cs.SD · 2026-09-29 · No. 128

Sound, 2026-09-29.

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

01 — The papers

2 entries
  1. 01

    CoSE-E: A Benchmark for Code-switched Speech Evaluation in Enterprise Settings

    Shama Gupta, Hoang H Nguyen, Chelsea Huang, Lindsay Devon Brin, Fanny Riols

    cs.SD · cs.CL · cs.LG · eess.AS

    Code-switching (CS), a seamless alternation between languages within a single utterance, remains a critical challenge in automatic speech recognition (ASR). While prior works focus on conversational CS-ASR, enterprise settings demand evaluation of operational impact beyond edit-distance errors: how code-switching transcription errors propagate to downstream voice agent task failures. In this work, we propose (1) a CS-ASR synthetic benchmark...

    arxiv.org/abs/2609.35645 · PDF

  2. 02

    GLAD: Global-Local Adaptive Detector for Robust Speech Deepfake Detection

    Zelin Zhao, Guanjie Huang, Danny Hin Kwok Tsang, Li Liu

    cs.SD · cs.AI

    Recent advances in AI-based speech synthesis have enabled highly realistic speech, increasing the importance of speech deepfake detection (SDD) in preventing misuse. While mainstream Self-Supervised Learning (SSL)-based detectors achieve strong performance, they suffer from poor generalization to unseen domains and often overlook fine-grained signal artifacts due to a bias towards global semantic consistency. In this paper, we conduct the...

    arxiv.org/abs/2609.35411 · PDF

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