eess.AS · 2026-09-06 · No. 107
Audio and Speech Processing, 2026-09-06.
1 new papers in eess.AS. Titles, authors,
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01 — The papers
1 entries-
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...
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