Learning Representations for New Sound Classes With Continual
Self-Supervised Learning

Learning Representations for New Sound Classes With Continual Self-Supervised Learning

15 May 2022

Xilin Jiang

Junkai Wu

Efthymios Tzinis

Mirco Ravanelli

Paris Smaragdis

Papers citing "Learning Representations for New Sound Classes With Continual Self-Supervised Learning"

6 / 6 papers shown

Title
Bridging Ears and Eyes: Analyzing Audio and Visual Large Language Models to Humans in Visible Sound Recognition and Reducing Their Sensory Gap via Cross-Modal Distillation Xilin Jiang Junkai Wu Vishal B. Choudhari N. Mesgarani VLM 30 0 0 11 May 2025
UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection Yang Xiao Rohan Kumar Das 42 3 0 04 Jul 2024
DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes Xilin Jiang Yinghao Aaron Li N. Mesgarani CLL 19 1 0 29 May 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
Representational Continuity for Unsupervised Continual Learning Divyam Madaan Jaehong Yoon Yuanchun Li Yunxin Liu Sung Ju Hwang CLL SSL 66 111 0 13 Oct 2021
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020