You are here

SÜREKLİ SAKLI MARKOV MODELLERİ İLE METİNDEN BAĞIMSIZ KONUŞMACI TANIMA PARAMETRELERİNİN İNCELENMESİ

On the Parameters of Text-Independent Speaker Identification Using Continuous HMMs

Journal Name:

Publication Year:

Abstract (2. Language): 
In this paper, the parameters of text-independent speaker identification system (size of feature vector, number of states and mixtures) using Hidden Markov Models (HMMs) of both ergodic and left-to-right type have been analyzed in relation to identification rate, and their optimum values have been determined.
Abstract (Original Language): 
Bu çalışmada, ergodik ve soldan-sağa olmak üzere iki farklı saklı Markov modelleri kullanan metinden bağımsız konuşmacı tanıma sistemine ilişkin parametreler (özellik vektörü boyutu, model durum ve karışım sayıları) tanıma başarımına etkisi yönünden karşılaştırmalı olarak incelenmiş ve bunların optimum değerleri belirlenmiştir.
109-114

REFERENCES

References: 

1. Doddington, G. R. (1985) Speaker Recognition-Identifying People by Their Voices, Proceedings of the IEEE,
73(11), 1651-1985.
2. Furui, S. (1997) Recent Advances in speaker recognition, Pattern Recognition Letters, 18, 859-872.
3. Li, Q., Zheng J., Tsai A. ve Zhou Q. (2002) Robust Endpoint Detection and Energy Normalization for Real-Time
Speech and Speaker Recognition, IEEE Trans. On Speech and Audio Processing, 10(3), 146-157.
4. Matsui, T. ve Furui, S. (1994) Comparison of Text-Independent Speaker Recognition Methods Using VQdistortion
and Discrete/Continuous HMMs, IEEE Trans. On Speech and Audio Processing, 456-459.
5. Mirghafori N., Hatch O. A., Stafford S., Boakye K., Gillick D., ve Peksin B. (2005) ISCI’s 2005 Speaker
Recognition System, IEEE Workshop on Automatic Speech Recognition and Understanding, 23-28.
6. Naik, J. M., Netsch, L. P. ve Doddington, G. R. (1989) Speaker Verification Over Long Distance Telephone
Lines, IEEE International Conference on Acoustic, Speech and Signal Processing, 524-527.
7. O’Shaughnessy, D. (1986) Speaker Recognition, IEEE Acoustic, Speech and Signal Processing Magazine, 4-17.
8. Rabiner, L. ve Juang B. H. (1993) Fundamentals Of Speech Recognition, Printice Hall, New Jersey.
9. Rabiner, L. R. (1989) A tutorial on Hidden Markov Models and Selected Applications in Speech Recognition,
Proceedings of the IEEE, 77(2), 257-286.
10. Rabiner, L. R. ve Juang, B. H. (1986) An Introduction to Hidden Markov Models, IEEE Acoustic, Speech and
Signal Processing Magazine, 4-16.
11. Rosenberg, A. E., Lee, C. H. ve Gökcen S. (1991) Connected Word Talker Verification Using Whole Word
Hidden Markov Models, International Conference on Acoustic, Speech and Signal Processing, 381-384.
12. Yu. K, Mason. J. ve Oglesby, J. (1995) Speaker recognition using Hidden Markov Models, dynamic time warping
and vector quantisation, IEE Proc.-Vis. Image Signal Process., 142(5), 313-318.
13. Zheng. Y. ve Yuan. B. (1988) Text-dependent speaker identification using circular Hidden Markov Models, Proc.
IEEE International Conference on Acoustic, Speech and Signal Processing, 580-582.
14. Zue V., Sneff S., ve Glass J. (1990) Speech database development at MIT: TIMIT and beyond, Speech Communication,
9, 351-356.

Thank you for copying data from http://www.arastirmax.com