2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
AUD-12: Detection and Classification of Acoustic Scenes and Events 1: Few-shot learning |
| Session Type: Poster |
| Time: Wednesday, 9 June, 15:30 - 16:15 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Justin Salamon, Adobe Research |
| AUD-12.1: FEW-SHOT CONTINUAL LEARNING FOR AUDIO CLASSIFICATION |
| Yu Wang; New York University |
| Nicholas J. Bryan; Adobe Research |
| Mark Cartwright; New York University |
| Juan Pablo Bello; New York University |
| Justin Salamon; Adobe Research |
| AUD-12.2: ZERO-SHOT AUDIO CLASSIFICATION WITH FACTORED LINEAR AND NONLINEAR ACOUSTIC-SEMANTIC PROJECTIONS |
| Huang Xie; Tampere University |
| Okko Räsänen; Tampere University |
| Tuomas Virtanen; Tampere University |
| AUD-12.3: UNSUPERVISED AND SEMI-SUPERVISED FEW-SHOT ACOUSTIC EVENT CLASSIFICATION |
| Hsin-Ping Huang; University of California, Merced |
| Krishna Puvvada; Amazon Alexa |
| Ming Sun; Amazon Alexa |
| Chao Wang; Amazon Alexa |
| AUD-12.4: FLOW-BASED SELF-SUPERVISED DENSITY ESTIMATION FOR ANOMALOUS SOUND DETECTION |
| Kota Dohi; Hitachi, Ltd. |
| Takashi Endo; Hitachi, Ltd. |
| Harsh Purohit; Hitachi, Ltd. |
| Ryo Tanabe; Hitachi, Ltd. |
| Yohei Kawaguchi; Hitachi, Ltd. |
| AUD-12.5: SELF-TRAINING FOR SOUND EVENT DETECTION IN AUDIO MIXTURES |
| Sangwook Park; Johns Hopkins University |
| Ashwin Bellur; Johns Hopkins University |
| David K. Han; Drexel University |
| Mounya Elhilali; Johns Hopkins University |
| AUD-12.6: PROTOTYPICAL NETWORKS FOR DOMAIN ADAPTATION IN ACOUSTIC SCENE CLASSIFICATION |
| Shubhr Singh; Queen Mary University of London |
| Helen L. Bear; Queen Mary University of London |
| Emmanouil Benetos; Queen Mary University of London |