A Framework for the Robust Evaluation of Sound Event Detection

18 October 2019

Papers citing "A Framework for the Robust Evaluation of Sound Event Detection"

22 / 72 papers shown

Title
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection Yunhao Liang Yanhua Long Yijie Li Jiaen Liang 19 3 0 04 Mar 2022
A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes Francesca Ronchini Romain Serizel 40 14 0 03 Feb 2022
Threshold Independent Evaluation of Sound Event Detection Scores Janek Ebbers Romain Serizel Reinhold Haeb-Umbach 32 41 0 31 Jan 2022
The impact of non-target events in synthetic soundscapes for sound event detection Francesca Ronchini Romain Serizel Nicolas Turpault Samuele Cornell 32 21 0 28 Sep 2021
Heavily Augmented Sound Event Detection utilizing Weak Predictions Hyeonuk Nam Byeongil Ko Gyeong-Tae Lee Seong-Hu Kim Won-Ho Jung Sang-Min Choi Yong-Hwa Park 11 28 0 08 Jul 2021
Self-training with noisy student model and semi-supervised loss function for dcase 2021 challenge task 4 Nam Kyun Kim Hyeongju Kim 31 12 0 06 Jul 2021
Listen As You Wish: Audio based Event Detection via Text-to-Audio Grounding in Smart Cities Haoyu Tang Yunxiao Wang Jihua Zhu Shuai Zhang Mingzhu Xu Qinghai Zheng Yupeng Hu 26 1 0 27 Jun 2021
Audio Attacks and Defenses against AED Systems -- A Practical Study Rodrigo Augusto dos Santos Shirin Nilizadeh AAML 22 2 0 14 Jun 2021
Voice activity detection in the wild: A data-driven approach using teacher-student training Heinrich Dinkel Shuai Wang Xuenan Xu Mengyue Wu K. Yu VLM 11 32 0 10 May 2021
USM-SED - A Dataset for Polyphonic Sound Event Detection in Urban Sound Monitoring Scenarios J. Abeßer 25 6 0 06 May 2021
Audio-based cough counting using independent subspace analysis Paul Leamy Ted Burke Dan Barry David Dorran 16 0 0 14 Apr 2021
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events Xuenan Xu Heinrich Dinkel Mengyue Wu Kai Yu 19 25 0 23 Feb 2021
Semi-supervised Sound Event Detection using Random Augmentation and Consistency Regularization Xiaofei Li 12 1 0 30 Jan 2021
Towards duration robust weakly supervised sound event detection Heinrich Dinkel Mengyue Wu Kai Yu 11 48 0 19 Jan 2021
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes Nicolas Turpault Romain Serizel Scott Wisdom Hakan Erdogan J. Hershey Eduardo Fonseca Prem Seetharaman Justin Salamon 8 30 0 02 Nov 2020
Improving Sound Event Detection Metrics: Insights from DCASE 2020 Giacomo Ferroni Nicolas Turpault Juan Azcarreta Francesco Tuveri Romain Serizel Cagdas Bilen Sacha Krstulović 8 23 0 26 Oct 2020
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 22 435 0 01 Oct 2020
Improving Sound Event Detection In Domestic Environments Using Sound Separation Nicolas Turpault Scott Wisdom Hakan Erdogan J. Hershey Romain Serizel Eduardo Fonseca Prem Seetharaman Justin Salamon 24 47 0 08 Jul 2020
Training Sound Event Detection On A Heterogeneous Dataset Nicolas Turpault Romain Serizel 25 61 0 08 Jul 2020
Polyphonic sound event detection based on convolutional recurrent neural networks with semi-supervised loss function for DCASE challenge 2020 task 4 Nam Kyun Kim Hyeongju Kim 6 3 0 02 Jul 2020
Semi-Supervised NMF-CNN For Sound Event Detection T. K. Chan C. Chin Ye Li 12 17 0 02 Jul 2020
Voice activity detection in the wild via weakly supervised sound event detection Heinrich Dinkel Yefei Chen Mengyue Wu Kai Yu 12 2 0 27 Mar 2020