eess.AS · 2026-09-05 · No. 106

Audio and Speech Processing, 2026-09-05.

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

01 — The papers

1 entries
  1. 01

    ToolDF: Tool-Integrated Reasoning for Mixed-Authenticity Audio Deepfake Detection

    Taewoo Kim, Young Han Lee, Nam In Park, Chanwoo Kim

    eess.AS · cs.AI · cs.SD

    Audio deepfake detection is commonly formulated as clip-level binary classification of single-domain audio. However, real-world manipulated audio can exhibit mixed authenticity, where genuine and manipulated cues coexist across temporal transitions, overlapping sources, or both. This setting requires not only detecting manipulated audio but also localizing the components that provide evidence for the decision. We propose ToolDF, a...

    arxiv.org/abs/2609.03620 · PDF

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