Privacy and Utility of X-Vector Based Speaker Anonymization.
Brij Mohan Lal SrivastavaMohamed MaoucheMd. SahidullahEmmanuel VincentAurélien BelletMarc TommasiNatalia A. TomashenkoXin WangJunichi YamagishiPublished in: IEEE ACM Trans. Audio Speech Lang. Process. (2022)
Keyphrases
- differential privacy
- data anonymization
- privacy preserving
- anonymized data
- privacy requirements
- privacy preservation
- privacy guarantees
- data publishing
- sensitive attributes
- privacy protection
- private data
- data privacy
- information loss
- preserving privacy
- privacy preserving data publishing
- privacy preserving data mining
- tabular data
- personal information
- private information
- data sharing
- social network data
- individual privacy
- privacy concerns
- sensitive information
- speech recognition
- utility function
- record linkage
- speaker verification
- vector space
- audio visual
- privacy issues
- social networks
- disclosure control
- personal data
- disclosure risk
- speaker recognition
- cloud computing
- feature vectors
- feature extraction