Walter Kellermann

About Walter Kellermann

Walter Kellermann, With an exceptional h-index of 48 and a recent h-index of 27 (since 2020), a distinguished researcher at Friedrich-Alexander-Universität Erlangen-Nürnberg, specializes in the field of Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Nonlinear acoustic echo cancellation based on pipelined Hermite filters

Apparatus for determining spatial positions of multiple audio sources

1-d residual convolutional neural network coupled with data augmentation and regularization for the icphm 2023 data challenge

End-to-End Deep Learning-Based Adaptation Control for Linear Acoustic Echo Cancellation

Airborne Sound Analysis for the Detection of Bearing Faults in Railway Vehicles with Real-World Data

Geometrically constrained source extraction and dereverberation based on joint optimization

Spatially informed independent vector analysis for source extraction based on the convolutive transfer function model

Localizing spatial information in neural spatiospectral filters

Walter Kellermann Information

University

Position

___

Citations(all)

11019

Citations(since 2020)

3593

Cited By

8967

hIndex(all)

48

hIndex(since 2020)

27

i10Index(all)

223

i10Index(since 2020)

102

Email

University Profile Page

Friedrich-Alexander-Universität Erlangen-Nürnberg

Google Scholar

View Google Scholar Profile

Walter Kellermann Skills & Research Interests

Signal Processing

Top articles of Walter Kellermann

Title

Journal

Author(s)

Publication Date

Nonlinear acoustic echo cancellation based on pipelined Hermite filters

Signal Processing

Kai-Li Yin

Mhd Modar Halimeh

Yi-Fei Pu

Lu Lu

Walter Kellermann

2024/3/13

Apparatus for determining spatial positions of multiple audio sources

2024/3/5

1-d residual convolutional neural network coupled with data augmentation and regularization for the icphm 2023 data challenge

Matthias Kreuzer

Walter Kellermann

2023/6/5

End-to-End Deep Learning-Based Adaptation Control for Linear Acoustic Echo Cancellation

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Thomas Haubner

Andreas Brendel

Walter Kellermann

2023/10/19

Airborne Sound Analysis for the Detection of Bearing Faults in Railway Vehicles with Real-World Data

Matthias Kreuzer

David Schmidt

Simon Wokusch

Walter Kellermann

2023/6/5

Geometrically constrained source extraction and dereverberation based on joint optimization

Yichen Yang

Xianrui Wang

Andreas Brendel

Wen Zhang

Walter Kellermann

...

2023/9/4

Spatially informed independent vector analysis for source extraction based on the convolutive transfer function model

Xianrui Wang

Andreas Brendel

Gongping Huang

Yichen Yang

Walter Kellermann

...

2023/6/4

Localizing spatial information in neural spatiospectral filters

Annika Briegleb

Thomas Haubner

Vasileios Belagiannis

Walter Kellermann

2023/9/4

Exploiting spatial information with the informed complex-valued spatial autoencoder for target speaker extraction

Annika Briegleb

Mhd Modar Halimeh

Walter Kellermann

2023/6/4

Microphone utility estimation in acoustic sensor networks using single-channel signal features

EURASIP Journal on Audio, Speech, and Music Processing

Michael Günther

Andreas Brendel

Walter Kellermann

2023/8/3

Signal processing and machine learning for speech and audio in acoustic sensor networks

EURASIP Journal on Audio, Speech, and Music Processing

Walter Kellermann

Rainer Martin

Nobutaka Ono

2023/12/17

Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years

IEEE Signal Processing Magazine

Gaël Richard

Paris Smaragdis

Sharon Gannot

Patrick A Naylor

Shoji Makino

...

2023/7/19

A unifying view on blind source separation of convolutive mixtures based on independent component analysis

IEEE Transactions on Signal Processing

Andreas Brendel

Thomas Haubner

Walter Kellermann

2023/3/13

Data Science Education: The Signal Processing Perspective [SP Education]

IEEE Signal Processing Magazine

Sharon Gannot

Zheng-Hua Tan

Martin Haardt

Nancy F Chen

Hoi-To Wai

...

2023/11/8

Online acoustic system identification exploiting Kalman filtering and an adaptive impulse response subspace model

Journal of Signal Processing Systems

Thomas Haubner

Andreas Brendel

Walter Kellermann

2022/2

Deep learning-based joint control of acoustic echo cancellation, beamforming and postfiltering

Thomas Haubner

Walter Kellermann

2022/8/29

Acoustic system identification with partially time-varying models based on tensor decompositions

Gongping Huang

Jacob Benesty

Jingdong Chen

Constantin Paleologu

Silviu Ciochină

...

2022/9/5

Manifold learning-supported estimation of relative transfer functions for spatial filtering

Andreas Brendel

Johannes Zeitler

Walter Kellermann

2022/5/23

A bilinear framework for adaptive speech dereverberation combining beamforming and linear prediction

Wenxing Yang

Gongping Huang

Andreas Brendel

Jingdong Chen

Jacob Benesty

...

2022/9/5

Complex-valued spatial autoencoders for multichannel speech enhancement

Mhd Modar Halimeh

Walter Kellermann

2022/5/23

See List of Professors in Walter Kellermann University(Friedrich-Alexander-Universität Erlangen-Nürnberg)