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Robust Adaptation to Non-Native Accents in Automatic Speech Recognition (Lecture Notes in Computer Science)

Silke Goronzy




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 | #9736341 in Books |  2009-02-22 | Original language:English | PDF # 1 |  9.25 x.35 x6.10l,.56 | File type: PDF | 156 pages

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Speech recognition technology is being increasingly employed in human-machine interfaces. A remaining problem however is the robustness of this technology to non-native accents, which still cause considerable difficulties for current systems.
In this book, methods to overcome this problem are described. A speaker adaptation algorithm that is capable of adapting to the current speaker with just a few words of speaker-specific data based on the MLLR principle is deve...

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