发明名称 |
METHOD AND APPARATUS OF HIERARCHICALLY ORGANIZING AN ACOUSTIC MODEL FOR SPEECH RECOGNITION AND ADAPTATION OF THE MODEL TO UNSEEN DOMAINS |
摘要 |
A method of organizing an acoustic model for speech recognition is comprised of the steps of calculating a measure of acoustic dissimilarity of subphonetic units. A clustering technique is recursively applied to the subphonetic units based on the calculated measure of acoustic dissimilarity to automatically generate a hierarchically arranged model. Each application of the clustering technique produces another level of the hierarchy with the levels progressing from the least specific to the most specific. A technique for adapting the structure and size of a trained acoustic model to an unseen domain using only a small amount of adaptation data is also disclosed. |
申请公布号 |
WO0028526(A1) |
申请公布日期 |
2000.05.18 |
申请号 |
WO1999US25752 |
申请日期 |
1999.11.05 |
申请人 |
INTERACTIVE SYSTEMS, INC. |
发明人 |
WAIBEL, ALEX;FRITSCH, JUERGEN |
分类号 |
G06F17/18;G06N3/00;G10L15/02;G10L15/06;G10L15/14;G10L15/16 |
主分类号 |
G06F17/18 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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