| 0:10 |
* Challenge
spotlights |
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Reports on the 6 tasks of the DCASE 2020 challenge
(Session Co-Chairs: Annamaria Mesaros and Romain Serizel)
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| 1:10 |
Oral session II (1st play) |
|
Sound Event Detection and Localization II
(Session Co-Chairs: Sharath Adavanne and Yasunori Ohishi)
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L05
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On multitask loss function for audio event detection and localization
Huy Phan, Lam Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
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|
L06
|
Event-independent network for polyphonic sound event localization and detection
Yin Cao, Turab Iqbal, Qiuqiang Kong, Yue Zhong, Wenwu Wang, Mark D. Plumbley
|
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L07
|
A multi-resolution approach to sound event detection in DCASE 2020 Task4
Diego de Benito-Gorron, Daniel Ramos, Doroteo T. Toledano
|
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L08
|
Training sound event detection on a heterogeneous dataset
Nicolas Turpault, Romain Serizel
|
|
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| 3:00 |
Oral session I (2nd play) |
|
Sound Event Detection and Localization I
(Session Co-Chairs: Yin Cao and Keisuke Imoto)
|
L01
|
Conformer-based sound event detection with semi-supervised learning and data augmentation
Koichi Miyazaki, Tatsuya Komatsu, Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Kazuya Takeda
|
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L02
|
On the effectiveness of spatial and multi-channel features for multi-channel polyphonic sound event detection
Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon Seng Gan
|
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L03
|
Guided multi-branch learning systems for sound event detection with sound separation
Yuxin Huang, Liwei Lin, Shuo Ma, Xiangdong Wang, Hong Liu, Yueliang Qian, Min Liu, Kazushige Ouchi
|
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L04
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Ensemble of sequence matching networks for dynamic sound event localization, detection, and tracking
Thi Ngoc Tho Nguyen, Douglas L. Jones, Woon Seng Gan
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|
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| 4:30 |
Poster highlights |
|
The short highlight videos will be cast on virtual platform by the organizers. The 15-minute presentation videos and Q&A fora can be accessed at any time during the workshop.
List of posters
|
|
| 6:00 |
Keynote I
(2nd play) |
|
Mounya Elhilali
Johns Hopkins University, Department of Electrical and Computer Engineering
Active listening in everyday soundscapes
Abstract & bio
|
|
| 7:00 |
* Oral session II (2nd play) |
|
Sound Event Detection and Localization II
(Session Co-Chairs: Yasunori Ohishi and Tuomas Virtanen)
|
L05
|
On multitask loss function for audio event detection and localization
Huy Phan, Lam Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
|
|
L06
|
Event-independent network for polyphonic sound event localization and detection
Yin Cao, Turab Iqbal, Qiuqiang Kong, Yue Zhong, Wenwu Wang, Mark D. Plumbley
|
|
L07
|
A multi-resolution approach to sound event detection in DCASE 2020 Task4
Diego de Benito-Gorron, Daniel Ramos, Doroteo T. Toledano
|
|
L08
|
Training sound event detection on a heterogeneous dataset
Nicolas Turpault, Romain Serizel
|
|
|
|
End of day1 |
|
The 15-minute presentation videos and Q&A fora can be accessed at any time during the workshop.
|
|
|
|
Day2 |
| 16:10 |
* Welcome |
|
Yohei Kawaguchi
Hitachi, Ltd.
|
|
| 16:20 |
* Keynote II
(1st play) |
|
Shin'ichi Satoh
National Institute of Informatics
How benchmarks work for visual recognition research? --
Historical review and future prospects
Abstract & bio
|
|
| 17:20 |
* Oral session III (1st play) |
|
Scene Classification and Anomalous Sound Detection I
(Session Co-Chairs: Yuma Koizumi and Gordon Wichern)
|
L09
|
Group masked autoencoder based density estimator for audio anomaly detection
Ritwik Giri, Fangzhou Cheng, Karim Helwani, Srikanth V. Tenneti, Umut Isik, Arvindh Krishnaswamy
|
|
L10
|
Detection of anomalous sounds for machine condition monitoring using classification confidence
Tadanobu Inoue, Phongtharin Vinayavekhin, Shu Morikuni, Shiqiang Wang, Tuan Hoang Trong, David Wood, Michiaki Tatsubori, Ryuki Tachibana
|
|
L11
|
Acoustic scene classification with spectrogram processing strategies
Helin Wang, Yuexian Zou, Dading Chong
|
|
L12
|
Searching for efficient network architectures for acoustic scene classification
Yuzhong Wu, Tan Lee
|
|
|
| 18:50 |
Poster highlights |
|
The short highlight videos will be cast on virtual platform by the organizers. The 15-minute presentation videos and Q&A fora can be accessed at any time during the workshop.
List of posters
|
|
| 21:00 |
* Oral session IV (1st play) |
|
Audio Captioning
(Session Co-Chairs: Il-Young Jeong and Tatsuya Komatsu)
|
L16
|
Effects of word-frequency based pre- and post- processings for audio captioning
Daiki Takeuchi, Yuma Koizumi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
|
|
L17
|
Multi-task regularization based on infrequent classes for audio captioning
Emre Çakir, Konstantinos Drossos, Tuomas Virtanen
|
|
L18
|
Temporal sub-sampling of audio feature sequences for automated audio captioning
Khoa Nguyen, Konstantinos Drossos, Tuomas Virtanen
|
|
|
| 22:10 |
* Oral session V (1st play) |
|
Scene Classification and Anomalous Sound Detection II
(Session Co-Chairs: Sakiko Mishima and Nobutaka Ono)
|
L13
|
Low-complexity models for acoustic scene classification based on receptive field regularization and frequency damping
Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer
|
|
L14
|
ID-Conditioned auto-encoder for unsupervised anomaly detection
Sławomir Kapka
|
|
L15
|
Anomalous sound detection as a simple binary classification problem with careful selection of proxy outlier examples
Paul Primus, Verena Haunschmid, Patrick Praher, Gerhard Widmer
|
|
|
| 23:20 |
* Virtual tour II |
|
Tokyo: A city of old and new
|
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