output
20052026
most citedImaging With Nature: Compressive Imaging Using a Multiply Scattering Medium

246 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing cs.SDShow all

8 papers · 1 filter

cs.SD2026

Training Set Synthesis for Bioacoustic Denoising: A Case Study With Mice

Reyhaneh Abbasi, Peter Balazs, Vincent Lostanlen +4

Bioacoustic recordings are often degraded by ambient noise, which complicates the analysis of weak or noise-overlapped vocalizations. Convolutional neural networks, particularly U-…

cs.SD2023★ 6 cited

Fitting Auditory Filterbanks with Multiresolution Neural Networks

Vincent Lostanlen, Daniel Haider, Han Han +3

Waveform-based deep learning faces a dilemma between nonparametric and parametric approaches. On one hand, convolutional neural networks (convnets) may approximate any linear time-…

cs.SD2022★ 3 cited

Non-iterative Filter Bank Phase (Re)Construction

Zdeněk Průša, Nicki Holighaus

Signal reconstruction from magnitude-only measurements presents a long-standing problem in signal processing. In this contribution, we propose a phase (re)construction method for f…

cs.SD2022★ 1 cited

Phase-Based Signal Representations for Scattering

Daniel Haider, Peter Balazs, Nicki Holighaus

The scattering transform is a non-linear signal representation method based on cascaded wavelet transform magnitudes. In this paper we introduce phase scattering, a novel approach…

cs.SD2020★ 55 cited

GACELA -- A generative adversarial context encoder for long audio inpainting

Andres Marafioti, Piotr Majdak, Nicki Holighaus +1

We introduce GACELA, a generative adversarial network (GAN) designed to restore missing musical audio data with a duration ranging between hundreds of milliseconds to a few seconds…

cs.SD2016★ 33 cited

Frame Theory for Signal Processing in Psychoacoustics

Peter Balazs, Nicki Holighaus, Thibaud Necciari +1

This review chapter aims to strengthen the link between frame theory and signal processing tasks in psychoacoustics. On the one side, the basic concepts of frame theory are present…

cs.SD2016★ 70 cited

A Non-iterative Method for (Re)Construction of Phase from STFT Magnitude

Zdeněk Průša, Peter Balazs, Peter L. Søndergaard

A non-iterative method for the construction of the Short-Time Fourier Transform (STFT) phase from the magnitude is presented. The method is based on the direct relationship between…

cs.SD2015

Channel Interaction and Current Level Affect Across-Electrode Integration of Interaural Time Differences in Bilateral Cochlear-Implant Listeners

Katharina Egger, Piotr Majdak, Bernhard Laback

Sensitivity to ITDs is important for sound localization. Normal-hearing listeners benefit from across-frequency processing, as seen with improved ITD thresholds when consistent ITD…