WE2.I: Audio Classification |
| Session Type: Poster |
| Time: Wednesday, 6 May, 11:30 - 13:30 |
| Location: On-Demand |
| Session Chair: Zafar Rafii, Gracenote
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| WE2.I.1: BEYOND THE DCASE 2017 CHALLENGE ON RARE SOUND EVENT DETECTION: A PROPOSAL FOR A MORE REALISTIC TRAINING AND TEST FRAMEWORK |
| Jan Baumann; Technische Universität Braunschweig |
| Timo Lohrenz; Technische Universität Braunschweig |
| Alexander Roy; IAV GmbH |
| Tim Fingscheidt; Technische Universität Braunschweig |
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| WE2.I.2: METRIC LEARNING WITH BACKGROUND NOISE CLASS FOR FEW-SHOT DETECTION OF RARE SOUND EVENTS |
| Kazuki Shimada; Sony Corporation |
| Yuichiro Koyama; Sony Corporation |
| Akira Inoue; Sony Corporation |
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| WE2.I.3: SOUND EVENT DETECTION BY MULTITASK LEARNING OF SOUND EVENTS AND SCENES WITH SOFT SCENE LABELS |
| Keisuke Imoto; Ritsumeikan University |
| Noriyuki Tonami; Ritsumeikan University |
| Yuma Koizumi; Nippon Telegraph and Telephone Corporation |
| Masahiro Yasuda; Nippon Telegraph and Telephone Corporation |
| Ryosuke Yamanishi; Ritsumeikan University |
| Yoichi Yamashita; Ritsumeikan University |
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| WE2.I.4: GUIDED LEARNING FOR WEAKLY-LABELED SEMI-SUPERVISED SOUND EVENT DETECTION |
| Liwei Lin; Institute of Computing Technology, Chinese Academy of Sciences |
| Xiangdong Wang; Institute of Computing Technology, Chinese Academy of Sciences |
| Hong Liu; Institute of Computing Technology, Chinese Academy of Sciences |
| Yueliang Qian; Institute of Computing Technology, Chinese Academy of Sciences |
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| WE2.I.5: STAGED TRAINING STRATEGY AND MULTI-ACTIVATION FOR AUDIO TAGGING WITH NOISY AND SPARSE MULTI-LABEL DATA |
| Kexin He; Tsinghua University |
| Yuhan Shen; Northeastern University |
| Wei-Qiang Zhang; Tsinghua University |
| Jia Liu; Tsinghua University |
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| WE2.I.6: LEARNING WITH OUT-OF-DISTRIBUTION DATA FOR AUDIO CLASSIFICATION |
| Turab Iqbal; University of Surrey |
| Yin Cao; University of Surrey |
| Qiuqiang Kong; University of Surrey |
| Mark D. Plumbley; University of Surrey |
| Wenwu Wang; University of Surrey |
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| WE2.I.7: MULTI-BRANCH LEARNING FOR WEAKLY-LABELED SOUND EVENT DETECTION |
| Yuxin Huang; Institute of Computing Technology, Chinese Academy of Sciences |
| Xiangdong Wang; Institute of Computing Technology, Chinese Academy of Sciences |
| Liwei Lin; Institute of Computing Technology, Chinese Academy of Sciences |
| Hong Liu; Institute of Computing Technology, Chinese Academy of Sciences |
| Yueliang Qian; Institute of Computing Technology, Chinese Academy of Sciences |
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| WE2.I.8: SCENE-DEPENDENT ACOUSTIC EVENT DETECTION WITH SCENE CONDITIONING AND FAKE-SCENE-CONDITIONED LOSS |
| Tatsuya Komatsu; LINE Corporation |
| Keisuke Imoto; Ritsumeikan University |
| Masahito Togami; LINE Corporation |
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| WE2.I.9: SOUND EVENT LOCALIZATION BASED ON SOUND INTENSITY VECTOR REFINED BY DNN-BASED DENOISING AND SOURCE SEPARATION |
| Masahiro Yasuda; NTT Corporation |
| Yuma Koizumi; NTT Corporation |
| Shoichiro Saito; NTT Corporation |
| Hisashi Uematsu; NTT Corporation |
| Keisuke Imoto; Ritsumeikan University |
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| WE2.I.10: HIGH-RESOLUTION ATTENTION NETWORK WITH ACOUSTIC SEGMENT MODEL FOR ACOUSTIC SCENE CLASSIFICATION |
| Xue Bai; University of Science and Technology of China |
| Jun Du; University of Science and Technology of China |
| Jia Pan; University of Science and Technology of China |
| Heng-Shun Zhou; University of Science and Technology of China |
| Yan-Hui Tu; University of Science and Technology of China |
| Chin-Hui Lee; Georgia Institute of Technology |
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| WE2.I.11: POLYPHONIC SOUND EVENT DETECTION USING TRANSPOSED CONVOLUTIONAL RECURRENT NEURAL NETWORK |
| Chandra Churh Chatterjee; Jalpaiguri Government Engineering College |
| Manjunath Mulimani; Manipal Institute of Technology Manipal |
| Shashidhar G Koolagudi; National Institute of Technology Karnataka |
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| WE2.I.12: SECOST: SEQUENTIAL CO-SUPERVISION FOR LARGE SCALE WEAKLY LABELED AUDIO EVENT DETECTION |
| Anurag Kumar; Facebook Inc |
| Vamsi Krishna Ithapu; Facebook |
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