ZenFlow Lab
Open research for calmer minds
An open research community for wellbeing. Anyone can take part, and everything we learn is free for everyone. We study how sound, voice, stories and culture — with the help of technology — can help people feel calmer and less stressed.
Research
Sound and the mind
How AI-made music, singing voices and loudness balance affect feelings of calm and naturalness.
Understanding oneself
A cultural study of how people find comfort in personality types and East Asian fortune traditions. We do not claim these traditions are science.
Low-power AI
Running useful AI for people worldwide from a single home computer — energy, time and cost per result.
Research notes
Note 1 — When an AI singer changes gender: detecting and reducing singer gender drift in AI-generated Korean songs (preliminary)
Experiments
Open listening experiments are coming: listen to short clips and rate how calm and natural they feel. Participation will be anonymous — no account, no email, no health questions.
Tools
We plan to publish the checks we use on generated songs: lyric recognition, singer gender drift detection and vocal–accompaniment balance.
Principles
- Research only: no sales, payments, advertising or product promotion on this site.
- No medical claims: we study comfort and feelings, not treatment.
- Privacy first: no tracking cookies, no analytics, anonymous participation.
- Every audio file has a recorded source and license.