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Differentially private speaker anonymization
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In: https://hal.inria.fr/hal-03588932 ; 2022 (2022)
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Privacy and utility of x-vector based speaker anonymization
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In: https://hal.inria.fr/hal-03197376 ; 2021 (2021)
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Enhancing Speech Privacy with Slicing
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In: https://hal.inria.fr/hal-03369137 ; 2021 (2021)
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D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
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In: https://hal.inria.fr/hal-03498160 ; 2021 (2021)
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Privacy and utility of x-vector based speaker anonymization
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In: https://hal.inria.fr/hal-03197376 ; 2021 (2021)
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Privacy Amplification by Decentralization
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In: https://hal.inria.fr/hal-03100005 ; 2020 (2020)
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Distributed Differentially Private Averaging with Improved Utility and Robustness to Malicious Parties
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In: NeurIPS 2020 workshop on Privacy Preserving Machine Learning - PriML and PPML Joint Edition ; https://hal.archives-ouvertes.fr/hal-03117816 ; NeurIPS 2020 workshop on Privacy Preserving Machine Learning - PriML and PPML Joint Edition, Dec 2020, Vancouver (Virtual Workshop), Canada ; https://ppml-workshop.github.io/ (2020)
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Privacy Amplification by Decentralization
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In: https://hal.inria.fr/hal-03100005 ; 2020 (2020)
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Evaluating Voice Conversion-based Privacy Protection against Informed Attackers
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In: ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing ; https://hal.inria.fr/hal-02355115 ; ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, IEEE Signal Processing Society, May 2020, Barcelona, Spain. pp.2802-2806 (2020)
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Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs
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In: AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics ; https://hal.inria.fr/hal-03100057 ; AISTATS 2020 - The 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palerme / Virtual, Italy ; https://aistats.org/aistats2020/ (2020)
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Échange de bruit corrélé pour le calcul distribué de moyenne avec garanties de confidentialité différentielle
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In: Conférence sur l'Apprentissage Automatique 2020 ; https://hal.archives-ouvertes.fr/hal-03117907 ; Conférence sur l'Apprentissage Automatique 2020, Jun 2020, Vannes (Virtual), France ; https://cap-rfiap2020.sciencesconf.org/ (2020)
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Distributed Differentially Private Averaging with Improved Utility and Robustness to Malicious Parties
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In: https://hal.inria.fr/hal-03100019 ; 2020 (2020)
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Who started this rumor? Quantifying the natural differential privacy guarantees of gossip protocols
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In: DISC 2020 - 34th International Symposium on Distributed Computing ; https://hal.inria.fr/hal-02166432 ; DISC 2020 - 34th International Symposium on Distributed Computing, Oct 2020, Freiburg / Virtual, Germany (2020)
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Private Protocols for U-Statistics in the Local Model and Beyond
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In: AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics ; https://hal.inria.fr/hal-02310236 ; AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palermo, Italy (2020)
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Design Choices for X-vector Based Speaker Anonymization
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In: INTERSPEECH 2020 ; https://hal.archives-ouvertes.fr/hal-02610447 ; INTERSPEECH 2020, International Speech Communication Association (ISCA), Oct 2020, Shanghai, China (2020)
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A comparative study of speech anonymization metrics
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In: INTERSPEECH 2020 ; https://hal.inria.fr/hal-02907918 ; INTERSPEECH 2020, Oct 2020, Shanghai, China (2020)
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Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning ...
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Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?
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In: INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association ; https://hal.inria.fr/hal-02166434 ; INTERSPEECH 2019 - 20th Annual Conference of the International Speech Communication Association, Sep 2019, Graz, Austria (2019)
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A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
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In: Conference on Empirical Methods in Natural Language Processing (EMNLP 2018) ; https://hal.inria.fr/hal-01922985 ; Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), 2018, Brussels, Belgium (2018)
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