A Deeper Look at Sheet Music Composer Classification Using Self-Supervised Pretraining
This article studies a composer style classification task based on raw sheet music images. While previous works on composer recognition have relied exclusively on supervised learning, we explore the use of self-supervised pretraining methods that have been recently developed for natural language pro...
Main Authors: | Daniel Yang, Kevin Ji, TJ Tsai |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-02-01
|
Series: | Applied Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3417/11/4/1387 |
Similar Items
-
Self-Supervised Pretraining of Transformers for Satellite Image Time Series Classification
by: Yuan Yuan, et al.
Published: (2021-01-01) -
Nested Named Entity Recognition via an Independent-Layered Pretrained Model
by: Liruizhi Jia, et al.
Published: (2021-01-01) -
Pretraining Financial Text Encoder Enhanced by Lifelong Learning
by: Zhuang Liu, et al.
Published: (2020-01-01) -
Boosting Ship Detection in SAR Images With Complementary Pretraining Techniques
by: Wei Bao, et al.
Published: (2021-01-01) -
Investigating the Use of Pretrained Convolutional Neural Network on Cross-Subject and Cross-Dataset EEG Emotion Recognition
by: Yucel Cimtay, et al.
Published: (2020-04-01)