论文解读

Cross-Architecture Knowledge Distillation of WavLM for Lightweight Speaker Verification

说话人验证 | 8.0/10

 · 更新于 2026-09-24 · 约 13 分钟 · 6123 字 阅读 →
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Cross-Domain Contrastive Learning with Dynamic Threshold Calibration for Source Speaker Tracing

说话人验证 | 8.0/10

 · 更新于 2026-09-24 · 约 8 分钟 · 3746 字 阅读 →
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Curriculum Learning with Contrastive Loss for Lightweight Speaker Verification

说话人验证 | 6.5/10

 · 更新于 2026-09-24 · 约 10 分钟 · 4588 字 阅读 →
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Distilling Attention Knowledge for Speaker Verification

说话人验证 | 8.0/10

 · 更新于 2026-09-24 · 约 8 分钟 · 3961 字 阅读 →
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Enhancing Speaker Verification with w2v-BERT 2.0 and Knowledge Distillation Guided Structured Pruning

说话人验证 | 7.5/10

 · 更新于 2026-09-24 · 约 10 分钟 · 4903 字 阅读 →
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Face-Voice Association with Inductive Bias for Maximum Class Separation

说话人验证 | 7.0/10

 · 更新于 2026-09-24 · 约 10 分钟 · 4756 字 阅读 →
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Hybrid Pruning: In-Situ Compression of Self-Supervised Speech Models for Speaker Verification and Anti-Spoofing

说话人验证 | 8.0/10

 · 更新于 2026-09-24 · 约 10 分钟 · 4788 字 阅读 →
会议任务专题

ICASSP 2026 - 说话人验证

共 10 篇 ICASSP 2026 说话人验证 方向论文

 · 更新于 2026-09-24 · 约 30 分钟 · 14817 字 阅读 →
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Impact of Phonetics on Speaker Identity in Adversarial Voice Attack

说话人验证 | 7.0/10

 · 更新于 2026-09-24 · 约 8 分钟 · 3657 字 阅读 →
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Linguard: Authenticating Speech Recordings Using Speech Recognition and Watermark

音频安全 | 6.5/10

 · 更新于 2026-09-24 · 约 9 分钟 · 4307 字 阅读 →
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Target Speaker Anonymization in Multi-Speaker Recordings

语音匿名化 | 7.6/10

 · 更新于 2026-09-24 · 约 8 分钟 · 3887 字 阅读 →
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Triage Knowledge Distillation for Speaker Verification

说话人验证 | 7.5/10

 · 更新于 2026-09-24 · 约 10 分钟 · 4613 字 阅读 →
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UNet-Based Fusion and Exponential Moving Average Adaptation for Noise-Robust Speaker Recognition

说话人验证 | 7.5/10

 · 更新于 2026-09-24 · 约 11 分钟 · 5394 字 阅读 →
论文解读

Enhancing Speaker Verification with Whispered Speech via Post-Processing

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

 · 更新于 2026-09-24 · 约 10 分钟 · 4925 字 阅读 →