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  • 2018

    Acoustics: Spatial Properties

    Vincent, E., Gannot, S. & Virtanen, T., 2018, Audio Source Separation and Speech Enhancement. Wiley, p. 31-46

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  • Application of Source Separation to Robust Speech Analysis and Recognition

    Watanabe, S., Kolossa, D. & Virtanen, T., 2018, Audio Source Separation and Speech Enhancement. Wiley, p. 377-412

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  • Future Perspective

    Ellis, D., Virtanen, T., Plumbley, M. D. & Raj, B., 2018, Computational Analysis of Sound Scenes and Events. Virtanen, T., Plumbley, M. D. & Ellis, D. (eds.). Cham: Springer, p. 401-415 15 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    2 Citations (Scopus)
  • Introduction

    Vincent, E., Gannot, S. & Virtanen, T., 2018, Audio Source Separation and Speech Enhancement. Wiley, p. 3-14

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  • Introduction to sound scene and event analysis

    Virtanen, T., Plumbley, M. D. & Ellis, D., 2018, Computational Analysis of Sound Scenes and Events. Virtanen, T., Plumbley, M. D. & Ellis, D. (eds.). Cham: Springer, p. 3-12

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    17 Citations (Scopus)
  • Nonnegative Matrix Factorization

    Badeau, R. & Virtanen, T., 3 Aug 2018, Audio Source Separation and Speech Enhancement. Vincent, E., Virtanen, T. & Gannot, S. (eds.). Wiley

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  • Perspectives

    Vincent, E., Virtanen, T. & Gannot, S., 2018, Audio Source Separation and Speech Enhancement. Wiley

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  • The machine learning approach for analysis of sound scenes and events

    Heittola, T., Cakir, E. & Virtanen, T., 2018, Computational Analysis of Sound Scenes and Events. Virtanen, T., Plumbley, M. D. & Ellis, D. (eds.). Cham: Springer, p. 13-40 33 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    24 Citations (Scopus)
  • Time-Frequency Processing: Spectral Properties

    Virtanen, T., Vincent, E. & Gannot, S., 2018, Audio Source Separation and Speech Enhancement. Wiley, p. 15-30

    Research output: Chapter in Book/Report/Conference proceedingChapterScientific

  • 2017

    Source Separation and Reconstruction of Spatial Audio Using Spectrogram Factorization

    Nikunen, J. & Virtanen, T., 13 Oct 2017, Parametric time-frequency-domain spatial audio. Pulkki, V., Delikaris-Manias, S. & Politis, A. (eds.). John Wiley & Sons, p. 215-250

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    1 Citation (Scopus)
  • 2012

    Foundations 2. The Basics of Automatic Speech Recognition

    Virtanen, T., Singh, R. & Raj, B., 2012, Techniques for Noise Robustness in Automatic Speech Recognition. Virtanen, T., Singh, R. & Raj, B. (eds.). Chichester, UK: John Wiley & Sons, p. 9-30

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  • Foundations 3. The Problem of Robustness in Automatic Speech Recognition

    Raj, B., Virtanen, T. & Singh, R., 2012, Techniques for Noise Robustness in Automatic Speech Recognition. Virtanen, T., Singh, R. & Raj, B. (eds.). Chichester, UK: John Wiley & Sons, p. 31-52

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  • 2008

    Automatic music transcription

    Klapuri, A. & Virtanen, T., 2008, , Handbook of Signal Processing in Acoustics. Havelock, D. (ed.). Springer, p. 277-303

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    4 Citations (Scopus)
  • 2006

    Unsupervised learning methods for source separation in monaural music signals

    Virtanen, T., 2006, Signal Processing Methods for Music Transcription. Klapuri, A. & Davy, M. (eds.). Springer, p. 267-296

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

    17 Citations (Scopus)