World's Best Scientists 2026 revealed!
Tuomas Virtanen

Tuomas Virtanen

D-Index & Metrics

Computer Science

D-Index
67
Citations
18245
World Ranking
2193
National Ranking
14

Tuomas Virtanen 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 Tuomas Virtanen sits on this spectrum.

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 publications 991+

This scientist: 372 publications — 84th percentile

84% of scientists in this discipline score the same or lower.

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

Tuomas Virtanen 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 Tuomas Virtanen sits on this spectrum.

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 D-Index 131+

This scientist: 67 D-Index — 85th percentile

85% of scientists in this discipline score the same or lower.

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

Research.com Recognitions

  • 2021 - IEEE Fellow For contributions to sound event detection and source separation

Overview

Tuomas Virtanen is affiliated with Tampere University in Finland and has contributed extensively to the field of computer science, particularly focusing on signal processing and artificial intelligence. Their research spans a range of topics centered on music and audio processing, speech and audio processing, and related areas within computational audio analysis.

The main fields of study in which they have published include:

  • Computer Science

Important subfields contributing to their body of work are:

  • Signal Processing
  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Music
  • Cognitive Neuroscience

The topics that feature prominently in their research are:

  • Music and Audio Processing
  • Speech and Audio Processing
  • Speech Recognition and Synthesis
  • Diverse Musicological Studies
  • Music Technology and Sound Studies
  • Hearing Loss and Rehabilitation
  • Video Analysis and Summarization

Tuomas Virtanen has published in several venues, including:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • IEEE/ACM Transactions on Audio Speech and Language Processing
  • 2021 29th European Signal Processing Conference (EUSIPCO)
  • IEEE Open Journal of Signal Processing

Among their recent papers are:

  • "Sound Event Detection: A tutorial," 2021, published in IEEE Signal Processing Magazine
  • "Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019," 2020, published in IEEE/ACM Transactions on Audio Speech and Language Processing
  • "Acoustic scene classification in DCASE 2020 Challenge: generalization across devices and low complexity solutions," 2020, published in arXiv (Cornell University)
  • "Zero-Shot Audio Classification Via Semantic Embeddings," 2021, published in IEEE/ACM Transactions on Audio Speech and Language Processing
  • "A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection," 2020, published in arXiv (Cornell University)

Their frequent collaborators include:

  • Archontis Politis
  • Konstantinos Drossos
  • Toni Heittola
  • Annamaria Mesaros
  • Sharath Adavanne

Tuomas Virtanen was awarded the IEEE Fellow distinction in 2021 for contributions to sound event detection and source separation.

Best Publications

  • Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria

    T. Virtanen

  • Deep Learning for Audio Signal Processing

    Hendrik Purwins;Bo Li;Tuomas Virtanen;Jan Schluter

  • TUT database for acoustic scene classification and sound event detection

    Annamaria Mesaros;Toni Heittola;Tuomas Virtanen

  • Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

    Emre Cakir;Giambattista Parascandolo;Toni Heittola;Heikki Huttunen

  • Metrics for Polyphonic Sound Event Detection

    Annamaria Mesaros;Toni Heittola;Tuomas Virtanen

  • Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks

    Sharath Adavanne;Archontis Politis;Joonas Nikunen;Tuomas Virtanen

  • DCASE 2017 challenge setup: tasks, datasets and baseline system

    Annamaria Mesaros;Toni Heittola;Aleksandr Diment;Benjamin Martinez Elizalde

  • Exemplar-Based Sparse Representations for Noise Robust Automatic Speech Recognition

    J. F. Gemmeke;T. Virtanen;A. Hurmalainen

  • Recurrent neural networks for polyphonic sound event detection in real life recordings

    Giambattista Parascandolo;Heikki Huttunen;Tuomas Virtanen

  • Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge

    Annamaria Mesaros;Toni Heittola;Emmanouil Benetos;Peter Foster

  • Polyphonic sound event detection using multi label deep neural networks

    Emre Cakir;Toni Heittola;Heikki Huttunen;Tuomas Virtanen

  • Acoustic event detection in real life recordings

    Annamaria Mesaros;Toni Heittola;Antti Eronen;Tuomas Virtanen

  • Context-dependent sound event detection

    Toni Heittola;Annamaria Mesaros;Antti J. Eronen;Tuomas Virtanen

  • Computational Analysis of Sound Scenes and Events

    Tuomas Virtanen;Mark D. Plumbley;Dan Ellis

  • Audio source separation and speech enhancement

    Emmanuel Vincent;Tuomas Virtanen;Sharon Gannot

  • A multi-device dataset for urban acoustic scene classification.

    Annamaria Mesaros;Toni Heittola;Tuomas Virtanen

  • Voice Conversion Using Partial Least Squares Regression

    Elina Helander;Tuomas Virtanen;Jani Nurminen;Moncef Gabbouj

  • Direction of Arrival Estimation for Multiple Sound Sources Using Convolutional Recurrent Neural Network

    Sharath Adavanne;Archontis Politis;Tuomas Virtanen

  • Sound Event Detection: A tutorial

    Annamaria Mesaros;Toni Heittola;Tuomas Virtanen;Mark D. Plumbley

  • Separation of drums from polyphonic music using non-negative matrix factorization and support vector machine

    Marko Helen;Tuomas Virtanen

  • Bayesian extensions to non-negative matrix factorisation for audio signal modelling

    T. Virtanen;A.T. Cemgil;S. Godsill

Frequent Co-Authors

Annamaria Mesaros
Annamaria Mesaros Tampere University
Anssi Klapuri
Anssi Klapuri Yousician
Bhiksha Raj
Bhiksha Raj Carnegie Mellon University
Antti Eronen
Antti Eronen Nokia (Finland)
Emmanuel Vincent
Emmanuel Vincent University of Lorraine
Emmanouil Benetos
Emmanouil Benetos Queen Mary University of London
Mark D. Plumbley
Mark D. Plumbley King's College London
Yoshua Bengio
Yoshua Bengio University of Montreal
Zhizheng Wu
Zhizheng Wu Chinese University of Hong Kong, Shenzhen

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