Generating training data for medical dictations

2nd Meeting of the North American Chapter of the Association for Computational Linguistics, NAACL 2001

Volumn , Issue , 2001, Pages

  Pakhomov, Sergey ^a   Schonwetter, Michael ^b   Bachenko, Joan ^b  

^a UNIVERSITY OF MINNESOTA   (United States)

^b Linguistech Consortium   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

SPEECH RECOGNITION;

ACOUSTIC AND LANGUAGE MODELS; ACOUSTICS MODEL; AUTOMATIC SPEECH RECOGNITION; AUTOMATIC TRANSCRIPTION; LANGUAGE MODEL; LITERALS; MEDICAL TRANSCRIPTION; NON-LITERAL; SPEAKER INDEPENDENTS; TRAINING DATA;

COMPUTATIONAL LINGUISTICS;

EID: 34547518701     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. Digalakis, V and Neumyer, L. (1996). Speaker Adaptation Using Combined Transformation and Baysean Mehtods. IEEE Trans. Speech and Audio Processing.
2. Hazen, T and Glass, J (1997). A Comparison of Novel Techniques for Instantaneous Speaker Adaptation. In Proc. Eurospeech '97.
3. Heeman, P., Loken-Kim, K and Allen J. (1996). Combining the Detection and Correction of Speech Repairs. In Proc. ICSLP '96.
4. Huang, X. and Lee, K (1993). On Speaker - Independent, Speaker-Dependent, and Speaker-Adaptive Speech Recognition. In IEEE Transactions on Speech and Audio processing, Vol. 1, No. 2, pp. 150-157.
5. Legetter, C. and Woodland, P. (1996). Maximum Likelihood Linear Regression for Speaker Adaptation of Continuous Density HMM's. In Computer Speech and Language, 9, (171-186).
6. Pakhomov, S. (1999). Modeling Filled Pauses in Medical Transcriptions. In Student Section of Proc. ACL'99.
7. Pakhomov, S and Savova, G. (1999). Filled Pause Modeling in Quasi-Spontaneous Speech. In Proc. Disfluency in Spontaneous Speech Workshop at ICPHIS '99.
8. Savova, G, Schonwetter, M. and Pakhomov, S. (2000). Improving language model perplexity and recognition accuracy for medical dictations via within-domaininterpolation with literal and semi-literal corpora" In Proc. ICSLP '00.
9. Shriberg, E. 1994 Preliminaries to a Theory of Speech Disfluencies. Ph. D. thesis, University of California at Berkely.
10. Shriberg, E. and Stolcke, A. (1996). Word Predictability after Hesitations: A Corpus-based Study. In Proc. ICSLP '96.
11. Siu, M and Ostendorf, M. (1996). Modeling Disfluencies in Conversational Speech. In Proc. ICSLP '96.
12. Stolcke, A. and Shriberg, E. (1996). Statistical Language Modeling for Speech Disfluencies. In proc. ICASSP '96.
13. Stolcke A., Shriberg E., Bates R., Ostendorf M., Hakkani D., Plauche M., Tur G., and Lu Y. (1998). Automatic Detection of Sentence Boundaries and Disfluencies based on Recognized Words. Proc. Intl. Conf. on Spoken Language Processing.
14. Ström, N (1996): "Speaker Adaptation by Modeling the Speaker Variation in a Continuous Speech Recognition System," In Proc. ICSLP '96, Philadelphia, pp. 989-992.
15. Valtchev, V. Kershaw, D. and Odell, J. (1998). The Truetalk Transcriber Book Entropic Cambridge Research Laboratory, Cambridge, England.
16. Wightman, C. W. and Harder T. A. (1999). Semi-Supervised Adaptation of Acoustic Models for Large-Volume Dictation" In Proc. Eurospeech '98. pp 1371-1374.
17. Weng, F., Stolcke, A., Sankar, A. (1997). Hub4 Language Modeling Using Domain Interpolation and Data Clustering. Proc. DARPA Speech Recognition Workshop, pp. 147-151, Chantilly, VA.