Effects on transcription errors on supervised learning in speech recognition

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

Volumn 1, Issue , 2004, Pages

  Sundaram, Ram ^a   Picone, Joseph ^b  

^a Conversay ^*  (United States)

^b MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

HIDDEN MARKOV MODEL (HMM); SUPERVISED LEARNING; TRANSCRIPTION ERRORS; WORD ERROR RATES (WER);

ALGORITHMS; APPROXIMATION THEORY; ERROR ANALYSIS; ITERATIVE METHODS; LEARNING SYSTEMS; MARKOV PROCESSES; PARAMETER ESTIMATION; PROBABILITY;

SPEECH RECOGNITION;

EID: 4544277095     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. N. Deshmukh, A. Ganapathiraju, A. Gleeson, J. Hamaker and J. Picone, "Resegmentation of Switchboard," Proceedings of the International Conference on Spoken Language Processing, pp. 1543-1546, Sydney, Australia, November 1998.
2. J. Hamaker, N. Deshmukh, A. Ganapathiraju, J. Picone, "Resegmentation and Transcription of the SWITCHBOARD Corpus," Speech Transcription Workshop, Linthicum Heights, Maryland, USA, September 1998.
3. R. Sundaram, J. Hamaker, and J. Picone, "TWISTER: The ISIP 2001 Conversational Speech Evaluation System," Proceedings of the Speech Transcription Workshop, Linthicum Heights, Maryland, USA, May 2001.
4. R.K. Moore, "A Comparison of the Data Requirements of Automatic Speech Recognition Systems and Human Listeners," European Conference on Speech Communication and Technology, pp. 2581-2584, Geneva, Switzerland, September 2003.
5. G. Zavaliagkos, T. Colthurst, "Utilizing Untranscribed Training Data to Improve Performance," Proceedings of the DARPA Broadcast News Transcription and Understanding Workshop, Landsdowne, Virginia, February 1998.
6. L. R. Rabiner, B.H. Juang, Fundamentals of Speech Recognition, Prentice Hall, Englewood Cliffs, New Jersey, USA, 1993.
7. R. Sundaram, Effects of Transcription Errors on Supervised Learning in Speech Recognition, MS Thesis, Mississippi State University, May, 2003.