cs.SD · 2026-08-22 · No. 92

Sound, 2026-08-22.

1 new papers in cs.SD. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Towards Quantifying Benchmark Optimization in ASR Models

    Theo Lebryk, David Ayllon, Alice Baird, Jakub Piotr Cłapa, Jens Madsen, Panagiotis Tzirakis

    cs.SD · cs.AI

    Public benchmarks are important measures of Automatic Speech Recognition (ASR) model capabilities. However, by nature of being public, there is risk of models being optimized for these benchmarks in ways that do not generalize well to real-world data. We present a methodology for quantifying benchmark optimization, focusing on cases where the audio underdetermines the reference transcript. We identify three families of behavioral probes that...

    arxiv.org/abs/2608.19936 · PDF

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