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most citedA Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems

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cs.SD2026

Sound Effects Dataset Unification With the Universal Category System

Jun Woo Beck, Alexander Lerch

Sound effects (SFX) datasets and libraries often employ distinct tagging schemes, taxonomies, and metadata structures. This creates challenges for research on SFX classification an…