Probabilistic Feature Transformation for Channel Robust Speaker Verification

机译：概率特征转换用于通道鲁棒说话人验证

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Feature transformation plays an important role in robust speaker verification over telephone networks. This paper compares several feature transformation techniques and evaluates their verification performance and computation time under the 2000 NIST spea

机译：功能转换在通过电话网络进行可靠的说话人验证中起着重要作用。本文比较了几种特征转换技术，并评估了它们在2000 NIST豌豆下的验证性能和计算时间

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来源
《Machine Learning for Signal Processing, 2006 IEEE Workshop on; Maynooth,Ireland》||P.433-438|共6页
会议地点 MaynoothIreland
作者
Man-Wai Mak; Kwok-Kwong Yiu;
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原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
probability; speaker recognition; stochastic processes; telephone networks; 2000 NIST speaker recognition evaluation protocol; blind stochastic feature transformation; channel robust speaker verification; probabilistic feature mapping; probabilistic feature tran;

机译：概率;说话人识别;随机过程;电话网络; 2000 NIST说话人识别评估协议;盲随机特征转换;通道鲁棒说话人验证;概率特征映射;概率特征转换;

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专利

1. Blind Stochastic Feature Transformation for Channel Robust Speaker Verification [J] . K.K. YIU, M.W. MAK, M.C. CHEUNG, Journal of VLSI signal processing systems . 2006,第2期

机译：盲随机特征转换，用于通道鲁棒说话人验证
2. Probabilistic feature-based transformation for speaker verification over telephone networks [J] . Man-Wai Mak, Kwok-Kwong Yiu, Sun-Yuan Kung Neurocomputing . 2007,第1a3期

机译：基于概率特征的转换，可通过电话网络进行说话人验证
3. STOCHASTIC FEATURE TRANSFORMATION WITH DIVERGENCE-BASED OUT-OF-HANDSET REJECTION FOR ROBUST SPEAKER VERIFICATION [J] . Man-Wai Mak, Chi-Leung Tsang, Sun-Yuan Kung EURASIP journal on applied signal processing . 2004,第4期

机译：基于散度的超出范围拒绝约束的随机特征变换，用于鲁棒说话人验证
4. Probabilistic Feature Transformation for Channel Robust Speaker Verification [C] . Man-Wai Mak, Kwok-Kwong Yiu IEEE Workshop on Machine Learning for Signal Processing . 2006

机译：渠道强大的扬声器验证的概率特性转换
5. Feature and model transformation techniques for robust speaker verification. [D] . Yiu, Kwok Kwong. 2005

机译：功能和模型转换技术可实现可靠的说话人验证。
6. Robust real-time generic detector based on a multi-feature probabilistic method [O] . Matthieu Doyen, Di Ge, Alain Beuchée, -1

机译：基于多特征概率方法的鲁棒实时通用探测器
7. PROBABILISTIC FEATURE TRANSFORMATION FOR CHANNEL ROBUST SPEAKER VERIFICATION [O] . Man-wai Mak, Kwok-kwong Yiu 2008

机译：通道健壮的说话人验证的概率特征变换
8. Feature-Based and Channel-Based Analyses of Intrinsic Variability in Speaker Verification. [R] . Graciarena, M., Bocklet, T., Shriberg, E., 2013

机译：基于特征和基于通道的说话人验证中内在变异性分析。

Probabilistic Feature Transformation for Channel Robust Speaker Verification

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