Sound event detection and time–frequency segmentation from weakly labelled data Q Kong, Y Xu, I Sobieraj, W Wang, MD Plumbley IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 (4), 777-787, 2019 | 126 | 2019 |
Deep Neural Network Baseline for DCASE Challenge 2016. Q Kong, I Sobieraj, W Wang, MD Plumbley DCASE, 50-54, 2016 | 85 | 2016 |
Sound event localization and detection using CRNN on pairs of microphones F Grondin, J Glass, I Sobieraj, MD Plumbley arXiv preprint arXiv:1910.10049, 2019 | 41 | 2019 |
Masked non-negative matrix factorization for bird detection using weakly labeled data I Sobieraj, Q Kong, MD Plumbley Signal Processing Conference (EUSIPCO), 2017 25th European, 1769-1773, 2017 | 15 | 2017 |
Acoustic event detection from weakly labeled data using auditory salience Z Podwinska, I Sobieraj, BM Fazenda, WJ Davies, MD Plumbley ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 13 | 2019 |
Untwist: A new toolbox for audio source separation G Roma, EM Grais, AJ Simpson, I Sobieraj, MD Plumbley Extended abstracts for the late-breaking demo session of the 17th …, 2016 | 11 | 2016 |
Orthogonality-regularized masked NMF for learning on weakly labeled audio data I Sobieraj, L Rencker, MD Plumbley 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 9 | 2018 |
Coupled Sparse NMF vs. Random Forest Classification for Real Life Acoustic Event Detection. I Sobieraj, MD Plumbley DCASE, 90-94, 2016 | 6 | 2016 |
Loudspeaker localization based on audio watermarking F Kolbeck, G Del Galdo, I Sobieraj, T Bliem Audio Engineering Society Convention 133, 2012 | 1 | 2012 |
Environmental Audio Analysis by Non-negative Matrix Factorization I Sobieraj University of Surrey, 2022 | | 2022 |
Acoustic Event Detection from Weakly Labeled Data Using Auditory Z Podwinska, I Sobieraj, BM Fazenda, WJ Davies, MD Plumbley Workshop (DCASE2017), 85-92, 2017 | | 2017 |
Acoustic Sensor Array Processing On Robust and High Directive Beamforming With Small-Spacing Microphone Arrays for Scattered Sources … ZX Li, Y Song, LR Dai, I McLoughlin, Q Kong, Y Xu, I Sobieraj | | |
ORTHOGONALITY-REGULARIZED MASKED NMF WITH KL-DIVERGENCE FOR LEARNING ON WEAKLY LABELED AUDIO DATA I Sobieraj, L Rencker, MD Plumbley | | |