Comparison of biomimetic pattern recognition, HMM and DTW for speaker-independent speech recognition

Tien Tzu Hsueh Pao/Acta Electronica Sinica

Volumn 33, Issue 5, 2005, Pages 957-960

  Qin, Hong ^a   Wang, Shou Jue ^a  

^a INSTITUTE OF SEMICONDUCTORS   (China)

Author keywords

Biomimetic pattern recognition; Dynamic time warping; Hidden Markov models; Multi weights neuron; Speech recognition

Indexed keywords

DATA PROCESSING; MARKOV PROCESSES; MATHEMATICAL MODELS; PATTERN RECOGNITION; VOCABULARY CONTROL; WORD PROCESSING;

BIOMIMETIC PATTERN RECOGNITION; DYNAMIC TIME WARPING; FALSE ACCEPTANCE RATE; FALSE RECOGNITION RATE; HIDDEN MARKOV MODELS; MULTI WEIGHTS NEURONS; SPEAKER INDEPENDENT SPEECH RECOGNITION; TRAINING DATA;

SPEECH RECOGNITION;

EID: 22844445381     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. LR Rabiner, AE Rosenberg, SE Levinson. Considerations in dynamic time warping algorithms for discrete word recognition[J]. IEEE Transactions on Acoustics, Speech and Signal Processing, December, 1978, 26(6): 575-582.
2. Rabiner L, Juang B. An Introduction to Hidden Markov Models[M]. IEEE Acoustics, Speech and Signal Processing Magazine, JANUARY 1986. 4-16.
3. Gemello R, Albesano D, Mana F, Moisa. L Multi-source neural networks for speech recognition: a review of recent results[A]. IEEE-INNSENNS International Joint Conference on Neural Networks[C]. Italy: 2000. 265-270.
4. Lee K F. Automatic Speech Recognition: The Development of the SPHINX SYSTEM[M]. Kluwer Academic Publishers, Boston, 1989.
5. WANG Shou-jue. Bionic (Topological) pattern recognition-a new model of pattern recognition theory and its applications[J]. Acta Eleclronica Sinica, 2002, 30(10): 1417-1420.
6. WANG Shou-jue, XU jian, WANG Xian-bao, QIN Hong. Multi-camera human-face personal identification system based on the biomimetic pattern recognition[J]. Acta Electronica Sinica, 2003, 31(1): 1-3.
7. WANG Shou-jue, QU Yan-feng, LI Wei-jun, QIN Hong. Face recognition: biomimetic pattern recognition vs. traditional pattern recognition[J]. Acta Electronica sinica, 2004, 32(7): 1057-1061.
8. WANG Shou-jue, WANG Bai-nan. Analysis and theory of high-dimension space geometry for artificial neural networks[J]. Acta Eleclronica Sinica, 2002, 30(1): 1-4.
9. L R Rabiner, B H Juang. Fundamental of Speech Recognition[M]. Englewood cliffs, NJ: Prentice-Hall, 1993.
10. L R Rabiner, et al. Speaker-independent recognition of isolated words using clustering techniques[J]. IEEE Trans. Acoustics, Speech, and Signal Processing, 1979, ASSP-27(4): 336-349.