Title
Myna: Masking-Based Contrastive Learning of Musical Representations Ori Yonay Tracy Hammond Tianbao Yang AAML 51 0 0 20 Feb 2025
AudioRepInceptionNeXt: A lightweight single-stream architecture for efficient audio recognition Kin Wai Lau Yasar Abbas Ur Rehman L. Po 28 1 0 21 Apr 2024
Efficient Supervised Training of Audio Transformers for Music Representation Learning Pablo Alonso-Jiménez Xavier Serra Dmitry Bogdanov ViT 19 3 0 28 Sep 2023
Looking Similar, Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning Nikhil Singh Chih-Wei Wu Iroro Orife Mahdi M. Kalayeh 23 2 0 12 Apr 2023
Enhancing Unsupervised Audio Representation Learning via Adversarial Sample Generation Yulin Pan Xiangteng He Biao Gong Yuxin Peng Yiliang Lv SSL 19 0 0 15 Mar 2023
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation Bac Nguyen Stefan Uhlich Fabien Cardinaux SSL 26 3 0 07 Mar 2023
Low-Complexity Audio Embedding Extractors Florian Schmid Khaled Koutini Gerhard Widmer 11 4 0 03 Mar 2023
Contrastive Self-Supervised Learning for Skeleton Representations N. Lingg Miguel Sarabia Luca Zappella B. Theobald SSL 19 0 0 10 Nov 2022
Equivariant Self-Supervision for Musical Tempo Estimation Elio Quinton 28 9 0 03 Sep 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 124 344 0 21 May 2022
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino 10 5 0 17 May 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 9 19 0 26 Apr 2022
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino 19 65 0 26 Apr 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations Daisuke Niizumi Daiki Takeuchi Yasunori Ohishi N. Harada K. Kashino SSL 29 53 0 15 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 20 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 22 106 0 02 Mar 2022
Multimodal Self-Supervised Learning of General Audio Representations Luyu Wang Pauline Luc Adrià Recasens Jean-Baptiste Alayrac Aaron van den Oord SSL 70 41 0 26 Apr 2021
High-Performance Large-Scale Image Recognition Without Normalization Andrew Brock Soham De Samuel L. Smith Karen Simonyan VLM 220 510 0 11 Feb 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018