| The INTERSPEECH 2017 Computational Paralinguistics Challenge: Addressee, Cold & Snoring BW Schuller, S Steidl, A Batliner, E Bergelson, J Krajewski, C Janott, ... Proceedings of INTERSPEECH, 3442-3446, 2017 | 194 | 2017 |
| The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-assessed Affect, Crying & Heart Beats BW Schuller, S Steidl, A Batliner, PB Marschik, H Baumeister, F Dong, ... Proceedings of INTERSPEECH, Hyderabad, India, 122-126, 2018 | 151 | 2018 |
| COVID-19 and Computer Audition: An Overview on What Speech & Sound Analysis Could Contribute in the SARS-CoV-2 Corona Crisis BW Schuller, DM Schuller, K Qian, J Liu, H Zheng, X Li Frontiers in Digital Health 3, 1-10, 2021 | 147 | 2021 |
| Deep Scalogram Representations for Acoustic Scene Classification Z Ren, K Qian, Z Zhang, V Pandit, A Baird, BW Schuller IEEE/CAA Journal of Automatica Sinica 5 (3), 662-669, 2018 | 142 | 2018 |
| An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety J Han, K Qian, M Song, Z Yang, Z Ren, S Liu, J Liu, H Zheng, W Ji, ... Proceedings of INTERSPEECH, Shanghai, China, 4946-4950, 2020 | 130 | 2020 |
| Audio Self-supervised Learning: A Survey S Liu, A Mallol-Ragolta, E Parada-Cabaleiro, K Qian, X Jing, A Kathan, ... Patterns 3 (12), 1-28, 2022 | 116 | 2022 |
| Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring K Qian, Z Zhang, Y Yamamoto, BW Schuller IEEE Signal Processing Magazine 38 (4), 78-88, 2021 | 89 | 2021 |
| Classification of the Excitation Location of Snore Sounds in the Upper Airway by Acoustic Multi-Feature Analysis K Qian, C Janott, V Pandit, Z Zhang, C Heiser, W Hohenhorst, M Herzog, ... IEEE Transactions on Biomedical Engineering 64 (8), 1731-1741, 2017 | 89 | 2017 |
| Learning Image-based Representations for Heart Sound Classification Z Ren, N Cummins, V Pandit, J Han, K Qian, BW Schuller Proceedings of the 2018 International Conference on Digital Health, 143-147, 2018 | 88 | 2018 |
| Attention-based Convolutional Neural Networks for Acoustic Scene Classification Z Ren, Q Kong, K Qian, MD Plumbley, BW Schuller Proceedings of the Workshop on Detection and Classification of Acoustic …, 2018 | 78 | 2018 |
| Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification T Koike, K Qian, Q Kong, MD Plumbley, BW Schuller, Y Yamamoto Proceedings of the 42nd International Engineering in Medicine and Biology …, 2020 | 74 | 2020 |
| Validity of Machine Learning in Biology and Medicine Increased Through Collaborations Across Fields of Expertise M Littmann, K Selig, L Cohen-Lavi, Y Frank, P Hönigschmid, E Kataka, ... Nature Machine Intelligence 2, 18-24, 2020 | 65 | 2020 |
| Snoring Classified: The Munich-Passau Snore Sound Corpus C Janott, M Schmitt, Y Zhang, K Qian, V Pandit, Z Zhang, C Heiser, ... Computers in Biology and Medicine 94, 106-118, 2018 | 64 | 2018 |
| Active Learning for Bird Sound Classification via a Kernel-based Extreme Learning Machine K Qian, Z Zhang, A Baird, BW Schuller Journal of the Acoustical Society of America 142 (4), 1796-1804, 2017 | 64 | 2017 |
| Snore-GANs: Improving Automatic Snore Sound Classification with Synthesized Data Z Zhang, J Han, K Qian, C Janott, Y Guo, BW Schuller IEEE Journal of Biomedical and Health Informatics 24 (1), 300-310, 2020 | 61 | 2020 |
| An Online Robot Collision Detection and Identification Scheme by Supervised Learning and Bayesian Decision Theory Z Zhang, K Qian, BW Schuller, W Dirk IEEE Transactions on Automation Science and Engineering 18 (3), 1144-1156, 2021 | 58 | 2021 |
| Molecular Dynamics Simulation and Machine Learning of Mechanical Response in Non-equiatomic FeCrNiCoMn High Entropy Alloy L Zhang, K Qian, J Huang, M Liu, Y Shibuta Journal of Materials Research and Technology, 2043-2054, 2021 | 55 | 2021 |
| Deep Sequential Image Features for Acoustic Scene Classification Z Ren, V Pandit, K Qian, Z Yang, Z Zhang, BW Schuller Proceedings of the Workshop on Detection and Classification of Acoustic …, 2017 | 53 | 2017 |
| A Bag-of-Audio-Words Approach for Snore Sounds' Excitation Localisation M Schmitt, C Janott, V Pandit, K Qian, C Heiser, W Hemmert, BW Schuller Proceedings of the 12th ITG Conference on Speech Communication, 230-234, 2016 | 53 | 2016 |
| Deep Attention-based Neural Networks for Explainable Heart Sound Classification Z Ren, K Qian, F Dong, Z Dai, W Nejdl, Y Yamamoto, BW Schuller Machine Learning with Applications 9 (100322), 1-9, 2022 | 51 | 2022 |
Björn SchullerProfessor, Technische Universität München (TUM) / Imperial College London & CSO, audEERINGVerified email at tum.de
