论文标题

语音私人2020挑战评估计划

The VoicePrivacy 2020 Challenge Evaluation Plan

论文作者

Tomashenko, Natalia, Srivastava, Brij Mohan Lal, Wang, Xin, Vincent, Emmanuel, Nautsch, Andreas, Yamagishi, Junichi, Evans, Nicholas, Patino, Jose, Bonastre, Jean-François, Noé, Paul-Gauthier, Todisco, Massimiliano

论文摘要

语音挑战挑战旨在通过收集一个新的社区来定义感兴趣的任务和评估方法,并通过一系列挑战来确定解决方案,从而促进语音技术的隐私保护工具的开发。在本文档中,我们制定了为Voice Privacy 2020挑战选择的语音匿名任务,并描述用于系统开发和评估的数据集。我们还介绍了攻击模型以及相关的客观和主观评估指标。我们介绍了两个匿名基线并报告客观评估结果。

The VoicePrivacy Challenge 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 document, 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.

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