Monika Dörfler

According to our database, Monika Dörfler authored at least 32 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Redistributor: Transforming Empirical Data Distributions.

Pavol Harár, Dennis Elbrächter, Monika Dörfler, Kory D. Johnson

CoRR, 2022

2021

Local Structure and effective Dimensionality of Time Series Data Sets.

Monika Dörfler, Franz Luef, Eirik Skrettingland

CoRR, 2021

2020

Basic filters for convolutional neural networks applied to music: Training or design?

Monika Dörfler, Thomas Grill, Roswitha Bammer, Arthur Flexer

Neural Comput. Appl., 2020

Correction to: On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems.

Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler

J. Math. Imaging Vis., 2020

On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems.

Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler

J. Math. Imaging Vis., 2020

Generalized Born-Jordan distributions and applications.

Elena Cordero, Maurice A. de Gosson, Monika Dörfler, Fabio Nicola

Adv. Comput. Math., 2020

2019

Machines listening to music: the role of signal representations in learning from music.

Roswitha Bammer, Anna Breger, Monika Dörfler, Pavol Harár, Zdenek Smékal

CoRR, 2019

On orthogonal projections for dimension reduction and applications in variational loss functions for learning problems.

Anna Breger, José Ignacio Orlando, Pavol Harár, Monika Dörfler, Sophie Klimscha, Christoph Grechenig, Bianca S. Gerendas, Ursula Schmidt-Erfurth, Martin Ehler

CoRR, 2019

Gabor Frames and Deep Scattering Networks in Audio Processing.

Roswitha Bammer, Monika Dörfler, Pavol Harár

Axioms, 2019

Learning Complex Basis Functions for Invariant Representations of Audio.

Stefan Lattner, Monika Dörfler, Andreas Arzt

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Improving Machine Hearing on Limited Data Sets.

Pavol Harár, Roswitha Bammer, Anna Breger, Monika Dörfler, Zdenek Smékal

Proceedings of the 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2019

2018

On the Symplectic Covariance and Interferences of Time-Frequency Distributions.

Elena Cordero, Maurice A. de Gosson, Monika Dörfler, Fabio Nicola

SIAM J. Math. Anal., 2018

Hubness as a Case of Technical Algorithmic Bias in Music Recommendation.

Arthur Flexer, Monika Dörfler, Jan Schlüter, Thomas Grill

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

A Phase Vocoder Based on Nonstationary Gabor Frames.

Emil Solsbæk Ottosen, Monika Dörfler

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Basic Filters for Convolutional Neural Networks: Training or Design?

Monika Dörfler, Thomas Grill, Roswitha Bammer, Arthur Flexer

CoRR, 2017

Gabor frames and deep scattering networks in audio processing.

Roswitha Bammer, Monika Dörfler

CoRR, 2017

2015

Nonstationary Gabor frames - approximately dual frames and reconstruction errors.

Monika Dörfler, Ewa Matusiak

Adv. Comput. Math., 2015

2014

Nonstationary Gabor frames - Existence and construction.

Monika Dörfler, Ewa Matusiak

Int. J. Wavelets Multiresolution Inf. Process., 2014

A Matlab Toolbox for Efficient Perfect Reconstruction Time-Frequency Transforms with Log-Frequency Resolution.

Christian Schörkhuber, Anssi Klapuri, Nicki Holighaus, Monika Dörfler

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Audio declipping with social sparsity.

Kai Siedenburg, Matthieu Kowalski, Monika Dörfler

Proceedings of the IEEE International Conference on Acoustics, 2014

Adaptive Gabor frames by projection onto time-frequency subspaces.

Monika Dörfler, Gino Angelo M. Velasco

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Social Sparsity! Neighborhood Systems Enrich Structured Shrinkage Operators.

Matthieu Kowalski, Kai Siedenburg, Monika Dörfler

IEEE Trans. Signal Process., 2013

A Framework for Invertible, Real-Time Constant-Q Transforms.

Nicki Holighaus, Monika Dörfler, Gino Angelo M. Velasco, Thomas Grill

IEEE Trans. Speech Audio Process., 2013

Adapted and Adaptive Linear Time-Frequency Representations: A Synthesis Point of View.

Péter Balázs, Monika Dörfler, Matthieu Kowalski, Bruno Torrésani

IEEE Signal Process. Mag., 2013

Sparse Gabor Multiplier Estimation for Identification of Sound Objects in Texture Sound.

Monika Dörfler, Ewa Matusiak

Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013

2012

Allocating, Detecting and Mining Sound Structures: An Overview of Technical Tools.

Monika Dörfler

Proceedings of the Artificial Intelligence Applications and Innovations, 2012

2011

Theory, implementation and applications of nonstationary Gabor frames.

Péter Balázs, Monika Dörfler, Florent Jaillet, Nicki Holighaus, Gino Angelo M. Velasco

J. Comput. Appl. Math., 2011

Quilted Gabor frames - A new concept for adaptive time-frequency representation.

Monika Dörfler

Adv. Appl. Math., 2011

Advantages of nonstationary gabor transforms in beat tacking.

Andre Holzapfel, Gino Angelo M. Velasco, Nicki Holighaus, Monika Dörfler, Arthur Flexer

Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28, 2011

A time-frequency method for increasing the signal-to-noise ratio in system identification with exponential sweeps.

Piotr Majdak, Péter Balázs, Wolfgang Kreuzer, Monika Dörfler

Proceedings of the IEEE International Conference on Acoustics, 2011

2008

Representation of Operators in the Time-Frequency Domain and Generalzed Gabor Multipliers.

Monika Dörfler, Bruno Torrésani

Proceedings of the Structured Decompositions and Efficient Algorithms, 30.11. - 05.12.2008, 2008

2004

Orthogonal projections derived from localization operators.

Monika Dörfler, Hans G. Feichtinger

Proceedings of the 2004 12th European Signal Processing Conference, 2004