Deep Neural Network Baseline for DCASE Challenge 2016. - Qiuqiang Kong; Iwona Sobieraj; Wenwu Wang 001; Mark D. Plumbley (DCASE, 2016)

Coupled Sparse NMF vs. Random Forest Classification for Real Life Acoustic Event Detection. - Iwona Sobieraj; Mark D. Plumbley (DCASE, 2016)

Masked non-negative matrix factorization for eire detection using weakly labeled data. - Iwona Sobieraj; Qiuqiang Kong; Mark D. Plumbley (EUSIPCO, 2017)

Orthogonality-Regularized Masked NMF for Learning on Weakly Labeled Audio Data. - Iwona Sobieraj; Lucas Rencker; Mark D. Plumbley (ICASSP, 2018)

Sound Event Localization and Detection Using CRNN on Pairs of Microphones. - François Grondin; Iwona Sobieraj; Mark D. Plumbley; James R. Glass (DCASE, 2019)

Acoustic Event Detection from Weakly Labeled Data Using Auditory Salience. - Zuzanna Podwinska; Iwona Sobieraj; Bruno M. Fazenda; William J. Davies; Mark D. Plumbley (ICASSP, 2019)

Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data. - Qiuqiang Kong; Yong Xu 004; Iwona Sobieraj; Wenwu Wang 001; Mark D. Plumbley (IEEE ACM Trans. Audio Speech Lang. Process., 2019)