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Computer-assisted Speaker Diarization: How to Evaluate Human Corrections

Abstract : In this paper, we present a framework to evaluate the human corrections of a speaker diarization. We propose four elementary actions to correct the diarization and an automaton to simulate the correction sequence. A metric is described to evaluate the correction cost. The framework is evaluated using French broadcast news drawn from the REPERE corpus.
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Computer-assisted Speaker Diar...
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  • HAL Id : hal-01987198, version 1



Pierre-Alexandre Broux, David Doukhan, Simon Petitrenaud, Sylvain Meignier, Jean Carrive. Computer-assisted Speaker Diarization: How to Evaluate Human Corrections. LREC 2018, Eleventh International Conference on Language Resources and Evaluation, May 2018, Miyazaki, Japan. ⟨hal-01987198⟩



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