ACOUSTIC MANIFOLD

Each point is one syllable, placed by acoustic similarity (UMAP of spectral descriptors). Islands = the bird's syllabic textures. Click a point to hear it. Default view: a korimako song segmented and typed by the current pipeline (TweetyNet v2 + stage-4 family classifier); the earlier tūī examples (legacy rule-based typing) are in the dropdown.
drag to orbit · scroll to zoom · click point to play