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The great success of Minimum Phone Error (MPE) training criterion in mono-language large vocabulary continuous speech recognition (LVCSR) tasks motivates us to apply it to bilingual LVCSR systems. In this paper, in conjunction with the previous respectable bilingual phoneme inventory construction techniques, we give a comprehensive investigation to the performance of MPE/fMPE on various Mandarin-English...
This paper presents our recent work on the development of a grammar-constrained, Mandarin-English bilingual speech recognition system (MESRS) for real world music retrieval. In order to balance the performance and the complexity of the bilingual SR system, an unified single set of bilingual acoustic models derived by phone clustering is developed. A novel two-pass phone clustering method based on...
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