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FSD50K: An Open Dataset of Human-Labeled Sound Events

1 October 2020

Xavier Serra

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

50 / 78 papers shown

Title
X-ARES: A Comprehensive Framework for Assessing Audio Encoder Performance Junbo Zhang Heinrich Dinkel Yadong Niu Chenyu Liu Si Cheng Anbei Zhao Jian Luan 150 0 0 22 May 2025
Large Language Models Implicitly Learn to See and Hear Just By Reading Prateek Verma Mert Pilanci 176 0 0 20 May 2025
AnyEnhance: A Unified Generative Model with Prompt-Guidance and Self-Critic for Voice Enhancement Junan Zhang Jing Yang Zihao Fang Yansen Wang Zehua Zhang Zhuo Wang Fan Fan Zhikai Wu 125 4 0 26 Jan 2025
Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement Jae-Sung Bae Anastasia Kuznetsova Dinesh Manocha John Hershey Trausti Kristjansson Minje Kim 113 0 0 23 Jan 2025
Audio-Language Datasets of Scenes and Events: A Survey Gijs Wijngaard Elia Formisano Michele Esposito M. Dumontier 149 2 0 10 Jan 2025
Gotta Hear Them All: Sound Source Aware Vision to Audio Generation Wei Guo Heng Wang Jianbo Ma Weidong Cai DiffM 153 5 0 23 Nov 2024
Do Audio-Language Models Understand Linguistic Variations? Ramaneswaran Selvakumar Sonal Kumar Hemant Kumar Giri Nishit Anand Ashish Seth Sreyan Ghosh Dinesh Manocha AuLLM VLM 116 1 0 21 Oct 2024
Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach Rory Young Nicolas Pugeault AAML 102 4 0 14 Oct 2024
Synthio: Augmenting Small-Scale Audio Classification Datasets with Synthetic Data Sreyan Ghosh Sonal Kumar Zhifeng Kong Rafael Valle Bryan Catanzaro Dinesh Manocha DiffM 104 3 0 02 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 78 3 0 20 Sep 2024
AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions Yun Wang Hangting Chen Dongchao Yang Zhiyong Wu Xixin Wu DiffM 88 2 0 19 Sep 2024
Enhancing Low-Resource Language and Instruction Following Capabilities of Audio Language Models Potsawee Manakul Guangzhi Sun Warit Sirichotedumrong Kasima Tharnpipitchai Kunat Pipatanakul AuLLM 86 7 0 17 Sep 2024
High-Resolution Speech Restoration with Latent Diffusion Model Tushar Dhyani Florian Lux Michele Mancusi Giorgio Fabbro Fritz Hohl Ngoc Thang Vu DiffM 110 0 0 17 Sep 2024
MambaFoley: Foley Sound Generation using Selective State-Space Models Marco Furio Colombo Francesca Ronchini Luca Comanducci Fabio Antonacci Mamba 63 1 0 13 Sep 2024
Salmon: A Suite for Acoustic Language Model Evaluation Gallil Maimon Amit Roth Yossi Adi ELM AuLLM 113 6 0 11 Sep 2024
WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling Shengpeng Ji Ziyue Jiang Xize Cheng Yifu Chen Minghui Fang ... Rongjie Huang Yidi Jiang Qian Chen Zhou Zhao Zhou Zhao VLM 119 43 0 29 Aug 2024
Audio xLSTMs: Learning Self-Supervised Audio Representations with xLSTMs Sarthak Yadav Sergios Theodoridis Zheng-Hua Tan 87 3 0 29 Aug 2024
Contrastive Learning from Synthetic Audio Doppelgängers Manuel Cherep Nikhil Singh 83 1 0 09 Jun 2024
Listenable Maps for Zero-Shot Audio Classifiers Francesco Paissan Luca Della Libera Mirco Ravanelli Cem Subakan 83 4 0 27 May 2024
Improving Sound Event Classification by Increasing Shift Invariance in Convolutional Neural Networks Eduardo Fonseca Andrés Ferraro Xavier Serra AI4TS 101 9 0 01 Jul 2021
The Benefit Of Temporally-Strong Labels In Audio Event Classification Shawn Hershey D. Ellis Eduardo Fonseca A. Jansen Caroline Liu Channing Moore Manoj Plakal 58 104 0 14 May 2021
USM-SED - A Dataset for Polyphonic Sound Event Detection in Urban Sound Monitoring Scenarios J. Abeßer 45 6 0 06 May 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 69 13 0 05 May 2021
