D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 37 Citations 6,758 257 World Ranking 5185 National Ranking 236
Electronics and Electrical Engineering D-index 33 Citations 5,326 164 World Ranking 2716 National Ranking 88

Research.com Recognitions

Awards & Achievements

2008 - IEEE Fellow For contributions to adaptive filtering and multi-channel acoustic signal processing

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Statistics
  • Algorithm

His primary scientific interests are in Speech recognition, Algorithm, Signal processing, Adaptive filter and Blind signal separation. The Speech recognition study combines topics in areas such as Acoustics, Reverberation, Robustness and Microphone. Walter Kellermann works mostly in the field of Reverberation, limiting it down to concerns involving Speech enhancement and, occasionally, Benchmark and Background noise.

His Algorithm research is multidisciplinary, relying on both Normalization, Weighting, Coherence, Frequency domain and Noise. His Adaptive filter research is multidisciplinary, incorporating perspectives in Filter and Nonlinear system. The study incorporates disciplines such as Underdetermined system, Audio over Ethernet, Independent component analysis, Source separation and Generalization in addition to Blind signal separation.

His most cited work include:

  • The reverb challenge: Acommon evaluation framework for dereverberation and recognition of reverberant speech (280 citations)
  • A generalization of blind source separation algorithms for convolutive mixtures based on second-order statistics (237 citations)
  • A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research (186 citations)

What are the main themes of his work throughout his whole career to date?

Walter Kellermann focuses on Speech recognition, Algorithm, Acoustics, Microphone and Adaptive filter. His Speech recognition study combines topics from a wide range of disciplines, such as Robustness, Artificial intelligence, Reverberation and Signal processing. His Algorithm study incorporates themes from Filter, Blind signal separation, Frequency domain, Noise and Nonlinear system.

His studies deal with areas such as Independent component analysis, Narrowband and Source separation as well as Blind signal separation. The various areas that Walter Kellermann examines in his Noise study include Acoustic source localization and Interference. Walter Kellermann works mostly in the field of Acoustics, limiting it down to topics relating to Microphone array and, in certain cases, Beamforming.

He most often published in these fields:

  • Speech recognition (36.58%)
  • Algorithm (31.12%)
  • Acoustics (22.33%)

What were the highlights of his more recent work (between 2015-2021)?

  • Algorithm (31.12%)
  • Speech recognition (36.58%)
  • Noise (9.98%)

In recent papers he was focusing on the following fields of study:

His scientific interests lie mostly in Algorithm, Speech recognition, Noise, Artificial intelligence and Microphone. Walter Kellermann interconnects Filter, Blind signal separation, Signal processing, Particle filter and Robustness in the investigation of issues within Algorithm. His Speech recognition study combines topics in areas such as Transfer function, Reduction, Loudspeaker, Humanoid robot and Speech enhancement.

His Artificial intelligence research includes themes of Computer vision and Pattern recognition. His Microphone study integrates concerns from other disciplines, such as Wireless, Electronic engineering, Background noise and Reverberation. Walter Kellermann combines subjects such as Adaptive filter and Linear filter with his study of Echo.

Between 2015 and 2021, his most popular works were:

  • A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research (186 citations)
  • The LOCATA Challenge Data Corpus for Acoustic Source Localization and Tracking (42 citations)
  • The LOCATA Challenge: Acoustic Source Localization and Tracking (17 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Statistics
  • Algorithm

His primary areas of investigation include Algorithm, Speech recognition, Reverberation, Noise and Acoustic source localization. Walter Kellermann works in the field of Algorithm, namely Adaptive filter. His Speech recognition research incorporates themes from Probability distribution, Reduction, Robustness, Artificial intelligence and Speech enhancement.

His research in Noise intersects with topics in Covariance matrix and Direction of arrival. His Acoustic source localization research incorporates elements of Tracking, Real-time computing, Interference and Signal processing. His research investigates the link between Signal processing and topics such as Speech processing that cross with problems in Array processing.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

The reverb challenge: Acommon evaluation framework for dereverberation and recognition of reverberant speech

Keisuke Kinoshita;Marc Delcroix;Takuya Yoshioka;Tomohiro Nakatani.
workshop on applications of signal processing to audio and acoustics (2013)

370 Citations

A generalization of blind source separation algorithms for convolutive mixtures based on second-order statistics

H. Buchner;R. Aichner;W. Kellermann.
IEEE Transactions on Speech and Audio Processing (2005)

339 Citations

Analysis and design of multirate systems for cancellation of acoustical echoes

W. Kellermann.
international conference on acoustics speech and signal processing (1988)

301 Citations

Making Machines Understand Us in Reverberant Rooms: Robustness Against Reverberation for Automatic Speech Recognition

Takuya Yoshioka;A. Sehr;M. Delcroix;K. Kinoshita.
IEEE Signal Processing Magazine (2012)

281 Citations

A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research

Keisuke Kinoshita;Marc Delcroix;Sharon Gannot;Emanuël A. P. Habets.
EURASIP Journal on Advances in Signal Processing (2016)

262 Citations

A self-steering digital microphone array

W. Kellermann.
international conference on acoustics, speech, and signal processing (1991)

181 Citations

TRINICON: a versatile framework for multichannel blind signal processing

H. Buchner;R. Aichner;W. Kellermann.
international conference on acoustics, speech, and signal processing (2004)

159 Citations

Acoustic source detection and localization based on wavefield decomposition using circular microphone arrays

Heinz Teutsch;Walter Kellermann.
Journal of the Acoustical Society of America (2006)

156 Citations

Multichannel Signal Enhancement Algorithms for Assisted Listening Devices: Exploiting spatial diversity using multiple microphones

Simon Doclo;Walter Kellermann;Shoji Makino;Sven Erik Nordholm.
IEEE Signal Processing Magazine (2015)

154 Citations

Adaptation of a memoryless preprocessor for nonlinear acoustic echo cancelling

Alexander Stenger;Walter Kellermann.
Signal Processing (2000)

153 Citations

If you think any of the details on this page are incorrect, let us know.

Contact us

Best Scientists Citing Walter Kellermann

Simon Doclo

Simon Doclo

Carl von Ossietzky University of Oldenburg

Publications: 86

Jacob Benesty

Jacob Benesty

Institut National de la Recherche Scientifique

Publications: 77

Sharon Gannot

Sharon Gannot

Bar-Ilan University

Publications: 60

Patrick A. Naylor

Patrick A. Naylor

Imperial College London

Publications: 51

Shinji Watanabe

Shinji Watanabe

Carnegie Mellon University

Publications: 40

Emanuel A. P. Habets

Emanuel A. P. Habets

University of Erlangen-Nuremberg

Publications: 37

Tomohiro Nakatani

Tomohiro Nakatani

NTT (Japan)

Publications: 35

Emmanuel Vincent

Emmanuel Vincent

University of Lorraine

Publications: 33

Marc Moonen

Marc Moonen

KU Leuven

Publications: 31

Shoko Araki

Shoko Araki

NTT (Japan)

Publications: 31

Shoji Makino

Shoji Makino

University of Tsukuba

Publications: 28

Francesco Piazza

Francesco Piazza

Marche Polytechnic University

Publications: 26

Hiroshi Saruwatari

Hiroshi Saruwatari

University of Tokyo

Publications: 26

Reinhold Haeb-Umbach

Reinhold Haeb-Umbach

University of Paderborn

Publications: 24

Israel Cohen

Israel Cohen

Technion – Israel Institute of Technology

Publications: 24

Thushara D. Abhayapala

Thushara D. Abhayapala

Australian National University

Publications: 24

Something went wrong. Please try again later.