In this paper we present a method for combining multiple di- arization systems into one single system by applying a majority voting scheme. The voting scheme selects the best segmen- tation purely on basis of the output of each system. On our development set of NIST Rich Transcription evaluation meet- ings the voting method improves our system on all evaluation conditions. For the single distant microphone condition, DER performance improved by 7.8% (relative) compared to the best input system. For the multiple distant microphone condition the
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