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…
eess.AS2026
SEAM: Shortcut-Aware Real-Time Detection of Scripted vs. Spontaneous Speech for Interview Guardrails
Vsevolod, Kovalev, Pranay Manocha
Scripted vs spontaneous speech detection is appealing for interview guardrails, but benchmark performance can be inflated by shortcuts tied to corpus identity, channel conditions,…