Improvements in Beam Search for 10,000-Word-Continuous Speech Recognition
H. Ney, R. Haeb-Umbach, B.H. Tran, M. Oerder, in: ICASSP, San Francisco, 1992.
Conference Paper
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Author
Ney, Hermann;
Haeb-Umbach, ReinholdLibreCat;
Tran, B. H.;
Oerder, Martin
Abstract
This paper describes the improvements in a time synchronous beam search strategy for a 10000-word continuous speech recognition task. The improvements are based on two measures: a tree-organization of the pronunciation lexicon and a novel look-ahead technique at the phoneme level, both of which interact directly with the detailed search at the state levels of the phoneme models. Experimental tests were performed for four speakers on a 12306-word task. As a result of the above measures, the overall search effort was reduced by a factor of 17 without a loss in recognition accuracy.
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ICASSP, San Francisco
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Cite this
Ney H, Haeb-Umbach R, Tran BH, Oerder M. Improvements in Beam Search for 10,000-Word-Continuous Speech Recognition. In: ICASSP, San Francisco. ; 1992.
Ney, H., Haeb-Umbach, R., Tran, B. H., & Oerder, M. (1992). Improvements in Beam Search for 10,000-Word-Continuous Speech Recognition. In ICASSP, San Francisco.
@inproceedings{Ney_Haeb-Umbach_Tran_Oerder_1992, title={Improvements in Beam Search for 10,000-Word-Continuous Speech Recognition}, booktitle={ICASSP, San Francisco}, author={Ney, Hermann and Haeb-Umbach, Reinhold and Tran, B. H. and Oerder, Martin}, year={1992} }
Ney, Hermann, Reinhold Haeb-Umbach, B. H. Tran, and Martin Oerder. “Improvements in Beam Search for 10,000-Word-Continuous Speech Recognition.” In ICASSP, San Francisco, 1992.
H. Ney, R. Haeb-Umbach, B. H. Tran, and M. Oerder, “Improvements in Beam Search for 10,000-Word-Continuous Speech Recognition,” in ICASSP, San Francisco, 1992.
Ney, Hermann, et al. “Improvements in Beam Search for 10,000-Word-Continuous Speech Recognition.” ICASSP, San Francisco, 1992.
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