Preserving privacy in speaker and speech characterisation
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 …
a plethora of diverse applications, from health profiling to biometric recognition. It is therefore …
Privacy-preserving speaker verification using garbled GMMs
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 …
technique. Remote speaker verification services rely on the system having access to the …
Privacy-preserving HMM forward computation
In many areas such as bioinformatics, pattern recognition, and signal processing, Hidden
Markov Models (HMMs) have become an indispensable statistical tool. A fundamental …
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 …
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
Machine learning classification has enabled many innovative services, eg, in medicine,
biometrics, and finance. Current practices of sharing sensitive input data or classification …
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 …
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 …
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 …
advancements of mobile device technology, it is now easier to get access to it. Nowadays …