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Multi-task Regularization Based on Infrequent Classes for Audio Captioning

Jul 09, 2020
Emre Çakır, Konstantinos Drossos, Tuomas Virtanen

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

May 09, 2018
Emre Çakır, Tuomas Virtanen

* accepted to IJCNN 2018 

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Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection

Jun 07, 2017
Sharath Adavanne, Konstantinos Drossos, Emre Çakır, Tuomas Virtanen

* Accepted for European Signal Processing Conference 2017 

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Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection

Feb 21, 2017
Emre Çakır, Giambattista Parascandolo, Toni Heittola, Heikki Huttunen, Tuomas Virtanen

* Accepted for IEEE Transactions on Audio, Speech and Language Processing, Special Issue on Sound Scene and Event Analysis 

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