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2306.06461
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Semi-supervsied Learning-based Sound Event Detection using Freuqency Dynamic Convolution with Large Kernel Attention for DCASE Challenge 2023 Task 4
10 June 2023
Ji Woon Kim
Sangho Son
Yoon-Gue Song
Hyeongju Kim
Ilhyeon Song
Jeong Eun Lim
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Papers citing
"Semi-supervsied Learning-based Sound Event Detection using Freuqency Dynamic Convolution with Large Kernel Attention for DCASE Challenge 2023 Task 4"
12 / 12 papers shown
Title
Exploring the Potential of SSL Models for Sound Event Detection
Hanfang Cui
Longfei Song
Li Li
Dongxing Xu
Yanhua Long
93
0
0
17 May 2025
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection
Hyeonuk Nam
Yong-Hwa Park
54
0
0
17 Apr 2025
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data
Yuto Shibata
Keitaro Tanaka
Yoshiaki Bando
Keisuke Imoto
Hirokatsu Kataoka
Yoshimitsu Aoki
66
0
0
06 Apr 2025
JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection
Hyeonuk Nam
Yong-Hwa Park
80
1
0
28 Feb 2025
MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection
Pengfei Cai
Yan Song
Kang Li
Haoyu Song
Ian Mcloughlin
76
6
0
16 Aug 2024
Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training
Florian Schmid
Paul Primus
T. Morocutti
Jonathan Greif
Gerhard Widmer
103
6
0
17 Jul 2024
Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes
Hyeonuk Nam
D. Min
Seungdeok Choi
Inhan Choi
Yong-Hwa Park
64
3
0
22 Jun 2024
Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution
Hyeonuk Nam
Yong-Hwa Park
56
5
0
19 Jun 2024
Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection
Hyeonuk Nam
Seong-Hu Kim
D. Min
Junhyeok Lee
Yong-Hwa Park
71
3
0
08 Jun 2024
Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems
Francesca Ronchini
Romain Serizel
54
11
0
05 Oct 2023
Fine-tune the pretrained ATST model for sound event detection
Nian Shao
Xian Li
Xiaofei Li
70
27
0
15 Sep 2023
Post-Processing Independent Evaluation of Sound Event Detection Systems
Janek Ebbers
Reinhold Haeb-Umbach
Romain Serizel
74
7
0
27 Jun 2023
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