Tonotopic multi-layered perceptron: A neural network for learning long-term temporal features for speech recognition

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn I, Issue , 2005, Pages 945-948

  Chen, Barry Y ^a,b   Zhu, Qifeng ^a   Morgan, Nelson ^a,b  

^a INTERNATIONAL COMPUTER SCIENCE INSTITUTE   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION ANALYSIS; LEARNING SYSTEMS; NEURAL NETWORKS; PARAMETER ESTIMATION; SPEECH ANALYSIS; VIRTUAL REALITY;

CONVERSATIONAL TELEPHONE SPEECH (CTS); ENERGY TRAJECTORY PATTERNS; MULTI-LAYERED PERCEPTIONS (MLP); WORD ERROR RATES (WER);

SPEECH RECOGNITION;

EID: 33646799825     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1415271     Document Type: Conference Paper

References (9)

1. H. H. Yang, S. V. Vuuren, S. Sharma, and H. Hermansky, "Relavance of time-frequency features for phonetic and speaker-channel classification," Speech Communications, vol. 31, pp. 35-50, 2000.
2. J. Bilmes, "Maximum mutual information based reduction strategies for cross-correlation based joint distributional modeling," in Proc. ICASSP-1998.
3. H. Hermansky and S. Sharma, "TRAPs: Classifiers of TempoRAI Patterns," in Proc. ICSLP-1998.
4. H. Hermansky, S. Sharma, and P. Jain, "Data-derived nonlinear mapping for feature extraction in HMM," in Proc. ICASSP-2000.
5. A. Stolcke, H. Bratt, J. Butzberger, H. Franco, V. R. Rao Gadde, M. Plauche, C. Richey, E. Shriberg, K. Sonmez, F. Weng, and J. Zheng, "The SRI March 2000 Hub-5 conversational speech transcription system," in Proc. NIST Speech Transcription Workshop, College Park, MD, 2000.
6. B. Y. Chen, Q. Zhu, and N. Morgan, "Learning long-term temporal features in LVCSR using neural networks," in Proc. ICSLP-2004.
7. N. Morgan, B. Y. Chen, Q. Zhu, and A. Stolcke, "TRAPping conversational speech: Extending TRAP/TANDEM approaches to conversational telephone speech recognition," in Proc. ICASSP-2004.
8. H. Misra, H. Bourlard, and V. Tyagi, "New entropy based combination rules in HMM/ANN multi-stream ASR," in Proc. ICASSP-2003.
9. D. Ellis and N. Morgan, "Size matters: An empirical study of neural network training for large vocabulary continuous speech recognition," in Proc. ICASSP-1999.