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A Prosody-Guided Multi-Stream Framework for Universal Detection of AI-Synthesized Speech across Codec and Vocoder Domains

Akmalbek Abdusalomov Mukhriddin Mukhiddinov Fakhriddin Abdirazakov Alpamis Kutlimuratov Nodira Alimova Ilyos Kalandarov Ayhan Istanbullu Rashid Nasimov Young-Im Cho

Computers, Materials & Continua2026，Vol.88Issue(7)：P.2247-2267,21.

Computers, Materials & Continua2026，Vol.88Issue(7)：P.2247-2267,21.DOI:10.32604/cmc.2026.080444

A Prosody-Guided Multi-Stream Framework for Universal Detection of AI-Synthesized Speech across Codec and Vocoder Domains

Akmalbek Abdusalomov ¹Mukhriddin Mukhiddinov ²Fakhriddin Abdirazakov ³Alpamis Kutlimuratov ⁴Nodira Alimova ⁵Ilyos Kalandarov ⁶Ayhan Istanbullu ⁷Rashid Nasimov ⁸Young-Im Cho¹

作者信息

1. Department of Computer Engineering,Gachon University,Seongnam-si,Republic of Korea
2. Department of Industrial Management and Digital Technologies,Nordic International University,Tashkent,Uzbekistan Department of Artificial Intelligence,Tashkent University of Information Technologies Named after Muhammad Al-Khwarizmi,Tashkent,Uzbekistan
3. Department of Computer Systems,Tashkent University of Information Technologies Named after Muhammad Al-Khwarizmi,Tashkent,Uzbekistan
4. Department of Applied Informatics,Kimyo International University in Tashkent,Tashkent,Uzbekistan
5. Department of Information Processing and Control Systems,Tashkent State Technical University,Tashkent,Uzbekistan
6. Department of Automation and Control,Navoi State University of Mining and Technologies,Navoi,Uzbekistan
7. Department of Computer Engineering,Faculty of Engineering,Balikesir University,Balikesir,Turkey
8. Department of Artificial Intelligence,Tashkent State University of Economics,Tashkent,Uzbekistan
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摘要

关键词

Deepfake speech detection/prosody analysis/neural codec artifacts/whisper model/multi-stream fusion/emotion-consistency verification/AI-synthesized speech/spoofing detection

分类

信息技术与安全科学

引用本文复制引用

Akmalbek Abdusalomov,Mukhriddin Mukhiddinov,Fakhriddin Abdirazakov,Alpamis Kutlimuratov,Nodira Alimova,Ilyos Kalandarov,Ayhan Istanbullu,Rashid Nasimov,Young-Im Cho..A Prosody-Guided Multi-Stream Framework for Universal Detection of AI-Synthesized Speech across Codec and Vocoder Domains[J].Computers, Materials & Continua,2026,88(7):P.2247-2267,21.

基金项目

supported by the Ministry of Trade,Industry and Energy and implemented by the Korea Institute for Advancement of Technology.The project includes Development of an International Standardization and Sustainability Integration Framework for AI Industry Internalization and Global Competitiveness Enhancement(RS-2025-07372968). （RS-2025-07372968）

Computers, Materials & Continua

ISSN：1546-2218

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