Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision

14 November 2019

Rif A. Saurous

Papers citing "Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision"

24 / 24 papers shown

Title
A Survey of Recent Advances and Challenges in Deep Audio-Visual Correlation Learning Luis Vilaca Yi Yu Paula Vinan 183 0 0 24 Nov 2024
Identifying Spatio-Temporal Drivers of Extreme Events Mohamad Hakam Shams Eddin Juergen Gall AI4TS 105 0 0 31 Oct 2024
Image and Video Tokenization with Binary Spherical Quantization Yue Zhao Yuanjun Xiong Philipp Krahenbuhl 94 24 0 11 Jun 2024
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation Lijun Yu José Lezama N. B. Gundavarapu Luca Versari Kihyuk Sohn ... Boqing Gong Ming-Hsuan Yang Irfan Essa David A. Ross Lu Jiang 126 325 0 09 Oct 2023
Human Activity Recognition Using Self-Supervised Representations of Wearable Data Maximilien Burq Niranjan Sridhar 91 0 0 26 Apr 2023
Egocentric Auditory Attention Localization in Conversations Fiona Ryan Hao Jiang Abhinav Shukla James M. Rehg V. Ithapu EgoV 65 16 0 28 Mar 2023
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation Efthymios Tzinis Scott Wisdom Tal Remez J. Hershey 111 30 0 20 Jul 2022
Multimodal Conversational AI: A Survey of Datasets and Approaches Anirudh S. Sundar Larry Heck 100 30 0 13 May 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 62 5 0 20 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 97 109 0 02 Mar 2022
Human Activity Recognition on wrist-worn accelerometers using self-supervised neural networks Niranjan Sridhar L. Myers 23 1 0 22 Dec 2021
Expedition: A System for the Unsupervised Learning of a Hierarchy of Concepts Omid Madani SSL 34 1 0 17 Dec 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 99 25 0 14 Oct 2021
Universal Paralinguistic Speech Representations Using Self-Supervised Conformers Joel Shor A. Jansen Wei Han Daniel S. Park Yu Zhang SSL AI4TS 129 59 0 09 Oct 2021
Attention Bottlenecks for Multimodal Fusion Arsha Nagrani Shan Yang Anurag Arnab A. Jansen Cordelia Schmid Chen Sun 111 574 0 30 Jun 2021
Improving On-Screen Sound Separation for Open-Domain Videos with Audio-Visual Self-Attention Efthymios Tzinis Scott Wisdom Tal Remez J. Hershey VLM 81 8 0 17 Jun 2021
Semi-Supervised Audio Representation Learning for Modeling Beehive Strengths Tony Zhang Szymon Zmyslony Sergei Nozdrenkov Matthew Smith Brandon Hopkins SSL 20 15 0 21 May 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 81 13 0 05 May 2021
Multimodal Self-Supervised Learning of General Audio Representations Luyu Wang Pauline Luc Adrià Recasens Jean-Baptiste Alayrac Aaron van den Oord SSL 137 41 0 26 Apr 2021
Broaden Your Views for Self-Supervised Video Learning Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Ross Hemsley ... Florent Altché M. Valko Jean-Bastien Grill Aaron van den Oord Andrew Zisserman SSL AI4TS 131 128 0 30 Mar 2021
Multi-Format Contrastive Learning of Audio Representations Luyu Wang Aaron van den Oord 95 59 0 11 Mar 2021
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds Efthymios Tzinis Scott Wisdom A. Jansen Shawn Hershey Tal Remez D. Ellis J. Hershey 81 71 0 02 Nov 2020
A Framework for Generative and Contrastive Learning of Audio Representations Prateek Verma J. Smith SSL 59 18 0 22 Oct 2020
Self-Supervised MultiModal Versatile Networks Jean-Baptiste Alayrac Adrià Recasens R. Schneider Relja Arandjelović Jason Ramapuram J. Fauw Lucas Smaira Sander Dieleman Andrew Zisserman SSL 175 375 0 29 Jun 2020