Evaluating human corrections in a computer-assisted speaker diarization system.

Autor: Broux, Pierre-Alexandre, Petitrenaud, Simon, Meignier, Sylvain, Carrive, Jean, Doukhan, David
Předmět:
Zdroj: Language Resources & Evaluation; Mar2021, Vol. 55 Issue 1, p151-172, 22p
Abstrakt: In this paper, we present a framework to evaluate the human corrections of a speaker diarization system. We propose four elementary actions to correct the diarization ("Create a boundary", "Delete a boundary", "Create a speaker label" and "Change the speaker label") and we propose 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 following campaigns: REPERE, ESTER and ETAPE. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index