Moozz Melody Studio
— extract & listen
Upload an isolated VOCAL STEM
(not a full song). Basic Pitch on a full mix is noise. Stem separation is a separate service (moozz-stem-separator).
Extract melody
Your vocal (input)
Extracted melody (hum)
↓ download melody.mid
Piano roll
(gold = prominent note)
Hear an issue?
A/B the input vs the extracted melody above. Flag anything wrong — pitch off, timing/alignment drift, missing or extra notes. This is the human-in-the-loop check, in dev and prod.