Tampere University of Technology

TUTCRIS Research Portal

Emre Cakir

  1. 2019
  2. Published

    Deep Neural Networks for Sound Event Detection

    Cakir, E., 22 Jan 2019, Tampere University. 88 p. (Tampere University Dissertations; vol. 12)

    Research output: Book/ReportDoctoral thesisCollection of Articles

  3. 2018
  4. Published

    End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input

    Cakir, E. & Virtanen, T., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. IEEE, 8489470

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  5. Published

    Musical Instrument Synthesis and Morphing in Multidimensional Latent Space Using Variational, Convolutional Recurrent Autoencoders

    Cakir, E. & Virtanen, T., 2018, Proceedings of the Audio Engineerings Society 145th Convention. AES Audio Engineering Society, 10035

    Research output: Chapter in Book/Report/Conference proceedingConference contributionProfessional

  6. Published

    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

  7. Published

    Unsupervised Adversarial Domain Adaptation for Acoustic Scene Classification

    Gharib, S., Drossos, K., Cakir, E., Serdyuk, D. & Virtanen, T., 2018, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018). Tampere University of Technology

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. 2017
  9. Published

    Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

    Cakir, E., Parascandolo, G., Heittola, T., Huttunen, H. & Virtanen, T., Jun 2017, In : Ieee-Acm transactions on audio speech and language processing. 25, 6, p. 1291-1303 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Convolutional recurrent neural networks for bird audio detection

    Cakir, E., Adavanne, S., Parascandolo, G., Drossos, K. & Virtanen, T., 2017, European Signal Processing Conference . IEEE, p. 1744-1748 5 p. (European Signal Processing Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  11. Published

    Convolutional Recurrent Neural Networks for Rare Sound Event Detection

    Cakir, E. & Virtanen, T., 2017, Proceedings of the Detection and Classification of Acoustic Scenes and Events 2017 Workshop (DCASE2017). Tampere University of Technology. Laboratory of Signal Processing, p. 27-31

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Published

    Robust Direction Estimation with Convolutional Neural Networks-based Steered Response Power

    Pertilä, P. & Cakir, E., 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 6125-6129

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  13. Published

    Stacked convolutional and recurrent neural networks for bird audio detection

    Adavanne, S., Drossos, K., Cakir, E. & Virtanen, T., 2017, 2017 25th European Signal Processing Conference (EUSIPCO). IEEE, p. 1729-1733 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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