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topics/audio-classification-and-representation — Audio tagging, representation learning, audio-language models (YAMNet, PANNs, AST, BYOL-A, CLAP)
topics/classical-techniques — Pre-deep-learning foundations: ASA, CASA, NMF, sinusoidal modeling, informed separation
topics/datasets — MUSDB18, Slakh2100, GuitarSet, AudioSet, FMA, and more
topics/source-separation — Demucs, Spleeter, Open-Unmix, AudioSep, MixIT, deep clustering
topics/tools-and-libraries — librosa, pedalboard, music21, MuseScore CLI, impulse response libraries
topics/transcription-and-pitch-estimation — Basic Pitch, MT3, Onsets and Frames, CREPE, TabCNN

[2026-05-19] seed — Wiki initialized with 6 topic hubs and 15 concept stubs from Nat's research taxonomy.

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6 topics covered
Last updated: 2026-05-19