Introducing the VoicePrivacy initiative

Tomashenko, Natalia; Lal Srivastava, Brij Mohan; Wang, Xin; Vincent, Emmanuel; Nautsch, Andreas; Yamagishi, Junichi; Evans, Nicholas; Patino, Jose; Bonastre, J.-F; Noé, Paul-Gauthier; Todisco, Massimiliano
INTERSPEECH 2020, 21st Annual Conference of the International Speech Communication Association, 25-29 October 2020, Shanghai, China (Virtual Conference)

The VoicePrivacy initiative aims to promote the development of privacy preservation tools for speech technology by gathering a new community to define the tasks of interest and the evaluation methodology, and benchmarking solutions through a series of challenges. In this paper, we formulate the voice anonymization task selected for the VoicePrivacy 2020 Challenge and describe the datasets used for system development and evaluation. We also present the attack models and the associated objective and subjective evaluation metrics. We introduce two anonymization baselines and report objective evaluation results.
 
 

HAL
Type:
Conference
City:
Shanghai
Date:
2020-10-24
Department:
Digital Security
Eurecom Ref:
6252
Copyright:
© ISCA. Personal use of this material is permitted. The definitive version of this paper was published in INTERSPEECH 2020, 21st Annual Conference of the International Speech Communication Association, 25-29 October 2020, Shanghai, China (Virtual Conference) and is available at :

PERMALINK : https://www.eurecom.fr/publication/6252