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HMM speech recognition with reduced training

หน่วยงาน Nanyang Technological University, Singapore

รายละเอียด

ชื่อเรื่อง : HMM speech recognition with reduced training
นักวิจัย : Foo, Say Wei , Yap, Timothy
คำค้น : DRNTU::Engineering::Electrical and electronic engineering::Electronic circuits
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2540
อ้างอิง : Foo, S. W. & Yap, T. (1997). HMM speech recognition with reduced training. Proceedings of the International Conference on Information, Communications and Signal Processing 1997: (pp. 1016-1019). , http://hdl.handle.net/10220/4687 , http://dx.doi.org/10.1109/ICICS.1997.652134
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : -
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

One of the problems faced in automatic speech recognition is the amount of training required to adapt the machine to the speaker way of pronunciation. To a certain extent, the accuracy of correct recognition is proportional to the amount of training and adaptation carried out. This is especially true when a large vocabulary is involved. For cerlain applications, it is desirable that the training requirement be reduced to the bare minimum without sacrificing the accuracy of recognition. In this paper, the minimum number of training required to achieve an acceptable degree of accuracy for a speaker dependent speech recognition system based on the Hidden Markov Model (HMM) is investigated. A method is also proposed which retains the same degree of accuracy of recognition with much reduced training.

บรรณานุกรม :
Foo, Say Wei , Yap, Timothy . (2540). HMM speech recognition with reduced training.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Foo, Say Wei , Yap, Timothy . 2540. "HMM speech recognition with reduced training".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Foo, Say Wei , Yap, Timothy . "HMM speech recognition with reduced training."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2540. Print.
Foo, Say Wei , Yap, Timothy . HMM speech recognition with reduced training. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2540.