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Yigitcan Özer

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#artificial intelligence Preprint Aug 2026

A Training-Free Proactive Defense Against Partial Speech Manipulation via Self-Embedding Steganography

This paper revisits audio steganography from a new perspective and proposes a self-embedding strategy in which a clean speech signal embeds a compressed representation of itself, enabling post-hoc extraction of reference content.

Yigitcan Özer, Zhe Zhang, Wan-Ying Ge et al. · 1 citation
Preprint Aug 2026

Combining Self-Embedding Audio Watermarking with Ultra-Low-Bitrate Neural Codecs

Experiments across four controlled manipulation types under ideal channel conditions show that the embedded payload, and hence an approximate reconstruction of the authentic content, is always fully recovered without bit errors, and the results indicate that the choice of neural codec is the dominant factor for detecti...

Yigitcan Özer, Xin Wang, Zhe Zhang et al. · 0 citations

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