Contrastive Learning of General-Purpose Audio Representations

21 October 2020

Papers citing "Contrastive Learning of General-Purpose Audio Representations"

23 / 73 papers shown

Title
Cross-Lingual Phrase Retrieval Heqi Zheng Xiao Zhang Zewen Chi Heyan Huang T. Yan Tian Lan Wei Wei Xian-Ling Mao RALM LRM 32 3 0 19 Apr 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino SSL 36 53 0 15 Apr 2022
DeLoRes: Decorrelating Latent Spaces for Low-Resource Audio Representation Learning Sreyan Ghosh Ashish Seth and Deepak Mittal Maneesh Singh S. Umesh SSL 27 6 0 25 Mar 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 35 106 0 02 Mar 2022
Robust Contrastive Learning against Noisy Views Ching-Yao Chuang R. Devon Hjelm Xin Wang Vibhav Vineet Neel Joshi Antonio Torralba Stefanie Jegelka Ya-heng Song NoLa 13 68 0 12 Jan 2022
Self-Supervised Beat Tracking in Musical Signals with Polyphonic Contrastive Learning Dorian Desblancs SSL 21 2 0 05 Jan 2022
Max-Margin Contrastive Learning Anshul B. Shah S. Sra Ramalingam Chellappa A. Cherian SSL 34 44 0 21 Dec 2021
Computational bioacoustics with deep learning: a review and roadmap D. Stowell 32 235 0 13 Dec 2021
Shennong: a Python toolbox for audio speech features extraction Mathieu Bernard Maxime Poli Julien Karadayi Emmanuel Dupoux 18 5 0 10 Dec 2021
Towards Learning Universal Audio Representations Luyu Wang Pauline Luc Yan Wu Adrià Recasens Lucas Smaira ... Andrew Jaegle Jean-Baptiste Alayrac Sander Dieleman João Carreira Aaron van den Oord SSL 29 68 0 23 Nov 2021
EfficientWord-Net: An Open Source Hotword Detection Engine based on One-shot Learning R. Chidhambararajan Aman Rangaur S. C. Sethuraman 14 4 0 31 Oct 2021
SSAST: Self-Supervised Audio Spectrogram Transformer Yuan Gong Cheng-I Jeff Lai Yu-An Chung James R. Glass ViT 38 268 0 19 Oct 2021
DECAR: Deep Clustering for learning general-purpose Audio Representations Sreyan Ghosh Sandesh V Katta Ashish Seth S. Umesh SSL 36 12 0 17 Oct 2021
Multi-Modal Pre-Training for Automated Speech Recognition David M. Chan Shalini Ghosh D. Chakrabarty Björn Hoffmeister SSL 24 16 0 12 Oct 2021
Universal Paralinguistic Speech Representations Using Self-Supervised Conformers Joel Shor A. Jansen Wei Han Daniel S. Park Yu Zhang SSL AI4TS 43 54 0 09 Oct 2021
Adaptive Multi-layer Contrastive Graph Neural Networks S. Shi Pengfei Xie Xu Luo Kai Qiao Linyuan Wang Jian Chen B. Yan OOD 19 5 0 29 Sep 2021
Coherent, super resolved radar beamforming using self-supervised learning Itai Orr Moshik Cohen Harel Damari M. Halachmi Z. Zalevsky 33 14 0 21 Jun 2021
Do We Really Need to Learn Representations from In-domain Data for Outlier Detection? Zhisheng Xiao Qing Yan Y. Amit OOD UQCV 20 18 0 19 May 2021
One Billion Audio Sounds from GPU-enabled Modular Synthesis Joseph P. Turian Jordie Shier George Tzanetakis K. McNally Max Henry 21 22 0 27 Apr 2021
Contrastive Learning of Musical Representations Janne Spijkervet J. Burgoyne 36 111 0 17 Mar 2021
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino SSL 38 175 0 11 Mar 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 104 144 0 02 Feb 2021
Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding Shohreh Deldari Daniel V. Smith Hao Xue Flora D. Salim AI4TS 27 107 0 28 Nov 2020