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1802.04051
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One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies
12 February 2018
Jaehun Kim
Julián Urbano
Cynthia C. S. Liem
Alan Hanjalic
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Papers citing
"One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategies"
16 / 16 papers shown
Efficient Supervised Training of Audio Transformers for Music Representation Learning
International Society for Music Information Retrieval Conference (ISMIR), 2023
Pablo Alonso-Jiménez
Xavier Serra
Dmitry Bogdanov
ViT
278
9
0
28 Sep 2023
Towards Contrastive Learning in Music Video Domain
Karel Veldkamp
Mariya Hendriksen
Zoltán Szlávik
Alexander Keijser
SSL
261
3
0
01 Sep 2023
Pre-Training Strategies Using Contrastive Learning and Playlist Information for Music Classification and Similarity
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Pablo Alonso-Jiménez
Xavier Favory
Hadrien Foroughmand
Grigoris Bourdalas
Xavier Serra
T. Lidy
Dmitry Bogdanov
240
8
0
24 Apr 2023
Improving Content Retrievability in Search with Controllable Query Generation
The Web Conference (WWW), 2023
Gustavo Penha
Enrico Palumbo
Maryam Aziz
Alice Wang
Hugues Bouchard
319
17
0
21 Mar 2023
Supervised and Unsupervised Learning of Audio Representations for Music Understanding
International Society for Music Information Retrieval Conference (ISMIR), 2022
Matthew C. McCallum
Filip Korzeniowski
Sergio Oramas
F. Gouyon
Andreas F. Ehmann
SSL
289
61
0
07 Oct 2022
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio Representation
IEEE International Conference on Multimedia and Expo (ICME), 2022
Jeong-Eun Choi
Seongwon Jang
Hyunsouk Cho
Sehee Chung
SSL
214
11
0
10 Jul 2022
Codified audio language modeling learns useful representations for music information retrieval
Rodrigo Castellon
Chris Donahue
Abigail Z. Jacobs
341
110
0
12 Jul 2021
BERT-like Pre-training for Symbolic Piano Music Classification Tasks
Yi-Hui Chou
I-Chun Chen
Chin-Jui Chang
Joann Ching
Yi-Hsuan Yang
344
28
0
12 Jul 2021
Multi-Task Self-Supervised Pre-Training for Music Classification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Ho-Hsiang Wu
Chieh-Chi Kao
Qingming Tang
Ming Sun
Brian McFee
J. P. Bello
Chao Wang
SSL
642
39
0
05 Feb 2021
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends
S. Latif
R. Rana
Sara Khalifa
Raja Jurdak
Junaid Qadir
Björn W. Schuller
AI4TS
453
93
0
02 Jan 2020
Generative Autoregressive Networks for 3D Dancing Move Synthesis from Music
IEEE Robotics and Automation Letters (RA-L), 2019
Hyemin Ahn
Jaehun Kim
Kihyun Kim
Songhwai Oh
GAN
271
48
0
11 Nov 2019
Multitask Learning for Polyphonic Piano Transcription, a Case Study
Rainer Kelz
Sebastian Böck
Gerhard Widmer
227
9
0
12 Feb 2019
Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks
Alexander Schindler
Martin Boyer
Andrew Lindley
D. Schreiber
Thomas Philipp
170
9
0
28 Nov 2018
Transfer Learning of Artist Group Factors to Musical Genre Classification
Jaehun Kim
Minz Won
Xavier Serra
Cynthia C. S. Liem
189
21
0
05 May 2018
Randomly weighted CNNs for (music) audio classification
Jordi Pons
Xavier Serra
266
91
0
01 May 2018
Learning Functional Causal Models with Generative Neural Networks
Hugo Jair Escalante
Sergio Escalera
Xavier Baro
Isabelle M Guyon
Umut Güçlü
Marcel van Gerven
CML
BDL
482
113
0
15 Sep 2017
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