发明申请
- 专利标题: APPARATUS AND METHOD FOR CREATING ACOUSTIC MODEL
- 专利标题(中): 用于创建声学模型的装置和方法
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申请号: US13284095申请日: 2011-10-28
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公开(公告)号: US20120109650A1公开(公告)日: 2012-05-03
- 发明人: Hoon-Young CHO , Young-Ik Kim , Il-Bin Lee , Seung-Hi Kim , Jun Park , Dong-Hyun Kim , Sang-Hun Kim
- 申请人: Hoon-Young CHO , Young-Ik Kim , Il-Bin Lee , Seung-Hi Kim , Jun Park , Dong-Hyun Kim , Sang-Hun Kim
- 申请人地址: KR Daejeon
- 专利权人: Electronics and Telecommunications Research Institute
- 当前专利权人: Electronics and Telecommunications Research Institute
- 当前专利权人地址: KR Daejeon
- 优先权: KR10-2010-0107205 20101029
- 主分类号: G10L15/14
- IPC分类号: G10L15/14
摘要:
Disclosed herein is an apparatus and method for creating an acoustic model. The apparatus includes a binary tree creation unit, an information creation unit, and a binary tree reduction unit. The binary tree creation unit creates a binary tree by repeatedly merging a plurality of Gaussian components for each Hidden Markov Model (HMM) state of an acoustic model based on a distance measure reflecting a variation in likelihood score. The information creation unit creates information about information about the largest size of the acoustic model in accordance with a platform including a speech recognizer. The binary tree reduction unit reduces the binary tree in accordance with the information about the largest size of the acoustic model.