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ToolDF: Tool-Integrated Reasoning for Mixed-Authenticity Audio Deepfake Detection
Taewoo Kim, Young Han Lee, Nam In Park +1
Audio deepfake detection is commonly formulated as clip-level binary classification of single-domain audio. However, real-world manipulated audio can exhibit mixed authenticity, wh…
eess.AS2026
Beyond Short Segments : Expanding Speaker Embeddings with Vector Archives
Hyunku Kang, Minkyu Cho, Chanwoo Kim
The performance of state-of-the-art speaker verification (SV) systems severely degrades on short utterances due to insufficient speaker-specific information. To address this critic…