AASP-L2: Detection and Classification of Acoustic Scenes and Events II |
| Session Type: Lecture |
| Time: Tuesday, May 14, 17:30 - 19:30 |
| Location: Meeting Room 1 |
| Session Chair: Panayiotis Georgiou, University of Southern California |
| AASP-L2.1: A COMPARISON OF FIVE MULTIPLE INSTANCE LEARNING POOLING FUNCTIONS FOR SOUND EVENT DETECTION WITH WEAK LABELING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yun Wang; Carnegie Mellon University |
| Juncheng Li; Carnegie Mellon University |
| Florian Metze; Carnegie Mellon University |
| AASP-L2.2: JOINT ACOUSTIC AND CLASS INFERENCE FOR WEAKLY SUPERVISED SOUND EVENT DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sandeep Kothinti; Johns Hopkins University |
| Keisuke Imoto; Ritsumeikan University |
| Debmalya Chakrabarty; Johns Hopkins University |
| Gregory Sell; Johns Hopkins University |
| Shinji Watanabe; Johns Hopkins University |
| Mounya Elhilali; Johns Hopkins University |
| AASP-L2.3: ACOUSTIC EVENT DETECTION FROM WEAKLY LABELED DATA USING AUDITORY SALIENCE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zuzanna Podwinska; University of Salford |
| Iwona Sobieraj; University of Surrey |
| Bruno M Fazenda; University of Salford |
| William J. Davies; University of Salford |
| Mark D Plumbley; University of Surrey |
| AASP-L2.4: SOUND EVENT DETECTION WITH SEQUENTIALLY LABELLED DATA BASED ON CONNECTIONIST TEMPORAL CLASSIFICATION AND UNSUPERVISED CLUSTERING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yuanbo Hou; Beijing University of Posts and Telecommunications |
| Qiuqiang Kong; University of Surrey |
| Shengchen Li; Beijing University of Posts and Telecommunications |
| Mark D. Plumbley; University of Surrey |
| AASP-L2.5: UNIFYING ISOLATED AND OVERLAPPING AUDIO EVENT DETECTION WITH MULTI-LABEL MULTI-TASK CONVOLUTIONAL RECURRENT NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Huy Phan; University of Kent |
| Oliver Y. Chén; University of Oxford |
| Philipp Koch; University of Lübeck |
| Lam Pham; University of Kent |
| Ian McLoughlin; University of Kent |
| Alfred Mertins; University of Lübeck |
| Maarten De Vos; University of Oxford |
| AASP-L2.6: ATTENTION-BASED ATROUS CONVOLUTIONAL NEURAL NETWORKS: VISUALISATION AND UNDERSTANDING PERSPECTIVES OF ACOUSTIC SCENES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhao Ren; University of Augsburg |
| Qiuqiang Kong; University of Surrey |
| Jing Han; University of Augsburg |
| Mark Plumbley; University of Surrey |
| Björn Schuller; University of Augsburg |