Iwona Sobieraj

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 9

Top Topics

Matrix Factorization

Weakly Labeled Data

Event Recognition

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

François Grondin, Iwona Sobieraj, Mark D. Plumbley, James R. Glass
Sound Event Localization and Detection Using CRNN on Pairs of Microphones. DCASE (2019)
François Grondin, James R. Glass, Iwona Sobieraj, Mark D. Plumbley
Sound Event Localization and Detection Using CRNN on Pairs of Microphones. CoRR (2019)
Qiuqiang Kong, Yong Xu, Iwona Sobieraj, Wenwu Wang, Mark D. Plumbley
Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data. IEEE ACM Trans. Audio Speech Lang. Process. 27 (4) (2019)
Zuzanna Podwinska, Iwona Sobieraj, Bruno M. Fazenda, William J. Davies, Mark D. Plumbley
Acoustic Event Detection from Weakly Labeled Data Using Auditory Salience. ICASSP (2019)
Qiuqiang Kong, Yong Xu, Iwona Sobieraj, Wenwu Wang, Mark D. Plumbley
Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data. CoRR (2018)
Iwona Sobieraj, Lucas Rencker, Mark D. Plumbley
Orthogonality-Regularized Masked NMF for Learning on Weakly Labeled Audio Data. ICASSP (2018)
Iwona Sobieraj, Qiuqiang Kong, Mark D. Plumbley
Masked non-negative matrix factorization for eire detection using weakly labeled data. EUSIPCO (2017)
Iwona Sobieraj, Mark D. Plumbley
Coupled Sparse NMF vs. Random Forest Classification for Real Life Acoustic Event Detection. DCASE (2016)
Qiuqiang Kong, Iwona Sobieraj, Wenwu Wang, Mark D. Plumbley
Deep Neural Network Baseline for DCASE Challenge 2016. DCASE (2016)