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 thesis

  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 contribution

  5. 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 proceedingChapter

  6. 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 contribution

  7. 2017
  8. 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 journalArticle

  9. 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 contribution

  10. 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 contribution

  11. 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 contribution

  12. 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 contribution

  13. 2016
  14. Published

    Filterbank Learning for Deep Neural Network Based Polyphonic Sound Event Detection

    Cakir, E., Ozan, E. C. & Virtanen, T. 3 Nov 2016 2016 International Joint Conference on Neural Networks (IJCNN). IEEE

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

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