Yannis Pantazis

Orcid: 0000-0002-2009-7562

According to our database1, Yannis Pantazis authored at least 47 papers between 2004 and 2024.

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Bibliography

2024
Cauchy robust principal component analysis with applications to high-dimensional data sets.
Stat. Comput., February, 2024

Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Cumulant GAN.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Learning biologically-interpretable latent representations for gene expression data.
Mach. Learn., November, 2023

The effect of masking noise on listeners' spectral tilt preferences.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Inferring the Parameters of Ultrafast Lasers from Images with Surface Patterns.
Proceedings of the International Symposium on Image and Signal Processing and Analysis, 2023

Function-space regularized Rényi divergences.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation.
IEEE Trans. Inf. Theory, 2022

(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.
J. Mach. Learn. Res., 2022

Lipschitz regularized gradient flows and latent generative particles.
CoRR, 2022

Forward Looking Best-Response Multiplicative Weights Update Methods for Bilinear Zero-sum Games.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Forward Looking Best-Response Multiplicative Weights Update Methods.
CoRR, 2021

A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020
Inference of Stochastic Dynamical Systems from Cross-Sectional Population Data.
CoRR, 2020

(f, Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.
CoRR, 2020

Predictive modeling approaches in laser-based material processing.
CoRR, 2020

Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Effects of Spectral Tilt on Listeners' Preferences And Intelligibility.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Pathway Activity Score Learning for Dimensionality Reduction of Gene Expression Data.
Proceedings of the Discovery Science - 23rd International Conference, 2020

Latent Feature Representations for Human Gene Expression Data Improve Phenotypic Predictions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
A unified approach for sparse dynamical system inference from temporal measurements.
Bioinform., 2019

Non-Parallel Voice Conversion Using Weighted Generative Adversarial Networks.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Speech Enhancement for Noise-Robust Speech Synthesis Using Wasserstein GAN.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Connections between Reassigned Spectrum and Least Squares Estimation for Sinusoidal Models.
Proceedings of the 27th European Signal Processing Conference, 2019

Training Generative Adversarial Networks With Weights.
Proceedings of the 27th European Signal Processing Conference, 2019

Towards a Robust and Accurate Screening Tool for Dyslexia with Data Augmentation using GANs.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2016
Path-Space Information Bounds for Uncertainty Quantification and Sensitivity Analysis of Stochastic Dynamics.
SIAM/ASA J. Uncertain. Quantification, 2016

2014
Parametric Sensitivity Analysis for Stochastic Molecular Systems using Information Theoretic Metrics.
CoRR, 2014

2013
Parametric sensitivity analysis for biochemical reaction networks based on pathwise information theory.
BMC Bioinform., 2013

2012
An extension of the adaptive Quasi-Harmonic Model.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Adaptive AM-FM Signal Decomposition With Application to Speech Analysis.
IEEE Trans. Speech Audio Process., 2011

Tremor in speakers with spasmodic dysphonia.
Proceedings of the 7th International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2011

2010
Decomposition of AM-FM signals with applications in speech processing
PhD thesis, 2010

Reply to "Comments on 'Iterative Estimation of Sinusoidal Signal Parameters'".
IEEE Signal Process. Lett., 2010

Iterative Estimation of Sinusoidal Signal Parameters.
IEEE Signal Process. Lett., 2010

Fast least-squares solution for sinusoidal, harmonic and quasi-harmonic models.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Analysis/synthesis of speech based on an adaptive quasi-harmonic plus noise model.
Proceedings of the IEEE International Conference on Acoustics, 2010

On the robustness of the Quasi-Harmonic model of speech.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
A novel method for the extraction of vocal tremor.
Proceedings of the Sixth International Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, 2009

AM-FM estimation for speech based on a time-varying sinusoidal model.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Chirp rate estimation of speech based on a time-varying quasi-harmonic model.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
On the properties of a time-varying quasi-harmonic model of speech.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Improving the modeling of the noise part in the harmonic plus noise model of speech.
Proceedings of the IEEE International Conference on Acoustics, 2008

2005
On the Detection of Discontinuities in Concatenative Speech Synthesis.
Proceedings of the Progress in Nonlinear Speech Processing, 2005

Discontinuity detection in concatenated speech synthesis based on nonlinear speech analysis.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2004
Nonlinear Speech Features for the Objective Detection of Discontinuities in Concatenative Speech Synthesis.
Proceedings of the Nonlinear Speech Modeling and Applications, 2004


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