Monika Dörfler

University of Vienna — Austria

Computer Science · Physical Sciences

20h-index1.1kcitations68works0.72yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Image and Signal Denoising Methods(47), Mathematical Analysis and Transform Methods(34), Digital Filter Design and Implementation(17), Speech and Audio Processing(15), Music and Audio Processing(12)

Publications68 total

Approximation properties of operator coorbit spaces and sparsity classes
arXiv (Cornell University)·2025Open Access
Approximation of the short-time Fourier transform
2025
Local structure and effective dimensionality of time series data sets
Applied and Computational Harmonic Analysis·2024· 2 citedOpen Access
Time-frequency analysis and coorbit spaces of operators
Journal of Mathematical Analysis and Applications·2023· 7 citedOpen Access
Redistributor: Transforming Empirical Data Distributions
arXiv (Cornell University)·2022· 1 citedOpen Access
Time-Frequency Analysis and Coorbit Spaces of Operators
arXiv (Cornell University)·2022Open Access
Local Structure and effective Dimensionality of Time Series Data Sets
arXiv (Cornell University)·2021Open Access
Signal Analysis Using Born–Jordan-Type Distributions
Applied and numerical harmonic analysis·2021
Generalized Born-Jordan distributions and applications
Advances in Computational Mathematics·2020Open Access
Signal Analysis using Born-Jordan-type Distribution
arXiv (Cornell University)·2019Open Access
Correction to: On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems
Journal of Mathematical Imaging and Vision·2019· 1 citedOpen Access
Learning Complex Basis Functions for Invariant Representations of Audio
Zenodo (CERN European Organization for Nuclear Research)·2019· 3 citedOpen Access
Improving Machine Hearing on Limited Data Sets
2019· 1 citedOpen Access
Gabor Frames and Deep Scattering Networks in Audio Processing
Axioms·2019· 5 citedOpen Access
Learning Complex Basis Functions for Invariant Representations of Audio
arXiv (Cornell University)·2019· 4 citedOpen Access
Machines listening to music: the role of signal representations in learning from music.
arXiv (Cornell University)·2019· 1 citedOpen Access
On orthogonal projections for dimension reduction and applications in variational loss functions for learning problems
arXiv (Cornell University)·2019· 1 citedOpen Access
Hubness as a Case of Technical Algorithmic Bias in Music Recommendation
2018· 6 cited
Basic filters for convolutional neural networks applied to music: Training or design?
Neural Computing and Applications·2018· 24 cited
On the Symplectic Covariance and Interferences of Time-Frequency Distributions
SIAM Journal on Mathematical Analysis·2018· 19 cited
page 1 of 4Next →

Frequent Co-authors

Ewa Matusiak(8), Roswitha Bammer(7), Gino Angelo Velasco(6), Thomas Grill(6), Pavol Harár(6), Nicki Holighaus(5), Péter Balázs(4), Kai Siedenburg(4), Karlheinz Gröchenig(4), Arthur Flexer(4), Anna Breger(4), Florent Jaillet(3), Hans G. Feichtinger(3), Matthieu Kowalski(2), Bruno Torrésani(2), José Luis Romero(2), Gianpaolo Evangelista(2), Franz Luef(2), Eirik Skrettingland(2), Stefan Lattner(2)