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Reinhold Haeb-Umbach

Reinhold Haeb-Umbach

University of Paderborn
Germany

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Computer Science 41 8738 8489 436 424 291 8423

Reinhold Haeb-Umbach publications per year

The chart shows the history of publications by Reinhold Haeb-Umbach between 1986 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Reinhold Haeb-Umbach published across 40 years, from 1986 to 2025, averaging 9 papers a year. Output peaked at 24 publications in 2023. 24 of the 359 publications appeared in the last two years.

No. of publications
5 10 15 20
Bar chart. Horizontal axis: year, 1986 to 2025. Vertical axis: number of publications, 0 to 24. Peak 24 publications in 2023. 1986: 1 publication 1987: 1 publication 1988: 0 publications 1989: 0 publications 1990: 0 publications 1991: 5 publications 1992: 4 publications 1993: 4 publications 1994: 3 publications 1995: 11 publications 1996: 8 publications 1997: 5 publications 1998: 4 publications 1999: 4 publications 2000: 4 publications 2001: 3 publications 2002: 3 publications 2003: 1 publication 2004: 3 publications 2005: 6 publications 2006: 11 publications 2007: 12 publications 2008: 5 publications 2009: 12 publications 2010: 10 publications 2011: 19 publications 2012: 9 publications 2013: 18 publications 2014: 10 publications 2015: 20 publications 2016: 17 publications 2017: 13 publications 2018: 17 publications 2019: 18 publications 2020: 12 publications 2021: 23 publications 2022: 15 publications 2023: 24 publications 2024: 14 publications 2025: 10 publications
1986 2025

359 publications in total across all disciplines

View publications per year as a table
Reinhold Haeb-Umbach: publications per year, 1986 to 2025
Year Publications
1986 1
1987 1
1988 0
1989 0
1990 0
1991 5
1992 4
1993 4
1994 3
1995 11
1996 8
1997 5
1998 4
1999 4
2000 4
2001 3
2002 3
2003 1
2004 3
2005 6
2006 11
2007 12
2008 5
2009 12
2010 10
2011 19
2012 9
2013 18
2014 10
2015 20
2016 17
2017 13
2018 17
2019 18
2020 12
2021 23
2022 15
2023 24
2024 14
2025 10
Total 359
Download as CSV

Reinhold Haeb-Umbach publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Reinhold Haeb-Umbach sits on this spectrum.

No. of scientists
200 400 600
Bar chart with 97 bars. Horizontal axis: publications, 32–41 to 991+. Vertical axis: number of scientists, 0 to 609. Most scientists, 609, have 142–151 publications. The last bar groups every scientist with 991 publications or more. The highlighted bar, 282–291 publications, is where this scientist sits. 32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32–41 publications 991+

This scientist: 291 publications — 72nd percentile

72% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

View publications distribution as a table
Number of Computer Science scientists by publication count, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
Publications Scientists This scientist
32–41 7
42–51 22
52–61 82
62–71 134
72–81 249
82–91 324
92–101 421
102–111 420
112–121 497
122–131 544
132–141 555
142–151 609
152–161 559
162–171 534
172–181 556
182–191 583
192–201 519
202–211 508
212–221 490
222–231 437
232–241 423
242–251 408
252–261 377
262–271 301
272–281 335
282–291 320 291
292–301 293
302–311 250
312–321 238
322–331 206
332–341 209
342–351 208
352–361 162
362–371 176
372–381 127
382–391 158
392–401 128
402–411 104
412–421 94
422–431 99
432–441 83
442–451 108
452–461 73
462–471 77
472–481 69
482–491 84
492–501 62
502–511 54
512–521 57
522–531 51
532–541 51
542–551 32
552–561 38
562–571 28
572–581 43
582–591 33
592–601 41
602–611 32
612–621 28
622–631 25
632–641 27
642–651 17
652–661 20
662–671 17
672–681 15
682–691 14
692–701 21
702–711 13
712–721 12
722–731 19
732–741 14
742–751 12
752–761 10
762–771 10
772–781 11
782–791 10
792–801 11
802–811 8
812–821 8
822–831 7
832–841 11
842–851 10
852–861 5
862–871 9
872–881 4
882–891 6
892–901 3
902–911 6
912–921 3
922–931 2
932–941 2
942–951 2
952–961 3
962–971 3
972–981 3
982–990 5
991+ 100
Download as CSV

Reinhold Haeb-Umbach D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Reinhold Haeb-Umbach sits on this spectrum.

