Self-Supervised Learning of Audio Representations from Permutations with
Differentiable Ranking

Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking

17 March 2021

Quentin Berthet

Mathieu Blondel

Papers citing "Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking"

15 / 15 papers shown

Title
Soft Condorcet Optimization for Ranking of General Agents Marc Lanctot Kate Larson Michael Kaisers Quentin Berthet I. Gemp Manfred Diaz Roberto-Rafael Maura-Rivero Yoram Bachrach Anna Koop Doina Precup 39 0 0 31 Oct 2024
Differentiable Clustering with Perturbed Spanning Forests Lawrence Stewart Francis R. Bach Felipe Llinares-López Quentin Berthet 21 8 0 25 May 2023
Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT K. Chen G. Wichern Franccois G. Germain Jonathan Le Roux AI4TS 32 0 0 04 Apr 2023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints Nina Shvetsova Felix Petersen Anna Kukleva Bernt Schiele Hilde Kuehne SSL 44 11 0 05 Jan 2023
BEATs: Audio Pre-Training with Acoustic Tokenizers Sanyuan Chen Yu-Huan Wu Chengyi Wang Shujie Liu Daniel C. Tompkins Zhuo Chen Furu Wei 38 254 0 18 Dec 2022
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes Marin Ballu Quentin Berthet 25 7 0 18 Nov 2022
Learning Music Representations with wav2vec 2.0 Alessandro Ragano Emmanouil Benetos Andrew Hines 22 9 0 27 Oct 2022
pMCT: Patched Multi-Condition Training for Robust Speech Recognition Pablo Peso Parada A. Dobrowolska Karthikeyan P. Saravanan Mete Ozay 31 6 0 11 Jul 2022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data Shohreh Deldari Hao Xue Aaqib Saeed Jiayuan He Daniel V. Smith Flora D. Salim AI4TS 25 37 0 06 Jun 2022
HEAR: Holistic Evaluation of Audio Representations Joseph P. Turian Jordie Shier H. Khan Bhiksha Raj Björn W. Schuller ... P. Esling Pranay Manocha Shinji Watanabe Zeyu Jin Yonatan Bisk 31 99 0 06 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
Self-Supervised Beat Tracking in Musical Signals with Polyphonic Contrastive Learning Dorian Desblancs SSL 21 2 0 05 Jan 2022
SpliceOut: A Simple and Efficient Audio Augmentation Method Arjit Jain Pranay Reddy Samala Deepak Mittal P. Jyothi M. Singh 28 10 0 30 Sep 2021
There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning Nathan Grinsztajn Johan Ferret Olivier Pietquin Philippe Preux M. Geist SSL 23 13 0 08 Jun 2021
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 189 288 0 25 Jan 2020