AUD-13: Detection and Classification of Acoustic Scenes and Events 2: Weak supervision |
| Session Type: Poster |
| Time: Wednesday, 9 June, 15:30 - 16:15 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Romain Serizel, Université de Lorraine, LORIA
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AUD-13.1: A GLOBAL-LOCAL ATTENTION FRAMEWORK FOR WEAKLY LABELLED AUDIO TAGGING |
| Helin Wang; Peking University |
| Yuexian Zou; Peking University |
| Wenwu Wang; University of Surrey |
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AUD-13.2: AN IMPROVED MEAN TEACHER BASED METHOD FOR LARGE SCALE WEAKLY LABELED SEMI-SUPERVISED SOUND EVENT DETECTION |
| Xu Zheng; National Engineering Laboratory for Speech and Language Information Processing, University of Science and Technology of China |
| Yan Song; National Engineering Laboratory for Speech and Language Information Processing, University of Science and Technology of China |
| Ian McLoughlin; ICT Cluster, Singapore Institute of Technology |
| Lin Liu; iFLYTEK Research, iFLYTEK CO., LTD. |
| Li-Rong Dai; National Engineering Laboratory for Speech and Language Information Processing, University of Science and Technology of China |
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AUD-13.3: COMPARISON OF DEEP CO-TRAINING AND MEAN-TEACHER APPROACHES FOR SEMI-SUPERVISED AUDIO TAGGING |
| Léo Cances; Institut de Recherche en Informatique de Toulouse |
| Thomas Pellegrini; Institut de Recherche en Informatique de Toulouse |
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AUD-13.4: THE BENEFIT OF TEMPORALLY-STRONG LABELS IN AUDIO EVENT CLASSIFICATION |
| Shawn Hershey; Google |
| Daniel P. W. Ellis; Google |
| Eduardo Fonseca; Google |
| Aren Jansen; Google |
| Caroline Liu; Google |
| R Channing Moore; Google |
| Manoj Plakal; Google |
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AUD-13.5: UNSUPERVISED CONTRASTIVE LEARNING OF SOUND EVENT REPRESENTATIONS |
| Eduardo Fonseca; Universitat Pompeu Fabra |
| Diego Ortego; Dublin City University |
| Kevin McGuinness; Dublin City University |
| Noel E. O'Connor; Dublin City University |
| Xavier Serra; Universitat Pompeu Fabra |
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AUD-13.6: SOUND EVENT DETECTION BY CONSISTENCY TRAINING AND PSEUDO-LABELING WITH FEATURE-PYRAMID CONVOLUTIONAL RECURRENT NEURAL NETWORKS |
| Chih-Yuan Koh; National Tsing Hua University |
| You-Siang Chen; National Tsing Hua University |
| Yi-Wen Liu; National Tsing Hua University |
| Mingsian Bai; National Tsing Hua University |
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