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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Jisheng Bai

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Preprint Aug 2026

MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection

MADBench is introduced, the first benchmark that treats speech and environmental audio as distinct acoustic components, enabling component-aware evaluation of audio deepfake detection across independently manipulated forgery sources and establishes a rigorous foundation for future research into robust, component-aware...

Yan-Qiu Li, Yang Xiao, Jisheng Bai et al. · 0 citations

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