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Introducing the VoicePrivacy initiative

Abstract : 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.
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https://hal.inria.fr/hal-02562199
Contributor : Natalia Tomashenko <>
Submitted on : Saturday, July 25, 2020 - 9:46:22 PM
Last modification on : Wednesday, December 2, 2020 - 5:33:03 PM

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  • HAL Id : hal-02562199, version 3

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Natalia Tomashenko, Brij Mohan Lal Srivastava, Xin Wang, Emmanuel Vincent, Andreas Nautsch, et al.. Introducing the VoicePrivacy initiative. INTERSPEECH 2020, Oct 2020, Shanghai, China. ⟨hal-02562199v3⟩

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