Unsupervised Contrastive Learning of Sound Event Representations

Unsupervised Contrastive Learning of Sound Event Representations

15 November 2020

Eduardo Fonseca

Kevin McGuinness

Noel E. O'Connor

Xavier Serra

Papers citing "Unsupervised Contrastive Learning of Sound Event Representations"

13 / 13 papers shown

Title
Self-Supervised Learning for Few-Shot Bird Sound Classification Ilyass Moummad Romain Serizel Nicolas Farrugia SSL 11 9 0 25 Dec 2023
Exploring Self-Supervised Contrastive Learning of Spatial Sound Event Representation Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani SSL 8 1 0 27 Sep 2023
Pengi: An Audio Language Model for Audio Tasks Soham Deshmukh Benjamin Elizalde Rita Singh Huaming Wang MLLM AuLLM 30 155 0 19 May 2023
Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning Nikhil Singh Chih-Wei Wu Iroro Orife Mahdi M. Kalayeh 23 2 0 12 Apr 2023
Leveraging Neural Representations for Audio Manipulation Scott H. Hawley C. Steinmetz 14 2 0 10 Apr 2023
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation Bac Nguyen Stefan Uhlich Fabien Cardinaux SSL 26 3 0 07 Mar 2023
Self-supervised learning of audio representations using angular contrastive loss Shanshan Wang S. Tripathy A. Mesaros SSL 13 4 0 10 Nov 2022
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino 11 65 0 26 Apr 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino SSL 23 53 0 15 Apr 2022
Audio Self-supervised Learning: A Survey Shuo Liu Adria Mallol-Ragolta Emilia Parada-Cabeleiro Kun Qian Xingshuo Jing Alexander Kathan Bin Hu Bjoern W. Schuller SSL 22 106 0 02 Mar 2022
SpliceOut: A Simple and Efficient Audio Augmentation Method Arjit Jain Pranay Reddy Samala Deepak Mittal P. Jyothi M. Singh 16 10 0 30 Sep 2021
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino SSL 6 175 0 11 Mar 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020