Contrastive Learning of Musical Representations

17 March 2021

Janne Spijkervet

Papers citing "Contrastive Learning of Musical Representations"

50 / 84 papers shown

Title
Learning Music Audio Representations With Limited Data Christos Plachouras Emmanouil Benetos Johan Pauwels 14 0 0 09 May 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao W. Wang Songruoyao Wu Jiaxing Yu K. Zhang MGen VGen 63 1 0 01 Apr 2025
Myna: Masking-Based Contrastive Learning of Musical Representations Ori Yonay Tracy Hammond Tianbao Yang AAML 51 0 0 20 Feb 2025
Estimating Musical Surprisal in Audio Mathias Rose Bjare Giorgia Cantisani Stefan Lattner Gerhard Widmer 39 0 0 13 Jan 2025
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 59 7 0 10 Jan 2025
Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures Alain Riou Antonin Gagnere Gaëtan Hadjeres Stefan Lattner Geoffroy Peeters 83 0 0 29 Nov 2024
Self-Supervised Multi-View Learning for Disentangled Music Audio Representations J. Wilkins Sivan Ding Magdalena Fuentes J. P. Bello 24 0 0 05 Nov 2024
Music Foundation Model as Generic Booster for Music Downstream Tasks Weihsiang Liao Yuhta Takida Yukara Ikemiya Zhi-Wei Zhong Chieh-Hsin Lai ... Stefan Uhlich Taketo Akama Woosung Choi Yuichiro Koyama Yuki Mitsufuji 41 0 0 02 Nov 2024
LC-Protonets: Multi-Label Few-Shot Learning for World Music Audio Tagging Charilaos Papaioannou Emmanouil Benetos Alexandros Potamianos 20 0 0 17 Sep 2024
Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks Amirhossein Nouranizadeh Fatemeh Tabatabaei Far Mohammad Rahmati AI4TS 19 1 0 22 Aug 2024
Music2Latent: Consistency Autoencoders for Latent Audio Compression Marco Pasini Stefan Lattner George Fazekas 19 6 0 12 Aug 2024
Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation Alain Riou Stefan Lattner Gaëtan Hadjeres Michael Anslow Geoffroy Peeters 24 2 0 05 Aug 2024
Towards Assessing Data Replication in Music Generation with Music Similarity Metrics on Raw Audio Roser Batlle-Roca Wei-Hsiang Liao Xavier Serra Yuki Mitsufuji Emilia Gómez 37 0 0 19 Jul 2024
Towards zero-shot amplifier modeling: One-to-many amplifier modeling via tone embedding control Yu-Hua Chen Yen-Tung Yeh Yuan-Chiao Cheng Jui-Te Wu Yu-Hsiang Ho J. Jang Yi-Hsuan Yang 22 5 0 15 Jul 2024
From Real to Cloned Singer Identification Dorian Desblancs Gabriel Meseguer-Brocal Romain Hennequin Manuel Moussallam 27 0 0 11 Jul 2024
STONE: Self-supervised Tonality Estimator Yuexuan Kong Vincent Lostanlen Gabriel Meseguer-Brocal Stella Wong Mathieu Lagrange Romain Hennequin 26 1 0 10 Jul 2024
SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond Marco Comunità Zhi-Wei Zhong Akira Takahashi Shiqi Yang Mengjie Zhao Koichi Saito Yukara Ikemiya Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji 47 2 0 25 Jun 2024
LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation Rebecca Salganik Xiaohao Liu Yunshan Ma Jian Kang Tat-Seng Chua CLL 24 2 0 20 Jun 2024
Contrastive Learning from Synthetic Audio Doppelgängers Manuel Cherep Nikhil Singh 24 1 0 09 Jun 2024
Self-Distillation Improves DNA Sequence Inference Tong Yu Lei Cheng Ruslan Khalitov Erland Brandser Olsson Zhirong Yang SyDa 27 0 0 14 May 2024
FedCCL: Federated Dual-Clustered Feature Contrast Under Domain Heterogeneity Yu Qiao Huy Q. Le Mengchun Zhang Apurba Adhikary Chaoning Zhang Choong Seon Hong FedML 27 7 0 14 Apr 2024
An Experimental Comparison Of Multi-view Self-supervised Methods For Music Tagging Gabriel Meseguer-Brocal Dorian Desblancs Romain Hennequin SSL 25 3 0 14 Apr 2024
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data Yu Qiao Chaoning Zhang Apurba Adhikary Choong Seon Hong FedML 25 5 0 10 Apr 2024
Toward Fully Self-Supervised Multi-Pitch Estimation Frank Cwitkowitz Zhiyao Duan 26 4 0 23 Feb 2024
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training Haesun Joung Kyogu Lee 14 0 0 27 Jan 2024
