36 citations · 85 across the 13 of their papers we have counts for
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cs.SD2026
Retrieving Individual Stems from Music Mixtures with Slot Embeddings
David Braun, Junyi Fan, Pranay Manocha +2
Music producers search libraries of isolated instrument recordings, called stems, for sounds resembling parts of an existing song. Neural retrieval systems address this by mapping…
cs.SD2026
Quieter Than the Room: Representation Drift and Task Robustness in Speech Encoders
Vsevolod Kovalev, Pranay Manocha
Non-speech interference can change a speech representation without causing comparable task loss. We test eight frozen encoders on four tasks, adding non-speech sounds throughout re…