说话人验证 on 语音/音频论文速递 https://nanless.github.io/audio-paper-digest-blog/tags/%E8%AF%B4%E8%AF%9D%E4%BA%BA%E9%AA%8C%E8%AF%81/ Recent content in 说话人验证 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 Connecting Layer-Wise Representation of Wavlm with Spectro-Temporal Modulation on Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-connecting-layer-wise-representation-of-wavlm/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-connecting-layer-wise-representation-of-wavlm/ 说话人验证 | 6.0/10 Content Anonymization for Privacy in Long-Form Audio https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-content-anonymization-for-privacy-in-long-form/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-content-anonymization-for-privacy-in-long-form/ 语音匿名化 | 7.5/10 Cross-Architecture Knowledge Distillation of WavLM for Lightweight Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-architecture-knowledge-distillation-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-architecture-knowledge-distillation-of/ 说话人验证 | 8.0/10 Cross-Domain Contrastive Learning with Dynamic Threshold Calibration for Source Speaker Tracing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-domain-contrastive-learning-with-dynamic/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-cross-domain-contrastive-learning-with-dynamic/ 说话人验证 | 8.0/10 Curriculum Learning with Contrastive Loss for Lightweight Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-curriculum-learning-with-contrastive-loss-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-curriculum-learning-with-contrastive-loss-for/ 说话人验证 | 6.5/10 Distilling Attention Knowledge for Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-distilling-attention-knowledge-for-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-distilling-attention-knowledge-for-speaker/ 说话人验证 | 8.0/10 Enhancing Speaker Verification with w2v-BERT 2.0 and Knowledge Distillation Guided Structured Pruning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-speaker-verification-with-w2v-bert-20/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-enhancing-speaker-verification-with-w2v-bert-20/ 说话人验证 | 7.5/10 Face-Voice Association with Inductive Bias for Maximum Class Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-face-voice-association-with-inductive-bias-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-face-voice-association-with-inductive-bias-for/ 说话人验证 | 7.0/10 Hybrid Pruning: In-Situ Compression of Self-Supervised Speech Models for Speaker Verification and Anti-Spoofing 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 ICASSP 2026 - 说话人验证 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-094/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-094/ 共 10 篇 ICASSP 2026 说话人验证 方向论文 Impact of Phonetics on Speaker Identity in Adversarial Voice Attack https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-impact-of-phonetics-on-speaker-identity-in/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-impact-of-phonetics-on-speaker-identity-in/ 说话人验证 | 7.0/10 Linguard: Authenticating Speech Recordings Using Speech Recognition and Watermark https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-linguard-authenticating-speech-recordings-using/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-linguard-authenticating-speech-recordings-using/ 音频安全 | 6.5/10 Target Speaker Anonymization in Multi-Speaker Recordings https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-target-speaker-anonymization-in-multi-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-target-speaker-anonymization-in-multi-speaker/ 语音匿名化 | 7.6/10 Triage Knowledge Distillation for Speaker Verification https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-triage-knowledge-distillation-for-speaker/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-triage-knowledge-distillation-for-speaker/ 说话人验证 | 7.5/10 UNet-Based Fusion and Exponential Moving Average Adaptation for Noise-Robust Speaker Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unet-based-fusion-and-exponential-moving-average/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-unet-based-fusion-and-exponential-moving-average/ 说话人验证 | 7.5/10 Enhancing Speaker Verification with Whispered Speech via Post-Processing https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-23-enhancing-speaker-verification-with-whispered/ Thu, 23 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-23-enhancing-speaker-verification-with-whispered/ 1. **问题**：耳语语音因缺乏声带振动，其声学特征与正常语音差异显著，导致现有的说话人验证系统性能严重下降。这在用户为保护隐私而低语、或因疾病无法正常发声等实际场景中构成挑战。 2. **方法核心**：在预训练的说话人验证骨干网络（ReDimNet-B6）之上，添加一个轻量级的编码器-解码器结构