EAN: 9783319171623

SPRINGERBRIEFS IN ELECTRICAL AND COMPUTER ENGIN...

This book discusses the impact of spectral features extracted from frame level  glottal closure
regions  and pitch-synchronous analysis on the performance of language identification systems.
In addition to spectral features  the authors explore prosodic features such as intonation 
rhythm  and stress features for discriminating the languages. They present how the proposed
spectral and prosodic features capture the language specific information from two complementary
aspects  showing how the development of language identification (LID) system using the
combination of spectral and prosodic features will enhance the accuracy of identification as
well as improve the robustness of the system. This book provides the methods to extract the
spectral and prosodic features at various levels  and also suggests the appropriate models for
developing robust LID systems according to specific spectral and prosodic features. Finally 
the book discuss about various combinations of spectral and prosodic features  and the desired
models to enhance the performance of LID systems.

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