Pre-Training Strategies Using Contrastive Learning and Playlist
Information for Music Classification and Similarity

Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity

24 April 2023

Pablo Alonso-Jiménez

Hadrien Foroughmand

Grigoris Bourdalas

Xavier Serra

Dmitry Bogdanov

Papers citing "Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity"

8 / 8 papers shown

Title
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 20 0 0 17 Sep 2024
On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations Matthew C. McCallum Matthew E. P. Davies Florian Henkel Jaehun Kim Samuel E. Sandberg 33 6 0 17 Jan 2024
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks Christos Plachouras Pablo Alonso-Jiménez Dmitry Bogdanov 26 4 0 10 Dec 2023
A Foundation Model for Music Informatics Minz Won Yun-Ning Hung Duc Le 54 20 0 06 Nov 2023
Efficient Supervised Training of Audio Transformers for Music Representation Learning Pablo Alonso-Jiménez Xavier Serra Dmitry Bogdanov ViT 29 3 0 28 Sep 2023
Codified audio language modeling learns useful representations for music information retrieval Rodrigo Castellon Chris Donahue Percy Liang 76 86 0 12 Jul 2021
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,450 0 18 Mar 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,244 0 16 Jan 2013