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In the paper we describe a complex system we developed for automatic acquisition of a large corpus of spoken Czech. The system is capable of continuous monitoring of a selected Czech TV station and providing automatic transcription of its audio track. The transcription is performed by our own speech recognition engine that employs a vocabulary with 350 thousand most frequent Czech words (and word-forms)...
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