Tampere University of Technology

TUTCRIS Research Portal

Sharath Adavanne

  1. 2018
  2. E-pub ahead of print

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

    Adavanne, S., Politis, A., Nikunen, J. & Virtanen, T., 7 Dec 2018, In : IEEE Journal of Selected Topics in Signal Processing.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features

    Adavanne, S., Politis, A. & Virtanen, T., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. IEEE, 8489542

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

  4. Published

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

    Adavanne, S., Politis, A. & Virtanen, T., Sep 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 1462-1466 5 p.

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

  5. 2017
  6. Published

    Assessment of support vector machines and convolutional neural networks to detect snoring using Emfit mattress

    Perez-Macias, J. M., Adavanne, S., Viik, J., Värri, A., Himanen, S-L. & Tenhunen, M., 14 Sep 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, p. 2883-2886 4 p.

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

  7. Published

    Automated Audio Captioning with Recurrent Neural Networks

    Drossos, K., Adavanne, S. & Virtanen, T., 2017, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. IEEE, 5 p.

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

  8. 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

  9. Published

    Sound event detection using spatial features and convolutional recurrent neural network

    Adavanne, S., Pertilä, P. & Virtanen, T., 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 771-775

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

  10. Published

    Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network

    Adavanne, S. & 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. 12-16

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

  11. 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

  12. Published

    Stacked convolutional and recurrent neural networks for music emotion recognition

    Malik, M., Adavanne, S., Drossos, K., Virtanen, T., Ticha, D. & Jarina, R., 2017, Proceedings of the 14th Sound and Music Computing Conference 2017. Aalto University

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

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