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Transfer learning for music classification and regression tasks

27 March 2017

Papers citing "Transfer learning for music classification and regression tasks"

39 / 89 papers shown

Title
Audio Content Analysis Alexander Lerch 44 0 0 01 Jan 2021
Transfer Learning for Improving Singing-voice Detection in Polyphonic Instrumental Music Yuanbo Hou Frank Soong Jian Luan Shengchen Li 75 11 0 11 Aug 2020
Metric Learning vs Classification for Disentangled Music Representation Learning Jongpil Lee Nicholas J. Bryan Justin Salamon Zeyu Jin Juhan Nam DML DRL 43 32 0 09 Aug 2020
dMelodies: A Music Dataset for Disentanglement Learning Ashis Pati Francesco Ferroni Alexander Lerch CoGe DRL 58 10 0 29 Jul 2020
Rethinking CNN Models for Audio Classification Kamalesh Palanisamy Dipika Singhania Angela Yao SSL 81 145 0 22 Jul 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations Xavier Favory Konstantinos Drossos Tuomas Virtanen Xavier Serra 126 32 0 15 Jun 2020
Towards Cover Song Detection with Siamese Convolutional Neural Networks Marko Stamenovic AAML 30 4 0 20 May 2020
Search Result Clustering in Collaborative Sound Collections Xavier Favory F. Font Xavier Serra 25 5 0 08 Apr 2020
Minimax optimal approaches to the label shift problem in non-parametric settings Subha Maity Yuekai Sun Moulinath Banerjee 52 23 0 23 Mar 2020
TensorFlow Audio Models in Essentia Pablo Alonso-Jiménez Dmitry Bogdanov Jordi Pons Xavier Serra VLM 108 22 0 16 Mar 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 209 1,090 0 21 Dec 2019
Machine learning for music genre: multifaceted review and experimentation with audioset Jaime Ramírez M. Flores VLM 58 54 0 28 Nov 2019
Random Projections of Mel-Spectrograms as Low-Level Features for Automatic Music Genre Classification J. Foleiss Tiago Tavares VLM 22 0 0 12 Nov 2019
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques Hsiao-Tzu Hung Chung-Yang Wang Yi-Hsuan Yang Hsin-Min Wang 53 19 0 26 Aug 2019
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training Chris Donahue H. H. Mao Yiting Li G. Cottrell Julian McAuley 94 119 0 10 Jul 2019
Representation Learning of Music Using Artist, Album, and Track Information Jongpil Lee Jiyoung Park Juhan Nam 43 13 0 27 Jun 2019
Audio-Based Music Classification with DenseNet And Data Augmentation Wenhao Bian Jie Wang Bojin Zhuang Jiankui Yang Shaojun Wang Jing Xiao 29 23 0 15 Jun 2019
Toward Interpretable Music Tagging with Self-Attention Minz Won Sanghyuk Chun Xavier Serra ViT 74 82 0 12 Jun 2019
Transfer Learning for Nonparametric Classification: Minimax Rate and Adaptive Classifier AI T.TONYC EI Hongjiw 74 98 0 07 Jun 2019
Texture Selection for Automatic Music Genre Classification J. Foleiss Tiago Tavares 18 30 0 28 May 2019
Transferable Knowledge for Low-cost Decision Making in Cloud Environments F. Samreen G. Blair Yehia El-khatib 20 9 0 07 May 2019
Are Nearby Neighbors Relatives?: Testing Deep Music Embeddings Jaehun Kim Julián Urbano Cynthia C. S. Liem Alan Hanjalic 31 0 0 15 Apr 2019
Enhancing Music Features by Knowledge Transfer from User-item Log Data Donmoon Lee Jaejun Lee Jeongsoon Park Kyogu Lee 40 6 0 07 Mar 2019
Multitask Learning for Polyphonic Piano Transcription, a Case Study Rainer Kelz Sebastian Böck Gerhard Widmer 149 9 0 12 Feb 2019
Bottom-up Broadcast Neural Network For Music Genre Classification Caifeng Liu Lin Feng Guochao Liu Huibing Wang Sheng-lan Liu 64 108 0 24 Jan 2019
Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data Harshita Seth Pulkit Kumar Muktabh Mayank Srivastava 136 12 0 12 Jan 2019
Training neural audio classifiers with few data Jordi Pons Joan Serrà Xavier Serra 102 57 0 24 Oct 2018
Towards an efficient deep learning model for musical onset detection Rong Gong Xavier Serra 40 6 0 18 Jun 2018
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features Hongru Liang Haozheng Wang Jun Wang Shaodi You Zhe Sun Jinmao Wei Zhenglu Yang 27 6 0 05 Jun 2018
Randomly weighted CNNs for (music) audio classification Jordi Pons Xavier Serra 79 86 0 01 May 2018
Deep Layered Learning in MIR Anders Elowsson 46 4 0 18 Apr 2018
One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies Jaehun Kim Julián Urbano Cynthia C. S. Liem Alan Hanjalic 155 47 0 12 Feb 2018
Towards Deep Modeling of Music Semantics using EEG Regularizers F. Raposo David Martins de Matos Ricardo Ribeiro Suhua Tang Yi Yu 67 5 0 14 Dec 2017
DLR : Toward a deep learned rhythmic representation for music content analysis Yeon-ju Jeong Keunwoo Choi Hosan Jeong 106 4 0 14 Dec 2017
Listening to the World Improves Speech Command Recognition B. McMahan D. Rao 102 38 0 23 Oct 2017
Representation Learning of Music Using Artist Labels Jiyoung Park Jongpil Lee Jangyeon Park Jung-Woo Ha Juhan Nam SSL 57 63 0 18 Oct 2017
A Tutorial on Deep Learning for Music Information Retrieval Keunwoo Choi Gyorgy Fazekas Kyunghyun Cho Mark Sandler VLM 169 91 0 13 Sep 2017
The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging Keunwoo Choi Gyorgy Fazekas Kyunghyun Cho Mark Sandler NoLa 85 8 0 07 Jun 2017
Recognizing Dynamic Scenes with Deep Dual Descriptor based on Key Frames and Key Segments Sungeun Hong J. Ryu Woobin Im H. Yang 22 32 0 15 Feb 2017