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Language Identification: A Tutorial

Language Identification: A Tutorial,10.1109/MCAS.2011.941081,IEEE Circuits and Systems Magazine,Eliathamby Ambikairajah,Haizhou Li,Liang Wang,Bo Yin,V

Language Identification: A Tutorial  
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This tutorial presents an overview of the progression of spoken language identification (LID) systems and current developments. The intro- duction provides a background on automatic language identification systems using syntactic, morpho- logical, and in particular, acoustic, phonetic, phonotactic and prosodic level information. Different front- end features that are used in LID systems are presented. Several normalization and language mod- elling techniques have also been presented. We also discuss differ- ent LID system architectures that embrace a variety of front-ends and back-ends, and configurations such as hierarchical and fusion classifi- ers. Evaluations of the LID system are presented using NIST language recognition evaluation tasks.
Journal: IEEE Circuits and Systems Magazine - IEEE CIRCUITS SYST MAG , vol. 11, no. 2, pp. 82-108, 2011
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