Few Thai-language health datasets exist. Anything that diagnoses may count as a medical device, which Thai FDA regulates.
Impact · our view
One in six Thais is 65 or older. 53% of Bangkok adults tested had hearing loss.
Build it
Build a Thai voice, sleep or hearing check, a companion for older adults, or a privacy-first data platform. Stay on the wellness side unless you plan to register a medical device.
Case studies
A smart ring that reads sleep, heart and activity signals, sold with a paid membership.
What signal could a Thai device or app read, in Thai, for Thai bodies?A smartphone app that assesses respiratory illness from the sound of a cough, built on University of Queensland research.
Which Thai university sound or voice research could become the next spinout?