Computer-assisted Speaker Diarization: How to Evaluate Human Corrections

Pierre-Alexandre Broux; David Doukhan; Simon Petitrenaud; Sylvain Meignier; Jean Carrive

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 : evaluation Human-Computer Interaction (HCI) annotation Speaker diarization

Document type :

Conference papers

Domain :

Computer Science [cs] / Signal and Image Processing

Computer Science [cs] / Artificial Intelligence [cs.AI]

Computer Science [cs] / Human-Computer Interaction [cs.HC]

Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-01987198
Contributor : Pierre-Alexandre Broux <>
Submitted on : Sunday, January 20, 2019 - 10:10:22 PM
Last modification on : Tuesday, February 12, 2019 - 1:10:55 AM

Computer-assisted Speaker Diar...

Files produced by the author(s)

Computer-assisted Speaker Diarization: How to Evaluate Human Corrections

File

Identifiers

Collections

Citation

Export

Metrics

19

11

Contact

Computer-assisted Speaker Diarization: How to Evaluate Human Corrections

File

Identifiers

Collections

Citation

Export

Share

Metrics

19

11

Contact