Speech recognition using Adaboost HMM

• 主要作者: Ooi, Mun Siang
• 其他作者: Foo Say Wei
• 格式: Theses and Dissertations
• 語言: English
• 出版: 2015
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• 在線閱讀: http://hdl.handle.net/10356/64891
• 機構: Nanyang Technological University

For speech recognition, Hidden Markov Model (HMM) is a popular approach as the classifier with high degree of accuracy; Adaptive Boosting (Adaboost) is a method to improve the performance of a given base classifier. In this study, Adaboost technique is applied to HMM classifier in speech recognit...