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Książka Robust Adaptation to Non-Native Accents in Automatic Speech Recognition S. Goronzy

Robust Adaptation to Non-Native Accents in Automatic Speech Recognition

Autor: S. Goronzy
Język: Angielski
Oprawa: Miękka
Wydawca: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
216.67 zł
Speech recognition technology is being increasingly employed in human-machine interfaces. A remainin...

Informacje o książce

Autor
S. Goronzy
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2002
strony
146
EAN
9783540003250
ISBN
3540003258
Enbook ID
01556073
Wydawca
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Waga
530
Wymiary
155 x 235 x 10

Pełny opis

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 developed and combined with confidence measures that focus on phone durations as well as on acoustic features. Furthermore, a specific pronunciation modelling technique that allows the automatic derivation of non-native pronunciations without using non-native data is described and combined with the previous techniques to produce a robust adaptation to non-native accents in an automatic speech recognition system.

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