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Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network

Apr 29, 2019
Sharath Adavanne, Archontis Politis, Tuomas Virtanen


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Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network

Aug 05, 2018
Sharath Adavanne, Archontis Politis, Tuomas Virtanen

* EUSIPCO 2018 

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

Jan 29, 2018
Sharath Adavanne, Archontis Politis, Tuomas Virtanen


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Automated Audio Captioning with Recurrent Neural Networks

Oct 24, 2017
Konstantinos Drossos, Sharath Adavanne, Tuomas Virtanen

* Presented at the 11th IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2017 

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Sound Event Detection in Multichannel Audio Using Spatial and Harmonic Features

Jun 07, 2017
Sharath Adavanne, Giambattista Parascandolo, Pasi Pertilä, Toni Heittola, Tuomas Virtanen


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Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition

Jun 07, 2017
Miroslav Malik, Sharath Adavanne, Konstantinos Drossos, Tuomas Virtanen, Dasa Ticha, Roman Jarina

* Accepted for Sound and Music Computing (SMC 2017) 

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Sound Event Detection Using Spatial Features and Convolutional Recurrent Neural Network

Jun 07, 2017
Sharath Adavanne, Pasi Pertilä, Tuomas Virtanen

* Accepted for IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017) 

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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 Bird Audio Detection

Mar 07, 2017
EmreÇakır, Sharath Adavanne, Giambattista Parascandolo, Konstantinos Drossos, Tuomas Virtanen

* Submitted to EUSIPCO 2017 Special Session on Bird Audio Signal Processing 

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