AASP-L1: Detection and Classification of Acoustic Scenes and Events I |
| Session Type: Lecture |
| Time: Tuesday, May 14, 13:30 - 15:30 |
| Location: Meeting Room 1 |
| Session Chair: Tuomas Virtanen, Tampere University |
| AASP-L1.1: SOUND EVENT DETECTION USING GRAPH LAPLACIAN REGULARIZATION BASED ON EVENT CO-OCCURRENCE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Keisuke Imoto; Ritsumeikan University |
| Seisuke Kyochi; The University of Kitakyushu |
| AASP-L1.2: HIERARCHY-AWARE LOSS FUNCTION ON A TREE STRUCTURED LABEL SPACE FOR AUDIO EVENT DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Arindam Jati; University of Southern California |
| Naveen Kumar; Disney Research |
| Ruxin Chen; SONY Interactive Entertainment LLC |
| Panayiotis Georgiou; University of Southern California |
| AASP-L1.3: ENHANCED STREAMING BASED SUBSPACE CLUSTERING APPLIED TO ACOUSTIC SCENE DATA CLUSTERING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shuoyang Li; University of Surrey |
| Yuantao Gu; Tsinghua University |
| Yuhui Luo; National Physical Laboratory |
| Jonathon Chambers; University of Leicester |
| Wenwu Wang; University of Surrey |
| AASP-L1.4: TRAINING NEURAL AUDIO CLASSIFIERS WITH FEW DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jordi Pons; Music Technology Group, Universitat Pompeu Fabra |
| Joan Serrà; Telefónica Research |
| Xavier Serra; Music Technology Group, Universitat Pompeu Fabra |
| AASP-L1.5: LEARNING SOUND EVENT CLASSIFIERS FROM WEB AUDIO WITH NOISY LABELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Eduardo Fonseca; Universitat Pompeu Fabra |
| Manoj Plakal; Google, Inc. |
| Daniel P. W. Ellis; Google, Inc. |
| Frederic Font; Universitat Pompeu Fabra |
| Xavier Favory; Universitat Pompeu Fabra |
| Xavier Serra; Universitat Pompeu Fabra |
| AASP-L1.6: LEARNING TO MATCH TRANSIENT SOUND EVENTS USING ATTENTIONAL SIMILARITY FOR FEW-SHOT SOUND RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Szu-Yu Chou; Academia Sinica |
| Kai-Hsiang Cheng; Academia Sinica |
| Jyh-Shing Jang; National Taiwan University |
| Yi-Hsuan Yang; Academia Sinica |