Preserving privacy in speaker and speech characterisation

A Nautsch, A Jiménez, A Treiber, J Kolberg… - Computer Speech & …, 2019 - Elsevier
Speech recordings are a rich source of personal, sensitive data that can be used to support
a plethora of diverse applications, from health profiling to biometric recognition. It is therefore …

Privacy-preserving speaker verification using garbled GMMs

J Portêlo, B Raj, A Abad… - 2014 22nd European …, 2014 - ieeexplore.ieee.org
In this paper we present a privacy-preserving speaker verification system using a UBM-GMM
technique. Remote speaker verification services rely on the system having access to the …

Privacy-preserving HMM forward computation

JH Ziegeldorf, J Metzke, J Rüth, M Henze… - Proceedings of the …, 2017 - dl.acm.org
In many areas such as bioinformatics, pattern recognition, and signal processing, Hidden
Markov Models (HMMs) have become an indispensable statistical tool. A fundamental …

Speaker recognition in unconstrained environments

A Nautsch - 2019 - tuprints.ulb.tu-darmstadt.de
Speaker recognition is applied in smart home devices, interactive voice response systems,
call centers, online banking and payment solutions as well as in forensic scenarios. This …

SHIELD: A framework for efficient and secure machine learning classification in constrained environments

JH Ziegeldorf, J Metzke, K Wehrle - Proceedings of the 34th Annual …, 2018 - dl.acm.org
Machine learning classification has enabled many innovative services, eg, in medicine,
biometrics, and finance. Current practices of sharing sensitive input data or classification …

[PDF][PDF] Privacy-preserving frameworks for speech mining

JML Portêlo - 2015 - cvis.cs.cmu.edu
As agências de segurança desejam muitas vezes monitorizar conversas telefónicas para
determinar se alguma delas é importante para a segurança nacional, mas isto resulta numa …

[PDF][PDF] Designing digital services with cryptographic guarantees for data security and privacy

JH Ziegeldorf - 2018 - publications.rwth-aachen.de
In the past two decades, tremendously successful digital services have been built that
collect, process, and monetize massive amounts of personal user data, up to the point where …

[PDF][PDF] Privacy-preserving Hidden Markov Models with Garbled Circuits

G Carito - 2015 - academia.edu
Speech recognition technology has been in use for a long time but with the last
advancements of mobile device technology, it is now easier to get access to it. Nowadays …