Voice anonymization should be designed and evaluated per use case; this paper proposes the first taxonomy of use cases plus requirements derived from a literature review and a public user study.
The VoicePrivacy 2020 Challenge Evaluation Plan
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abstract
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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Use Cases for Voice Anonymization
Voice anonymization should be designed and evaluated per use case; this paper proposes the first taxonomy of use cases plus requirements derived from a literature review and a public user study.