Session II

Session II

 

LOW-COMPLEXITY CNNS FOR ACOUSTIC SCENE CLASSIFICATION
Arshdeep Singh, Mark D. Plumbley

Poster
P1
Spotlight Talk
14:30

Continual Learning For On-Device Environmental Sound Classification
Yang Xiao, Xubo Liu, James King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang

Poster
P2
Spotlight Talk
14:35

Model Training that Prioritizes Rare Overlapped Labels for Polyphonic Sound Event Detection
Rie Koga, Sawa Takamuku, Keisuke Imoto, Naotake Natori

Poster
P3

A HYBRID SYSTEM OF SOUND EVENT DETECTION TRANSFORMER AND FRAME-WISE MODEL FOR DCASE 2022 TASK 4
Yiming Li, Zhifang Guo, Zhirong Ye, Xiangdong Wang, Hong Liu, Yueliang Qian, 陶 瑞, Long Yan, Kazushige Ouchi

Poster
P4
Spotlight Talk
14:40

Impact of temporal resolution on convolutional recurrent networks for audio tagging and sound event detection
Wim Boes, Hugo Van hamme

Poster
P5

Latent and adversarial data augmentations for sound event detection and classification
David Perera, Slim Essid, Gaël Richard

Poster
P6
Spotlight Talk
14:45

Exploring eco-acoustic data with K-determinantal point processes
Mohamed Outidrarine, Pierre Baudet, Vincent Lostanlen, Mathieu Lagrange, Juan Sebastián Ulloa

Poster
P7
Spotlight Talk
14:50

Few-Shot Bioacoustic Event Detection: Enhanced Classifiers for Prototypical Networks
Ren Li, Jinhua Liang, Huy Phan

Poster
P8
Spotlight Talk
14:55

Analyzing the effect of equal-angle spatial discretization on sound event localization and detection
Saksham Singh Kushwaha, Iran R. Roman, Juan P. Bello

Poster
P9
Spotlight Talk
15:00

MIMII DG: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection for Domain Generalization Task
Kota Dohi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yuki Nikaido, Yohei Kawaguchi

Poster
P10
Spotlight Talk
15:05

A summarization approach to evaluating audio captioning
Irene Martin, Manu Harju, Annamaria Mesaros

Poster
P11
Spotlight Talk
15:10