发明名称 |
Method and apparatus for training a text independent speaker recognition system using speech data with text labels |
摘要 |
There is provided an apparatus for providing a Text Independent (TI) speaker recognition mode in a Text Dependent (TD) Hidden Markov Model (HMM) speaker recognition system and/or a Text Constrained (TC) HMM speaker recognition system. The apparatus includes a Gaussian Mixture Model (GMM) generator and a Gaussian weight normalizer. The GMM generator is for creating a GMM by pooling Gaussians from a plurality of HMM states. The Gaussian weight normalizer is for normalizing Gaussian weights with respect to the plurality of HMM states.
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申请公布号 |
US2006111905(A1) |
申请公布日期 |
2006.05.25 |
申请号 |
US20040994743 |
申请日期 |
2004.11.22 |
申请人 |
NAVRATIL JIRI;NEALAND JAMES H;PELECANOS JASON W;RAMASWAMY GANESH N;ZILCA RAN D |
发明人 |
NAVRATIL JIRI;NEALAND JAMES H.;PELECANOS JASON W.;RAMASWAMY GANESH N.;ZILCA RAN D. |
分类号 |
G10L15/00 |
主分类号 |
G10L15/00 |
代理机构 |
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