https://nanless.github.io/audio-paper-digest-blog/tags/%E8%AF%AD%E9%9F%B3%E4%BC%AA%E9%80%A0%E6%A3%80%E6%B5%8B/ Recent content in 语音伪造检测 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-parameter-efficient-multi-scale-convolutional/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-parameter-efficient-multi-scale-convolutional/ A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-addressing-gradient-misalignment-in-data/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-addressing-gradient-misalignment-in-data/ 语音伪造检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-visual-deepfake-generation-and-detection-an/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audio-visual-deepfake-generation-and-detection-an/ 音频深度伪造检测 | 6.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-detecting-and-attributing-synthetic-spanish/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-detecting-and-attributing-synthetic-spanish/ 语音伪造检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-disentangled-authenticity-representation-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-disentangled-authenticity-representation-for/ 音频深度伪造检测 | 6.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-echofake-a-replay-aware-dataset-for-practical/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-echofake-a-replay-aware-dataset-for-practical/ 音频深度伪造检测 | 8.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fake-speech-wild-detecting-deepfake-speech-on/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fake-speech-wild-detecting-deepfake-speech-on/ 语音伪造检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-grained-frame-modeling-in-multi-head-self/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-fine-grained-frame-modeling-in-multi-head-self/ 语音伪造检测 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hybrid-pruning-in-situ-compression-of-self/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-hybrid-pruning-in-situ-compression-of-self/ 说话人验证 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-056/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-056/ 共 8 篇 ICASSP 2026 语音伪造检测 方向论文 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mind-your-ms-cross-your-ts-a-large-scale-phonetic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-mind-your-ms-cross-your-ts-a-large-scale-phonetic/ 语音伪造检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-task-transformer-for-explainable-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multi-task-transformer-for-explainable-speech/ 语音伪造检测 | 7.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speech-quality-based-localization-of-low-quality/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-speech-quality-based-localization-of-low-quality/ 语音质量评估 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tri-attention-fusion-joint-temporal-spectral-and/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tri-attention-fusion-joint-temporal-spectral-and/ 语音伪造检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavesp-net-learnable-wavelet-domain-sparse-prompt/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavesp-net-learnable-wavelet-domain-sparse-prompt/ 语音伪造检测 | 8.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-rtcfake-speech-deepfake-detection-in-real-time/ Tue, 28 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-rtcfake-speech-deepfake-detection-in-real-time/ 语音伪造检测 | 7.0/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-spectro-temporal-modulation-representation/ Tue, 28 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-spectro-temporal-modulation-representation/ 语音伪造检测 | 6.5/10 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-neural-encoding-detection-is-not-all-you-need-for/ Tue, 21 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-21-neural-encoding-detection-is-not-all-you-need-for/ 这篇综述论文的核心贡献在于**揭示并论证了当前合成语音检测领域的一个关键误区：过度依赖“神经编码检测”**。论文首先系统回顾了基于SincNet、自监督学习（SSL）和神经编码检测的三类数据驱动方法，指出当前性能最佳的SSL模型实际上主要捕捉的是声码器（vocoder）在波形生成阶段引入的痕迹，而非 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-listening-deepfake-detection-a-new-perspective/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-listening-deepfake-detection-a-new-perspective/ 本文首次提出了“聆听深度伪造检测”这一新任务，旨在识别视频中人物在倾听状态下（非说话时）的伪造反应，弥补了现有研究主要集中于“说话”场景的不足。为解决此任务数据稀缺的问题，作者构建了首个专门数据集Li https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-prosdd-learning-prosodic-representations-for/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-prosdd-learning-prosodic-representations-for/ 这篇论文旨在解决当前语音深度伪造检测（SDD）系统在面对富有表现力和情感的合成语音攻击时泛化能力不足的核心问题。现有方法过度依赖伪造数据，容易学习数据集特定的伪影，而非自然语音的可迁移特征。为此，作者