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English(EN) NouveauVoice: Generating Novel Pseudo Speakers for Voice Anonymization

NouveauVoice框架通过多样化的伪造说话人增强语音匿名效果

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了NouveauVoice，一个旨在为语音匿名生成多样化伪造说话人的新框架。该系统利用分层深度变分自编码器（NVAE），并可与FACodec和CosyVoice2等现有架构集成。评估表明，NouveauVoice显著增强了说话人多样性和身份隐藏性，在面对说话人验证攻击时，等错误率（EER）超过38%，同时保持了匿名性、多样性和语音可用性之间的平衡。 AI

影响 通过生成更多样化、更具说服力的匿名语音，提高了语音应用的隐私性。

排序理由 详细介绍语音匿名新方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

NouveauVoice框架通过多样化的伪造说话人增强语音匿名效果

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详细介绍语音匿名新方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Meiying Melissa Chen, Anastasia Kuznetsova, Zhenyu Wang, Zhiyao Duan ·

    NouveauVoice：为语音匿名化生成新颖的伪扬声器

    arXiv:2607.03985v1 Announce Type: cross Abstract: Advanced neural technologies in speech synthesis and voice conversion (VC) have introduced severe risks to personal privacy, necessitating robust Speaker Anonymization Systems (SAS). Existing SAS approaches modify voice characteri…

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