Sound Event Detection and Separation: a Benchmark on Desed Synthetic
Soundscapes

Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes

2 November 2020

Nicolas Turpault

Eduardo Fonseca

Prem Seetharaman

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Papers citing "Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes"

13 / 13 papers shown

Title
Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks F. D. Gonzalez-Martinez J. J. Carabias-Orti F. J. Canadas-Quesada N. Ruiz-Reyes D. Martinez-Munoz S. Garcia-Galan 48 4 0 31 Oct 2024
Exploring Text-Queried Sound Event Detection with Audio Source Separation Han Yin Jisheng Bai Yang Xiao Hui Wang Siqi Zheng Yafeng Chen Rohan Kumar Das Chong Deng Jianfeng Chen 106 4 0 20 Sep 2024
Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet Satvik Venkatesh Arthur Benilov Philip Coleman Frederic Roskam 77 6 0 27 Feb 2024
Towards Weakly Supervised Text-to-Audio Grounding Xuenan Xu Ziyang Ma Mengyue Wu Kai Yu AI4TS 81 9 0 05 Jan 2024
SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network Yuhang He Zhuangzhuang Dai Long Chen Niki Trigoni Andrew Markham 77 0 0 26 Dec 2023
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection Yunhao Liang Yanhua Long Yijie Li Jiaen Liang 41 3 0 04 Mar 2022
A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes Francesca Ronchini Romain Serizel 66 14 0 03 Feb 2022
Threshold Independent Evaluation of Sound Event Detection Scores Janek Ebbers Romain Serizel Reinhold Haeb-Umbach 76 43 0 31 Jan 2022
Computational bioacoustics with deep learning: a review and roadmap D. Stowell 92 259 0 13 Dec 2021
Couple Learning for semi-supervised sound event detection Ruijie Tao Long Yan Kazushige Ouchi Xiangdong Wang 53 2 0 12 Oct 2021
Self-training with noisy student model and semi-supervised loss function for dcase 2021 challenge task 4 Nam Kyun Kim Hyeongju Kim 55 12 0 06 Jul 2021
Self-Supervised Learning from Automatically Separated Sound Scenes Eduardo Fonseca A. Jansen D. Ellis Scott Wisdom Marco Tagliasacchi J. Hershey Manoj Plakal Shawn Hershey R. C. Moore Xavier Serra SSL 81 13 0 05 May 2021
Semi-Supervised NMF-CNN For Sound Event Detection T. K. Chan C. Chin Ye Li 43 18 0 02 Jul 2020