Introducing the VoicePrivacy initiative - Archive ouverte HAL
Communication Dans Un Congrès Année : 2020

Introducing the VoicePrivacy initiative

Résumé

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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Dates et versions

hal-02562199 , version 1 (04-05-2020)
hal-02562199 , version 2 (13-05-2020)
hal-02562199 , version 3 (25-07-2020)

Identifiants

  • HAL Id : hal-02562199 , version 3

Citer

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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