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Tuomas Virtanen
Tuomas Virtanen
Tampere University
Verifierad e-postadress på tuni.fi - Startsida
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Monaural sound source separation by nonnegative matrix factorization with temporal continuity and sparseness criteria
T Virtanen
IEEE Transactions on Audio, Speech, and Language Processing 15 (3), 1066-1074, 2007
13342007
Deep Learning for Audio Signal Processing
H Purwins, B Li, T Virtanen, J Schlüter, SY Chang, T Sainath
IEEE Journal of Selected Topics in Signal Processing 13 (2), 206-219, 2019
7282019
TUT database for acoustic scene classification and sound event detection
A Mesaros, T Heittola, T Virtanen
2016 24th European Signal Processing Conference (EUSIPCO), 1128-1132, 2016
7032016
Convolutional recurrent neural networks for polyphonic sound event detection
E Cakır, G Parascandolo, T Heittola, H Huttunen, T Virtanen
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (6), 1291 …, 2017
6702017
Metrics for Polyphonic Sound Event Detection
A Mesaros, T Heittola, T Virtanen
Applied Sciences 6 (6), 162, 2016
6502016
DCASE 2017 challenge setup: Tasks, datasets and baseline system
A Mesaros, T Heittola, A Diment, B Elizalde, A Shah, E Vincent, B Raj, ...
DCASE 2017-Workshop on Detection and Classification of Acoustic Scenes and …, 2017
5682017
Sound event localization and detection of overlapping sources using convolutional recurrent neural networks
S Adavanne, A Politis, J Nikunen, T Virtanen
IEEE Journal of Selected Topics in Signal Processing 13 (1), 34-48, 2018
4982018
A multi-device dataset for urban acoustic scene classification
A Mesaros, T Heittola, T Virtanen
arXiv preprint arXiv:1807.09840, 2018
4442018
Exemplar-based sparse representations for noise robust automatic speech recognition
JF Gemmeke, T Virtanen, A Hurmalainen
IEEE Transactions on Audio, Speech, and Language Processing 19 (7), 2067-2080, 2011
4392011
Recurrent neural networks for polyphonic sound event detection in real life recordings
G Parascandolo, H Huttunen, T Virtanen
Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International …, 2016
4162016
Acoustic event detection in real life recordings
A Mesaros, T Heittola, A Eronen, T Virtanen
18th European Signal Processing Conference, 1267-1271, 2010
3942010
Polyphonic sound event detection using multi label deep neural networks
E Cakir, T Heittola, H Huttunen, T Virtanen
2015 international joint conference on neural networks (IJCNN), 1-7, 2015
3642015
Detection and Classification of Acoustic Scenes and Events: Outcome of the DCASE 2016 Challenge
A Mesaros, T Heittola, E Benetos, P Foster, M Lagrange, T Virtanen, ...
IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (2), 379-393, 2018
3552018
Clotho: An Audio Captioning Dataset
K Drossos, S Lipping, T Virtanen
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
3172020
Computational analysis of sound scenes and events
T Virtanen, MD Plumbley, D Ellis
Springer International Publishing, 2018
3082018
Context-dependent sound event detection
T Heittola, A Mesaros, A Eronen, T Virtanen
EURASIP Journal on Audio, Speech, and Music Processing 2013 (1), 1, 2013
2852013
Audio Source Separation and Speech Enhancement
E Vincent, T Virtanen, S Gannot
John Wiley & Sons, 2018
2842018
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network
S Adavanne, A Politis, T Virtanen
2018 26th European Signal Processing Conference (EUSIPCO), 1462-1466, 2018
2742018
Voice conversion using partial least squares regression
E Helander, T Virtanen, J Nurminen, M Gabbouj
Audio, Speech, and Language Processing, IEEE Transactions on 18 (5), 912-921, 2010
2462010
Separation of drums from polyphonic music using non-negative matrix factorization and support vector machine
M Helén, T Virtanen
Proc. EUSIPCO 2005, 2005
2082005
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Artiklar 1–20