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Towards Learning Universal Audio Representations

Towards Learning Universal Audio Representations

23 November 2021
Luyu Wang
Pauline Luc
Yan Wu
Adrià Recasens
Lucas Smaira
Andrew Brock
Andrew Jaegle
Jean-Baptiste Alayrac
Sander Dieleman
João Carreira
Aaron van den Oord
    SSL
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Papers citing "Towards Learning Universal Audio Representations"

19 / 19 papers shown
Title
Myna: Masking-Based Contrastive Learning of Musical Representations
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
AudioRepInceptionNeXt: A lightweight single-stream architecture for efficient audio recognition
Kin Wai Lau
Yasar Abbas Ur Rehman
L. Po
33
1
0
21 Apr 2024
Efficient Supervised Training of Audio Transformers for Music
  Representation Learning
Efficient Supervised Training of Audio Transformers for Music Representation Learning
Pablo Alonso-Jiménez
Xavier Serra
Dmitry Bogdanov
ViT
24
3
0
28 Sep 2023
Looking Similar, Sounding Different: Leveraging Counterfactual
  Cross-Modal Pairs for Audiovisual Representation Learning
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
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
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation
Bac Nguyen
Stefan Uhlich
Fabien Cardinaux
SSL
31
3
0
07 Mar 2023
Low-Complexity Audio Embedding Extractors
Low-Complexity Audio Embedding Extractors
Florian Schmid
Khaled Koutini
Gerhard Widmer
16
4
0
03 Mar 2023
Contrastive Self-Supervised Learning for Skeleton Representations
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
Equivariant Self-Supervision for Musical Tempo Estimation
Elio Quinton
28
9
0
03 Sep 2022
Self-Supervised Speech Representation Learning: A Review
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
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
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
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation
Daisuke Niizumi
Daiki Takeuchi
Yasunori Ohishi
N. Harada
K. Kashino
24
65
0
26 Apr 2022
BYOL for Audio: Exploring Pre-trained General-purpose Audio
  Representations
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations
Daisuke Niizumi
Daiki Takeuchi
Yasunori Ohishi
N. Harada
K. Kashino
SSL
34
53
0
15 Apr 2022
A Study on Robustness to Perturbations for Representations of
  Environmental Sound
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
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
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
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
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
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