Audio Barlow Twins: Self-Supervised Audio Representation Learning

Audio Barlow Twins: Self-Supervised Audio Representation Learning

28 September 2022

Bjorn W. Schuller

Papers citing "Audio Barlow Twins: Self-Supervised Audio Representation Learning"

10 / 10 papers shown

Title
Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning Yuhan Liu Lin Ning Neo Wu Karan Singhal Philip Mansfield D. Berlowitz Sushant Prakash Bradley Green SSL 49 0 0 02 May 2025
Scaling up masked audio encoder learning for general audio classification Heinrich Dinkel Zhiyong Yan Yongqing Wang Junbo Zhang Yujun Wang Bin Wang 22 2 0 11 Jun 2024
Noise robust distillation of self-supervised speech models via correlation metrics Fabian Ritter Gutierrez Kuan-Po Huang Dianwen Ng Jeremy H. M. Wong Hung-yi Lee Chng Eng Siong Nancy F. Chen 16 1 0 19 Dec 2023
Understanding Self-Supervised Learning of Speech Representation via Invariance and Redundancy Reduction Yusuf Brima U. Krumnack Simone Pika Gunther Heidemann SSL 19 0 0 07 Sep 2023
PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective Alain Riou Stefan Lattner Gaëtan Hadjeres Geoffroy Peeters 13 12 0 05 Sep 2023
BYOL-S: Learning Self-supervised Speech Representations by Bootstrapping Gasser Elbanna Neil Scheidwasser M. Kegler P. Beckmann Karl El Hajal Milos Cernak SSL 24 21 0 24 Jun 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 292 5,761 0 29 Apr 2021
Understanding self-supervised Learning Dynamics without Contrastive Pairs Yuandong Tian Xinlei Chen Surya Ganguli SSL 138 278 0 12 Feb 2021
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 110 56 0 19 Oct 2020