Unsupervised Contrastive Learning of Sound Event Representations Eduardo Fonseca Diego Ortego Kevin McGuinness Noel E. O'Connor Xavier Serra SSL 68 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 69 82 0 02 Nov 2020
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context M. Cartwright J. Cramer Ana Elisa Méndez Méndez Yu Wang Ho-Hsiang Wu ... Graham Dove C. Mydlarz Justin Salamon O. Nov J. P. Bello 53 36 0 11 Sep 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 79 49 0 08 Jul 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations Xavier Favory Konstantinos Drossos Tuomas Virtanen Xavier Serra 105 32 0 15 Jun 2020
Are we done with ImageNet? Lucas Beyer Olivier J. Hénaff Alexander Kolesnikov Xiaohua Zhai Aaron van den Oord VLM 124 401 0 12 Jun 2020
Evaluation of CNN-based Automatic Music Tagging Models Minz Won Andrés Ferraro Dmitry Bogdanov Xavier Serra VLM 363 100 0 01 Jun 2020
Audio and Contact Microphones for Cough Detection Thomas Drugman J. Urbain N. Bauwens Ricardo Chessini A. Aubriot P. Lebecque Thierry Dutoit 18 33 0 10 May 2020
Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking Eduardo Fonseca Shawn Hershey Manoj Plakal D. Ellis A. Jansen R. C. Moore Xavier Serra NoLa 90 23 0 02 May 2020
VGGSound: A Large-scale Audio-Visual Dataset Honglie Chen Weidi Xie Andrea Vedaldi Andrew Zisserman 89 577 0 29 Apr 2020
Search Result Clustering in Collaborative Sound Collections Xavier Favory F. Font Xavier Serra 13 5 0 08 Apr 2020
Active Learning for Sound Event Detection Shuyang Zhao Toni Heittola Tuomas Virtanen 42 27 0 12 Feb 2020
Learning with Out-of-Distribution Data for Audio Classification Turab Iqbal Yin Cao Qiuqiang Kong Mark D. Plumbley Wenwu Wang OODD 31 17 0 11 Feb 2020
Limitations of weak labels for embedding and tagging Nicolas Turpault Romain Serizel Emmanuel Vincent 51 9 0 05 Feb 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 192 1,082 0 21 Dec 2019
VOICe: A Sound Event Detection Dataset For Generalizable Domain Adaptation Shayan Gharib Konstantinos Drossos Eemi Fagerlund Tuomas Virtanen 24 3 0 16 Nov 2019
OtoMechanic: Auditory Automobile Diagnostics via Query-by-Example Max Morrison Bryan Pardo 16 3 0 05 Nov 2019
Confident Learning: Estimating Uncertainty in Dataset Labels Curtis G. Northcutt Lu Jiang Isaac L. Chuang NoLa 149 692 0 31 Oct 2019
Model-agnostic Approaches to Handling Noisy Labels When Training Sound Event Classifiers Eduardo Fonseca F. Font Xavier Serra NoLa 69 9 0 26 Oct 2019
A Framework for the Robust Evaluation of Sound Event Detection Cagdas Bilen Giacomo Ferroni Francesco Tuveri Juan Azcarreta Sacha Krstulović 75 163 0 18 Oct 2019
A hybrid parametric-deep learning approach for sound event localization and detection A. Pérez-López Eduardo Fonseca Xavier Serra 115 6 0 27 Aug 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt Basel Alomair OODD 212 1,472 0 16 Jul 2019
Audio tagging with noisy labels and minimal supervision Eduardo Fonseca Manoj Plakal F. Font D. Ellis Xavier Serra 61 93 0 07 Jun 2019
A multi-room reverberant dataset for sound event localization and detection Sharath Adavanne Archontis Politis Tuomas Virtanen 48 111 0 21 May 2019
Universal Sound Separation Ilya Kavalerov Scott Wisdom Hakan Erdogan Brian Patton K. Wilson Jonathan Le Roux J. Hershey 44 187 0 08 May 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 113 1,715 0 13 Feb 2019
Do We Train on Test Data? Purging CIFAR of Near-Duplicates Björn Barz Joachim Denzler 67 97 0 01 Feb 2019