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文章基本信息

  • 标题:Probabilistic Bilinear Transformation Space-Based Joint Maximum A Posteriori Adaptation
  • 本地全文:下载
  • 作者:Song, Hwa Jeon ; Lee, Yunkeun ; Kim, Hyung Soon
  • 期刊名称:ETRI Journal
  • 印刷版ISSN:1225-6463
  • 电子版ISSN:2233-7326
  • 出版年度:2012
  • 卷号:34
  • 期号:5
  • 页码:783-786
  • DOI:10.4218/etrij.12.0212.0054
  • 语种:English
  • 出版社:Electronics and Telecommunications Research Institute
  • 摘要:This letter proposes a more advanced joint maximum a posteriori (MAP) adaptation using a prior model based on a probabilistic scheme utilizing the bilinear transformation (BIT) concept. The proposed method not only has scalable parameters but is also based on a single prior distribution without the heuristic parameters of the previous joint BIT-MAP method. Experiment results, irrespective of the amount of adaptation data, show that the proposed method leads to a consistent improvement over the previous method.
  • 关键词:Speaker adaptation;bilinear model;MAP
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