Language adaptive LVCSR through Polyphone Decision Tree Specialization
作者： Alex Waibel , Tanja Schultz
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摘要: Abstract : With the distribution of speech technology products all over world, fast and efficient portability to new target languages be comes a practical concern. In this paper we explore relative effectiveness porting multilingual recognition systems with very limited adaptation data. For purpose introduce polyphone decision tree specialization method. Several results are presented based on mono- recognizers developed in framework project GlobalPhone which investigates LVCSR 15 languages.
参考文章(14)
Alex Waibel, Tanja Schultz, Adaptation of Pronunciation Dictionaries for Recognition of Unseen Languages Workshop on Speech and Communication. pp. 207- 210 ,(1998)
Alex Waibel, Tanja Schultz, Multilingual and Crosslingual Speech Recognition Proceedings of the DARPA Broadcast News Transcription and Understanding. pp. 259- 262 ,(1998) , 10.5445/IR/44598
Alex Waibel, Tanja Schultz, Fast Bootstrapping of LVCSR Systems with Multilingual Phoneme Sets conference of the international speech communication association. pp. 371- 373 ,(1997)
I. Rogina, M. Finke, Wide context acoustic modeling in read vs. spontaneous speech international conference on acoustics, speech, and signal processing. ,vol. 3, pp. 1743- 1746 ,(1997) , 10.1109/ICASSP.1997.598861
J. Barnett, A. Corrada, G. Gao, L. Gillick, Y. Ito, S. Lowe, L. Manganaro, B. Peskin, Multilingual speech recognition at Dragon Systems international conference on spoken language processing. ,vol. 4, pp. 2191- 2194 ,(1996) , 10.1109/ICSLP.1996.607239
U. Bub, J. Kohler, B. Imperl, In-service adaptation of multilingual hidden-Markov-models international conference on acoustics, speech, and signal processing. ,vol. 2, pp. 1451- 1454 ,(1997) , 10.1109/ICASSP.1997.596222
James Glass, Giovanni Flammia, David Goodine, Michael Phillips, Joseph Polifroni, Shinsuke Sakai, Stephanie Seneff, Victor Zue, Multilingual spoken-language understanding in the MIT Voyager system Speech Communication. ,vol. 17, pp. 1- 18 ,(1995) , 10.1016/0167-6393(95)00008-C
B. Wheatley, K. Kondo, W. Anderson, Y. Muthusamy, An evaluation of cross-language adaptation for rapid HMM development in a new language international conference on acoustics, speech, and signal processing. pp. 237- 240 ,(1994) , 10.1109/ICASSP.1994.389311
A. Constantinescu, G. Chollet, On cross-language experiments and data-driven units for ALISP (Automatic Language Independent Speech Processing) ieee automatic speech recognition and understanding workshop. pp. 606- 613 ,(1997) , 10.1109/ASRU.1997.659142
J. Kohler, Language adaptation of multilingual phone models for vocabulary independent speech recognition tasks international conference on acoustics speech and signal processing. ,vol. 1, pp. 417- 420 ,(1998) , 10.1109/ICASSP.1998.674456