Multi-Format Contrastive Learning of Audio Representations

11 March 2021

Papers citing "Multi-Format Contrastive Learning of Audio Representations"

26 / 26 papers shown

Title
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 41 0 0 17 Sep 2024
Contrastive Learning from Synthetic Audio Doppelgängers Manuel Cherep Nikhil Singh 45 1 0 09 Jun 2024
AudioRepInceptionNeXt: A lightweight single-stream architecture for efficient audio recognition Kin Wai Lau Yasar Abbas Ur Rehman L. Po 51 1 0 21 Apr 2024
Exploring Self-Supervised Contrastive Learning of Spatial Sound Event Representation Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani SSL 37 1 0 27 Sep 2023
XAI-based Comparison of Input Representations for Audio Event Classification A. Frommholz Fabian Seipel Sebastian Lapuschkin Wojciech Samek Johanna Vielhaben AAML AI4TS 34 6 0 27 Apr 2023
Improving Speech Translation by Cross-Modal Multi-Grained Contrastive Learning Hao Zhang Nianwen Si Yaqi Chen Wenlin Zhang Xukui Yang Dan Qu Weiqiang Zhang 44 9 0 20 Apr 2023
One-Shot Acoustic Matching Of Audio Signals -- Learning to Hear Music In Any Room/ Concert Hall Prateek Verma C. Chafe J. Berger 24 1 0 27 Oct 2022
Supervised and Unsupervised Learning of Audio Representations for Music Understanding Matthew C. McCallum Filip Korzeniowski Sergio Oramas F. Gouyon Andreas F. Ehmann SSL 80 37 0 07 Oct 2022
An empirical study of weakly supervised audio tagging embeddings for general audio representations Heinrich Dinkel Zhiyong Yan Yongqing Wang Junbo Zhang Yujun Wang 43 1 0 30 Sep 2022
SampleMatch: Drum Sample Retrieval by Musical Context Stefan Lattner 32 7 0 01 Aug 2022
Masked Spectrogram Prediction For Self-Supervised Audio Pre-Training Dading Chong Helin Wang Peilin Zhou Qingcheng Zeng 41 65 0 27 Apr 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 32 19 0 26 Apr 2022
A Study on Robustness to Perturbations for Representations of Environmental Sound Sangeeta Srivastava Ho-Hsiang Wu Joao Rulff Magdalena Fuentes M. Cartwright Claudio Silva Anish Arora J. P. Bello 30 5 0 20 Mar 2022
Learning Audio Representations with MLPs Mashrur M. Morshed Ahmad Omar Ahsan H. Mahmud Md. Kamrul Hasan 35 4 0 16 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 45 106 0 02 Mar 2022
Robust Contrastive Learning against Noisy Views Ching-Yao Chuang R. Devon Hjelm Xin Eric Wang Vibhav Vineet Neel Joshi Antonio Torralba Stefanie Jegelka Ya-heng Song NoLa 16 68 0 12 Jan 2022
Self-Supervised Beat Tracking in Musical Signals with Polyphonic Contrastive Learning Dorian Desblancs SSL 30 2 0 05 Jan 2022
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 39 68 0 23 Nov 2021
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks Sangeeta Srivastava Yun Wang Andros Tjandra Anurag Kumar Chunxi Liu Kritika Singh Yatharth Saraf SSL 38 24 0 14 Oct 2021
The Impact of Spatiotemporal Augmentations on Self-Supervised Audiovisual Representation Learning Haider Al-Tahan Y. Mohsenzadeh SSL AI4TS 39 0 0 13 Oct 2021
Attention is All You Need? Good Embeddings with Statistics are enough:Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or .... Prateek Verma AI4TS 32 2 0 07 Oct 2021
Cross-domain Semi-Supervised Audio Event Classification Using Contrastive Regularization Donmoon Lee Kyogu Lee 25 3 0 29 Sep 2021
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang Daniel S. Park Wei Han James Qin Anmol Gulati ... Zhifeng Chen Quoc V. Le Chung-Cheng Chiu Ruoming Pang Yonghui Wu SSL 34 175 0 27 Sep 2021
OPT: Omni-Perception Pre-Trainer for Cross-Modal Understanding and Generation Jing Liu Xinxin Zhu Fei Liu Longteng Guo Zijia Zhao ... Weining Wang Hanqing Lu Shiyu Zhou Jiajun Zhang Jinqiao Wang 39 37 0 01 Jul 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 44 13 0 05 May 2021
Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking Andrew N. Carr Quentin Berthet Mathieu Blondel O. Teboul Neil Zeghidour SSL 29 24 0 17 Mar 2021