Meta-data conditional language modeling

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

Volumn 1, Issue , 2004, Pages

  Bacchiani, Michiel ^a   Roark, Brian ^a  

^a AT AND T LABS RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; DATA REDUCTION; KNOWLEDGE ENGINEERING; METADATA; PROBABILITY DISTRIBUTIONS; ROBUSTNESS (CONTROL SYSTEMS); TREES (MATHEMATICS);

AUTOMATIC SPEECH RECOGNITION (ASR); ESTIMATION ALGORITHM; LANGUAGE MODEL; SPEECH SIGNAL;

SPEECH RECOGNITION;

EID: 4544260319     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. Proceedings of the Speech Transcription Workshop, 2000.
2. M. Bacchiani, "Automatic transcription of voicemail at AT&T," in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2001.
3. R. Rosenfeld, "A maximum entropy approach to adaptive statistical language modeling," Computer Speech and Language, vol. 10, pp. 187-228, 1996.
4. K. Seymore and R. Rosenfeld, "Using story topics for language model adaptation," in Proceedings of Eurospeech, 1997.
5. S. Chen, K. Seymore, and R. Rosenfeld, "Topic adaptation for language modeling using unnormalized exponential models," in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 1998.
6. R. Rosenfeld, S. F. Chen, and X. Zhu, "Whole-sentence exponential language models: a vehicle for linguistic-statistical integration," Computer Speech and Language, vol. 15, no. 1, 2001.
7. J. Wu and S. Khudanpur, "Building a topic-dependent maximum entropy language model for very large corpora," in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2002, pp. 777-780.
8. M. Bacchiani and B. Roark, "Unsupervised language model adaptation," in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2003, pp. 224-227.
9. I. Good, "The population frequencies of species and the estimation of population parameters," Biometrica V, vol. 40, no. 3,4, pp. 237-264, 1953.
10. S. Katz, "Estimation of probabilities from sparse data for the language model component of a speech recogniser," IEEE Transactions on Acoustic, Speech, and Signal Processing, vol. 35, no. 3, pp. 400-401, 1987.
11. P. Chou, "Optimal partitioning for classification and regression trees," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 13, no. 4, pp. 340-354, 1991.