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Jörg Bitzer

3 accepted papers

2024

Microphone Subset Selection for the Weighted Prediction Error Algorithm Using a Group Sparsity Penalty

ICASSP 2024accepted

Reverberation can severely degrade the quality of speech signals recorded using microphones in an enclosure. In acoustic sensor networks with spatially distributed microphones, a similar dereverberation performance may be achieved using only a subset of all available microphones. Using the popular c…

Cited by 0SourceScholar
2023

Dereverberation in Acoustic Sensor Networks Using weighted Prediction Error with Microphone-Dependent Prediction Delays

ICASSP 2023accepted

In the last decades several multi-microphone speech dereverberation algorithms have been proposed, among which the weighted prediction error (WPE) algorithm. In the WPE algorithm, a prediction delay is required to reduce the correlation between the prediction signals and the direct component in the…

Cited by 0SourceScholar
2023

Geometry-Aware DOA Estimation Using a Deep Neural Network with Mixed-Data Input Features

ICASSP 2023accepted

Unlike model-based direction of arrival (DoA) estimation algorithms, supervised learning-based DoA estimation algorithms based on deep neural networks (DNNs) are usually trained for one specific microphone array geometry, resulting in poor performance when applied to a different array geometry. In t…

Cited by 0SourceScholar