No. of scientists
200 400 600 800
Bar chart with 52 bars. Horizontal axis: D-Index, 30–31 to 131+. Vertical axis: number of scientists, 0 to 990. Most scientists, 990, have 36–37 D-Index. The last bar groups every scientist with 131 D-Index or more. The highlighted bar, 40–41 D-Index, is where this scientist sits. 30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30–31 D-Index 131+

This scientist: 41 D-Index — 40th percentile

40% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

View D-Index distribution as a table
Number of Computer Science scientists by D-index, Research.com 2026 ranking edition. Based on 14,188 ranked scientists.
D-Index Scientists This scientist
30–31 879
32–33 983
34–35 918
36–37 990
38–39 968
40–41 907 41
42–43 821
44–45 763
46–47 689
48–49 543
50–51 543
52–53 518
54–55 500
56–57 458
58–59 400
60–61 337
62–63 308
64–65 292
66–67 249
68–69 213
70–71 192
72–73 189
74–75 165
76–77 139
78–79 119
80–81 121
82–83 113
84–85 88
86–87 87
88–89 75
90–91 69
92–93 57
94–95 46
96–97 38
98–99 34
100–101 36
102–103 27
104–105 37
106–107 18
108–109 31
110–111 19
112–113 16
114–115 12
116–117 20
118–119 15
120–121 5
122–123 20
124–125 8
126–127 5
128–129 7
130 3
131+ 98
Download as CSV

Research.com Recognitions

  • 2020 - IEEE Fellow For contributions to robustness of automatic speech recognition

Overview

Reinhold Haeb-Umbach is affiliated with the University of Paderborn in Germany and has an extensive publication record in the field of computer science, with a particular focus on signal processing and artificial intelligence. Their research primarily centers on speech and audio processing, covering areas such as speech recognition and synthesis as well as music and audio processing.

The scientist has contributed to several high-profile publications, including papers on automatic speech recognition and sound event detection. Recent papers include:

  • "Far-Field Automatic Speech Recognition", 2020, Proceedings of the IEEE
  • "Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems", 2020, IEEE Transactions on Cognitive and Developmental Systems
  • "Threshold Independent Evaluation of Sound Event Detection Scores", 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
  • "End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend", 2021, arXiv (Cornell University)
  • "TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings", 2024, IEEE/ACM Transactions on Audio Speech and Language Processing

The main fields of study encompass 154 publications in computer science, with significant subfields including 85 publications in signal processing, 58 in artificial intelligence, 10 in computational mechanics, 6 in computer vision and pattern recognition, and 5 in electrical and electronic engineering.

Frequent collaboration is evident with several co-authors, notably Christoph Boeddeker, Thilo von Neumann, Joerg Schmalenstroeer, Marc Delcroix, and Jens Heitkaemper. These co-authors have contributed to numerous joint publications, reflecting ongoing collaborative research efforts.

Reinhold Haeb-Umbach's research is often published in venues such as arXiv (Cornell University), Zenodo (CERN European Organization for Nuclear Research), ICASSP conferences, Interspeech conferences, and IEEE/ACM Transactions on Audio Speech and Language Processing. The scientist has contributed 44 papers to arXiv and 12 to Zenodo, as well as others in respected conference proceedings and journals.

Their work covers topics including advanced adaptive filtering techniques, speech and dialogue systems, indoor and outdoor localization technologies, and natural language processing techniques, alongside the core focus areas in speech and audio processing and recognition.

In 2020, Reinhold Haeb-Umbach was recognized as an IEEE Fellow for contributions to the robustness of automatic speech recognition.

Best Publications

  • An overview of noise-robust automatic speech recognition

    Jinyu Li;Li Deng;Yifan Gong;Reinhold Haeb-Umbach

  • Multiclass linear dimension reduction by weighted pairwise Fisher criteria

    M. Loog;R.P.W. Duin;R. Haeb-Umbach

  • Linear discriminant analysis for improved large vocabulary continuous speech recognition

    R. Haeb-Umbach;H. Ney

  • Neural network based spectral mask estimation for acoustic beamforming

    Jahn Heymann;Lukas Drude;Reinhold Haeb-Umbach

  • 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

  • Improvements in beam search for 10000-word continuous speech recognition

    H. Ney;R. Haeb-Umbach;B.-H. Tran;M. Oerder

  • BLSTM supported GEV beamformer front-end for the 3RD CHiME challenge

    Jahn Heymann;Lukas Drude;Aleksej Chinaev;Reinhold Haeb-Umbach

  • Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques

    Reinhold Haeb-Umbach;Shinji Watanabe;Tomohiro Nakatani;Michiel Bacchiani

  • Front-end processing for the CHiME-5 dinner party scenario

    Christoph Boeddeker;Jens Heitkaemper;Joerg Schmalenstroeer;Lukas Drude

  • Beamnet: End-to-end training of a beamformer-supported multi-channel ASR system