Exploring Musical Roots: Applying Audio Embeddings to Empower Influence Attribution for a Generative Music Model Julia Barnett Hugo Flores Garcia Bryan Pardo 29 6 0 25 Jan 2024
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search Matthew C. McCallum Florian Henkel Jaehun Kim Samuel E. Sandberg Matthew E. P. Davies 21 2 0 17 Jan 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
Singer Identity Representation Learning using Self-Supervised Techniques Bernardo Torres Stefan Lattner Gaël Richard SSL 24 8 0 10 Jan 2024
Multi-Task Multi-Agent Shared Layers are Universal Cognition of Multi-Agent Coordination Jiawei Wang Jian Zhao Zhengtao Cao Ruili Feng Rongjun Qin Yang Yu 11 1 0 25 Dec 2023
MART: Learning Hierarchical Music Audio Representations with Part-Whole Transformer D. Yao Jieming Zhu Ruiming Tang Shengyu Zhang Zhou Zhao Liqun Deng Wenqiao Zhang Zhenhua Dong Xin Jiang VOS AI4TS 17 1 0 11 Dec 2023
mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks Christos Plachouras Pablo Alonso-Jiménez Dmitry Bogdanov 16 4 0 10 Dec 2023
Unsupervised Musical Object Discovery from Audio Joonsu Gha Vincent Herrmann Benjamin Grewe Jürgen Schmidhuber Anand Gopalakrishnan OCL 33 4 0 13 Nov 2023
A Foundation Model for Music Informatics Minz Won Yun-Ning Hung Duc Le 52 18 0 06 Nov 2023
A cry for help: Early detection of brain injury in newborns Charles C. Onu Samantha Latremouille Arsenii Gorin Junhao Wang Innocent Udeogu ... O. Kehinde Muhammad A. Salisu Datonye Briggs Yoshua Bengio Doina Precup 40 2 0 12 Oct 2023
Efficient Supervised Training of Audio Transformers for Music Representation Learning Pablo Alonso-Jiménez Xavier Serra Dmitry Bogdanov ViT 19 3 0 28 Sep 2023
Exploring Self-Supervised Contrastive Learning of Spatial Sound Event Representation Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani SSL 8 1 0 27 Sep 2023
PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective Alain Riou Stefan Lattner Gaëtan Hadjeres Geoffroy Peeters 11 12 0 05 Sep 2023
MDSC: Towards Evaluating the Style Consistency Between Music and Dance Zixiang Zhou Weiyuan Li Baoyuan Wang 16 1 0 04 Sep 2023
Towards Contrastive Learning in Music Video Domain Karel Veldkamp Mariya Hendriksen Zoltán Szlávik Alexander Keijser SSL 11 2 0 01 Sep 2023
Emotion-Aligned Contrastive Learning Between Images and Music Shanti Stewart Kleanthis Avramidis Tiantian Feng Shrikanth Narayanan 16 0 0 24 Aug 2023
Finding Tori: Self-supervised Learning for Analyzing Korean Folk Song Danbinaerin Han Rafael Caro Repetto Dasaem Jeong 10 3 0 04 Aug 2023
On the Effectiveness of Speech Self-supervised Learning for Music Yi Ma Ruibin Yuan Yizhi Li Ge Zhang Xingran Chen ... Ruibo Liu Gus Xia Roger Dannenberg Yi-Ting Guo Jie Fu 12 10 0 11 Jul 2023
Audio Embeddings as Teachers for Music Classification Yiwei Ding Alexander Lerch 14 5 0 30 Jun 2023
Relating tSNE and UMAP to Classical Dimensionality Reduction Andrew Draganov Simon Dohn FAtt 17 4 0 20 Jun 2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation Ruibin Yuan Yi Ma Yizhi Li Ge Zhang Xingran Chen ... Si Liu Shi Wang Ruibo Liu Yi-Ting Guo Jie Fu 86 25 0 18 Jun 2023
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training Yizhi Li Ruibin Yuan Ge Zhang Yi Ma Xingran Chen ... Yemin Shi Wen-Fen Huang Zili Wang Yi-Ting Guo Jie Fu 20 104 0 31 May 2023
Learning Music Sequence Representation from Text Supervision Tianyu Chen Yuan Xie Shuai Zhang Shaohan Huang Haoyi Zhou Jianxin Li AI4TS 34 11 0 31 May 2023
Self-supervised learning for infant cry analysis Arsenii Gorin Cem Subakan Sajjad Abdoli Junhao Wang Samantha Latremouille Charles C. Onu 25 9 0 02 May 2023
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity Pablo Alonso-Jiménez Xavier Favory Hadrien Foroughmand Grigoris Bourdalas Xavier Serra T. Lidy Dmitry Bogdanov 21 6 0 24 Apr 2023