Toward Interpretable Music Tagging with Self-Attention

12 June 2019

Xavier Serra

Papers citing "Toward Interpretable Music Tagging with Self-Attention"

28 / 28 papers shown

Title
A Closer Look at AUROC and AUPRC under Class Imbalance Matthew B. A. McDermott Lasse Hyldig Hansen Haoran Zhang Giovanni Angelotti Jack Gallifant 76 32 0 11 Jan 2024
Compact Generalized Non-local Network Kaiyu Yue Ming Sun Yuchen Yuan Feng Zhou Errui Ding Fuxin Xu 37 161 0 31 Oct 2018
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset Curtis Hawthorne Andriy Stasyuk Adam Roberts Ian Simon Cheng-Zhi Anna Huang Sander Dieleman Erich Elsen Jesse Engel Douglas Eck 273 449 0 29 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 94,511 0 11 Oct 2018
NSML: Meet the MLaaS platform with a real-world case study Hanjoo Kim Minkyu Kim Dongjoo Seo Jinwoong Kim Heungseok Park ... KyungHyun Kim Youngil Yang Youngkwan Kim Nako Sung Jung-Woo Ha 52 131 0 08 Oct 2018
Self-Attention Generative Adversarial Networks Han Zhang Ian Goodfellow Dimitris N. Metaxas Augustus Odena GAN 129 3,720 0 21 May 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 102 1,678 0 15 Feb 2018
Improving Generalization Performance by Switching from Adam to SGD N. Keskar R. Socher ODL 77 523 0 20 Dec 2017
NSML: A Machine Learning Platform That Enables You to Focus on Your Models Nako Sung Minkyu Kim Hyunwoo Jo Youngil Yang Jingwoong Kim ... Youngkwan Kim Gayoung Lee Donghyun Kwak Jung-Woo Ha Sunghun Kim 72 86 0 16 Dec 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 252 8,888 0 21 Nov 2017
End-to-end learning for music audio tagging at scale Jordi Pons Oriol Nieto Matthew Prockup Erik M. Schmidt Andreas F. Ehmann Xavier Serra 51 177 0 07 Nov 2017
Onsets and Frames: Dual-Objective Piano Transcription Curtis Hawthorne Erich Elsen Jialin Song Adam Roberts Ian Simon Colin Raffel Jesse Engel Sageev Oore Douglas Eck 142 280 0 30 Oct 2017
Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms Taejun Kim Jongpil Lee Juhan Nam 3DV 48 92 0 28 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 573 130,942 0 12 Jun 2017
Train longer, generalize better: closing the generalization gap in large batch training of neural networks Elad Hoffer Itay Hubara Daniel Soudry ODL 154 800 0 24 May 2017
The Marginal Value of Adaptive Gradient Methods in Machine Learning Ashia Wilson Rebecca Roelofs Mitchell Stern Nathan Srebro Benjamin Recht ODL 56 1,028 0 23 May 2017
Transfer learning for music classification and regression tasks Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 143 229 0 27 Mar 2017
Timbre Analysis of Music Audio Signals with Convolutional Neural Networks Jordi Pons Olga Slizovskaia Rong Gong E. Gómez Xavier Serra 38 113 0 20 Mar 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 113 2,136 0 09 Mar 2017
Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms Jongpil Lee Jiyoung Park Keunhyoung Luke Kim Juhan Nam 66 189 0 06 Mar 2017
Convolutional Recurrent Neural Networks for Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler Kyunghyun Cho 286 476 0 14 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 348 7,381 0 12 Sep 2016
Explaining Deep Convolutional Neural Networks on Music Classification Keunwoo Choi Gyorgy Fazekas Mark Sandler MGen 114 46 0 08 Jul 2016
Automatic tagging using deep convolutional neural networks Keunwoo Choi Gyorgy Fazekas Mark Sandler 122 329 0 01 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.7K 193,390 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,842 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.3K 100,202 0 04 Sep 2014
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 168 5,334 0 21 Nov 2012