    Jahn Heymann;Lukas Drude;Christoph Boeddeker;Patrick Hanebrink

  • Improvements in beam search for 10000-word continuous-speech recognition

    R. Haeb-Umbach;H. Ney

  • Blind speech separation employing directional statistics in an Expectation Maximization framework

    Dang Hai Tran Vu;Reinhold Haeb-Umbach

  • Far-Field Automatic Speech Recognition

    Reinhold Haeb-Umbach;Jahn Heymann;Lukas Drude;Shinji Watanabe

  • All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis

    Thilo von Neumann;Keisuke Kinoshita;Marc Delcroix;Shoko Araki

  • Improvements in connected digit recognition using linear discriminant analysis and mixture densities

    R. Haeb-Umbach;D. Geller;H. Ney

  • European speech databases for telephone applications

    H. Hoge;H.S. Tropf;R. Winski;H. van den Heuvel

  • Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms

    Axel Plinge;Florian Jacob;Reinhold Haeb-Umbach;Gernot A. Fink

  • Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation

    A Krueger;E Warsitz;R Haeb-Umbach

  • NARA-WPE: A Python package for weighted prediction error dereverberation in Numpy and Tensorflow for online and offline processing

    Lukas Drude;Jahn Heymann;Christoph Boeddeker;Reinhold Haeb-Umbach

  • Fundamentals of speech recognition

    Jinyu Li;Li Deng;Reinhold Haeb-Umbach;Yifan Gong

  • Robust Automatic Speech Recognition - A Bridge to Practical Applications (1st Edition)

    Jinyu Li;Li Deng;R. Haeb-Umbach;Y. Gong

  • Robust Automatic Speech Recognition

    Jinyu Li;Li Deng;Reinhold Haeb-Umbach;Y. Gong

Frequent Co-Authors

Tomohiro Nakatani
Tomohiro Nakatani NTT (Japan)
Keisuke Kinoshita
Keisuke Kinoshita NTT (Japan)
Marc Delcroix
Marc Delcroix NTT (Japan)
Hermann Ney
Hermann Ney RWTH Aachen University
Jinyu Li
Jinyu Li Microsoft (United States)
Li Deng
Li Deng Citadel
Yifan Gong
Yifan Gong Microsoft (United States)
Bhiksha Raj
Bhiksha Raj Carnegie Mellon University
Walter Kellermann
Walter Kellermann University of Erlangen-Nuremberg
Ralf Schlüter
Ralf Schlüter RWTH Aachen University

External Links

Personal website of Reinhold Haeb-Umbach Google Scholar page

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Best Scientists Citing Reinhold Haeb-Umbach

Tomohiro Nakatani

Tomohiro Nakatani

NTT (Japan)

Publications: 80

Shinji Watanabe

Shinji Watanabe

Carnegie Mellon University

Publications: 78

Hermann Ney

Hermann Ney

RWTH Aachen University

Publications: 76

Takuya Yoshioka

Takuya Yoshioka

Microsoft (United States)

Publications: 66

Keisuke Kinoshita

Keisuke Kinoshita

NTT (Japan)

Publications: 63

Marc Delcroix

Marc Delcroix

NTT (Japan)

Publications: 58

Shoko Araki

Shoko Araki

NTT (Japan)

Publications: 47

Jinyu Li

Jinyu Li

Microsoft (United States)

Publications: 45

Sharon Gannot

Sharon Gannot

Bar-Ilan University

Publications: 43

DeLiang Wang

DeLiang Wang

Chinese University of Hong Kong, Shenzhen

Publications: 38

Yifan Gong

Yifan Gong

Microsoft (United States)

Publications: 32

Yu Tsao

Yu Tsao

Research Center for Information Technology Innovation, Academia Sinica

Publications: 31

Zhong-Qiu Wang

Zhong-Qiu Wang

Southern University of Science and Technology

Publications: 29

Chin-Hui Lee

Chin-Hui Lee

Georgia Institute of Technology

Publications: 28

Naoyuki Kanda

Naoyuki Kanda

Hitachi (Japan)

Publications: 27

Ralf Schlüter

Ralf Schlüter

RWTH Aachen University

Publications: 26

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