FSD50K: An Open Dataset of Human-Labeled Sound Events

FSD50K: An Open Dataset of Human-Labeled Sound Events

1 October 2020

Eduardo Fonseca

Xavier Serra

Papers citing "FSD50K: An Open Dataset of Human-Labeled Sound Events"

17 / 67 papers shown

Title
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Kuan Po Huang Yuanbin Fu Yu Zhang Hung-yi Lee 14 28 0 30 Mar 2022
Learning Audio Representations with MLPs Mashrur M. Morshed Ahmad Omar Ahsan H. Mahmud Md. Kamrul Hasan 19 4 0 16 Mar 2022
Deep Convolutional Neural Network for Roadway Incident Surveillance Using Audio Data Zubayer Islam Mohamed Abdel-Aty 13 0 0 09 Mar 2022
A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes Francesca Ronchini Romain Serizel 24 14 0 03 Feb 2022
Wav2CLIP: Learning Robust Audio Representations From CLIP Ho-Hsiang Wu Prem Seetharaman Kundan Kumar J. P. Bello CLIP VLM 16 267 0 21 Oct 2021
Continual self-training with bootstrapped remixing for speech enhancement Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Anurag Kumar 18 16 0 19 Oct 2021
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks Darius Petermann G. Wichern Zhong-Qiu Wang Jonathan Le Roux 8 37 0 19 Oct 2021
Who calls the shots? Rethinking Few-Shot Learning for Audio Yu Wang Nicholas J. Bryan Justin Salamon M. Cartwright J. P. Bello VLM 11 25 0 18 Oct 2021
Attention is All You Need? Good Embeddings with Statistics are enough:Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or .... Prateek Verma AI4TS 16 2 0 07 Oct 2021
ARCA23K: An audio dataset for investigating open-set label noise Turab Iqbal Yin Cao A. Bailey Mark D. Plumbley Wenwu Wang 13 4 0 19 Sep 2021
One Billion Audio Sounds from GPU-enabled Modular Synthesis Joseph P. Turian Jordie Shier George Tzanetakis K. McNally Max Henry 19 22 0 27 Apr 2021
L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing E. Guizzo R. F. Gramaccioni Saeid Jamili Christian Marinoni Edoardo Massaro ... Marco Pennese Sveva Pepe Enrico Rocchi A. Uncini Danilo Comminiello 11 27 0 12 Apr 2021
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino SSL 22 175 0 11 Mar 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 99 144 0 02 Feb 2021
Unsupervised Contrastive Learning of Sound Event Representations Eduardo Fonseca Diego Ortego Kevin McGuinness Noel E. O'Connor Xavier Serra SSL 19 65 0 15 Nov 2020
What's All the FUSS About Free Universal Sound Separation Data? Scott Wisdom Hakan Erdogan D. Ellis Romain Serizel Nicolas Turpault Eduardo Fonseca Justin Salamon Prem Seetharaman J. Hershey 17 81 0 02 Nov 2020
A Framework for the Robust Evaluation of Sound Event Detection Cagdas Bilen Giacomo Ferroni Francesco Tuveri Juan Azcarreta Sacha Krstulović 32 162 0 18 Oct 2019