Over the last week I’ve been experimenting with a small web platform that lets people upload AI‑generated songs and get anonymous ratings from other listeners. I wanted to explore how people evaluate AI‑created audio when you remove all context about the creator, the model, or the prompt. Why blind rating is interesting in an AI context AI music communities often have strong biases: people rate their friends higher certain models get praised automatically creators “sell” their track before anyone listens metadata influences perception more than the audio itself Removing all of that creates a cleaner signal. Listeners only hear the track, nothing else. It’s been fascinating to see how differently people judge AI music when they don’t know whether it came from Suno, Udio, ElevenLabs, or something else. What the platform actually does I kept the feature set minimal: Upload a track (AI‑generated only) Blind rating listeners score without seeing creator or model Comment section for short, constructive feedback Artist note that becomes visible after rating Simple sharing each track gets a clean standalone page Browse new / top‑rated tracks The goal wasn’t to build a big product, just to study how people interact with AI‑generated audio when identity is removed. How I built it (very simple stack) I wanted to see how far I could get without frameworks: HTML + CSS for the entire UI Supabase for auth, database and file storage GitHub for version control Vercel for hosting and deployments No React, no backend server, no complex frontend logic. Just static pages + Supabase handling the dynamic parts. What I learned about AI‑generated content from this People judge AI music very differently when they don’t know the model Tracks with clear structure (verse/chorus) get better feedback “Prompt effort” is audible, you can hear when someone iterated Some genres consistently perform better in AI form than others Blind rating removes a surprising amount of noise from feedback What I learned about building the platform Supabase is extremely good for quick prototyping with user uploads Static HTML/CSS is underrated for small tools Handling unpredictable audio uploads requires more validation than expected Sharing pages for each track was trickier without a framework Releasing early gave me real data instead of assumptions If anyone wants to see the project I can drop the link in the comments. submitted by /u/Sensitive_Artist7460
Originally posted by u/Sensitive_Artist7460 on r/ArtificialInteligence