New TTS watermarking framework GAMW enhances speech traceability

Researchers have developed GAMW, a novel framework for embedding imperceptible watermarks into synthesized speech during the text-to-speech (TTS) generation process. This method, detailed in an arXiv paper, embeds a content-adaptive multi-bit watermark residual before waveform synthesis. GAMW demonstrates improved decoding accuracy over existing methods, particularly under various perturbations, while maintaining high speech quality. AI

IMPACT Enhances security and traceability for synthesized speech, potentially impacting content moderation and verification systems.

RANK_REASON The cluster contains an academic paper detailing a new technical method. [lever_c_demoted from research: ic=1 ai=1.0]

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• alphaXiv
• arXiv
• Audio watermarking for people monitoring
• dynamic per-bit weighting
• focal modulation
• Gamwellia
• Hugging Face
• Text To Speech
• Waveform

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