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cs.SD2026
Deepfake Audio Detection Using Self-supervised Fusion Representations
Khalid Zaman, Qixuan Huang, Muhammad Uzair +1
This paper describes a submission to the Environment-Aware Speech and Sound Deepfake Detection Challenge (ESDD2) 2026, which addresses component-level deepfake detection using the…
cs.SD2026
Spectro-Temporal Modulation Representation Framework for Human-Imitated Speech Detection
Khalid Zaman, Masashi Unoki
Human-imitated speech poses a greater challenge than AI-generated speech for both human listeners and automatic detection systems. Unlike AI-generated speech, which often contains…
cs.SD2026
Noise-Aware In-Context Learning for Hallucination Mitigation in ALLMs
Qixuan Huang, Khalid Zaman, Masashi Unoki
Auditory large language models (ALLMs) have demonstrated strong general capabilities in audio understanding and reasoning tasks. However, their reliability is still undermined by h…