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An overview of voice conversion systems
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 …
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
Deepfakes present an emerging threat in cyberspace. Recent developments in machine
learning make deepfakes highly believable, and very difficult to differentiate between what is …
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
Generative deep learning techniques have invaded the public discourse recently. Despite
the advantages, the applications to disinformation are concerning as the counter-measures …
the advantages, the applications to disinformation are concerning as the counter-measures …
Exemplar-based sparse representation with residual compensation for voice conversion
We propose a nonparametric framework for voice conversion, that is, exemplar-based
sparse representation with residual compensation. In this framework, a spectrogram is …
sparse representation with residual compensation. In this framework, a spectrogram is …
Introduction to voice presentation attack detection and recent advances
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 …
attack detection (PAD) for automatic speaker recognition (ASV). This includes the …
Voice conversion and spoofing attack on speaker verification systems
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 …
speaker. Recently, we have made major progress in speaker verification which leads to …
Voice conversion versus speaker verification: an overview
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 …
based on a speech sample. Recently, a major progress was made in speaker verification …
Exemplar-based voice conversion using non-negative spectrogram deconvolution
In the traditional voice conversion, converted speech is generated using statistical
parametric models (for example Gaussian mixture model) whose parameters are estimated …
parametric models (for example Gaussian mixture model) whose parameters are estimated …
Speaker recognition anti-spoofing
Progress in the development of spoofing countermeasures for automatic speaker
recognition is less advanced than equivalent work related to other biometric modalities. This …
recognition is less advanced than equivalent work related to other biometric modalities. This …
A support vector regression approach to detection in large-MIMO systems
We propose a support vector regression approach for symbol detection in large-MIMO
systems employing spatial multiplexing. We explore the applicability of machine learning …
systems employing spatial multiplexing. We explore the applicability of machine learning …