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Computer-assisted Speaker Diarization: How to Evaluate Human Corrections

Pierre-Alexandre Broux 1, 2 David Doukhan 1 Simon Petitrenaud 2 Sylvain Meignier 2 Jean Carrive 1 
1 INA - Institut National de l'Audiovisuel
2 LIUM - Laboratoire d'Informatique de l'Université du Mans
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.
Keywords : Speaker diarization annotation Human-Computer Interaction (HCI) evaluation
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https://hal.archives-ouvertes.fr/hal-01987198
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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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