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We have designed a Turkish dictation system for newspaper content transcription application. Turkish is an agglutinative language with free word order. These characteristics of the language result in vocabulary explosion, large number of out-of-vocabulary (OOV) words and an increased complexity of n-gram language models in speech recognition when words are used as recognition units. In this paper,...
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