An overview of voice conversion systems

SH Mohammadi, A Kain - Speech Communication, 2017 - Elsevier
Voice transformation (VT) aims to change one or more aspects of a speech signal while
preserving linguistic information. A subset of VT, Voice conversion (VC) specifically aims to …

Deepfakes as a threat to a speaker and facial recognition: An overview of tools and attack vectors

A Firc, K Malinka, P Hanáček - Heliyon, 2023 - cell.com
Deepfakes present an emerging threat in cyberspace. Recent developments in machine
learning make deepfakes highly believable, and very difficult to differentiate between what is …

Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges

H Liz-Lopez, M Keita, A Taleb-Ahmed, A Hadid… - Information …, 2024 - Elsevier
Generative deep learning techniques have invaded the public discourse recently. Despite
the advantages, the applications to disinformation are concerning as the counter-measures …

Exemplar-based sparse representation with residual compensation for voice conversion

Z Wu, T Virtanen, ES Chng, H Li - IEEE/ACM Transactions on …, 2014 - ieeexplore.ieee.org
We propose a nonparametric framework for voice conversion, that is, exemplar-based
sparse representation with residual compensation. In this framework, a spectrogram is …

Introduction to voice presentation attack detection and recent advances

M Sahidullah, H Delgado, M Todisco, A Nautsch… - Handbook of Biometric …, 2023 - Springer
Over the past few years, significant progress has been made in the field of presentation
attack detection (PAD) for automatic speaker recognition (ASV). This includes the …

Voice conversion and spoofing attack on speaker verification systems

Z Wu, H Li - 2013 Asia-Pacific Signal and Information …, 2013 - ieeexplore.ieee.org
Speaker verification system automatically accepts or rejects the claimed identity of a
speaker. Recently, we have made major progress in speaker verification which leads to …

Voice conversion versus speaker verification: an overview

Z Wu, H Li - APSIPA Transactions on Signal and Information …, 2014 - cambridge.org
A speaker verification system automatically accepts or rejects a claimed identity of a speaker
based on a speech sample. Recently, a major progress was made in speaker verification …

Exemplar-based voice conversion using non-negative spectrogram deconvolution

Z Wu, T Virtanen, T Kinnunen… - 8th ISCA speech synthesis …, 2013 - research.ed.ac.uk
In the traditional voice conversion, converted speech is generated using statistical
parametric models (for example Gaussian mixture model) whose parameters are estimated …

Speaker recognition anti-spoofing

N Evans, T Kinnunen, J Yamagishi, Z Wu… - Handbook of biometric …, 2014 - Springer
Progress in the development of spoofing countermeasures for automatic speaker
recognition is less advanced than equivalent work related to other biometric modalities. This …

A support vector regression approach to detection in large-MIMO systems

R Ramanathan, M Jayakumar - Telecommunication Systems, 2017 - Springer
We propose a support vector regression approach for symbol detection in large-MIMO
systems employing spatial multiplexing. We explore the applicability of machine learning …