Nicole Cosme-Clifford
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126
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Sound×1ML×1
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2026
Structural Bottlenecks on Frequency Representation in End-to-End Audio Models
This paper identifies and quantifies two structural bottlenecks in certain state-of-the-art neural audio models that limit access to frequency-localized primitives, and proposes a lightweight intervention called Gabor Latent Refactorization (GLRF) to recover much of that access.
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