notesum.ai

Published at November 25

Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach

cs.IR

cs.AI

cs.CV

Released Date: November 25, 2024

Authors: Elona Shatri¹, Daniel Raymond¹, George Fazekas

Aff.: ¹Centre for Digital Music, Queen Mary University of London, London, UK

Arxiv: http://arxiv.org/abs/2411.16408v1

Refer to caption

Samples per class	Base- line [15]	Number of augmentations
Samples per class	Base- line [15]	0	1	2	5	10	20
1	67.2	60.7	64.0	65.5	65.1	61.6	65.1
3	-	77.1	76.8	77.9	77.4	77.0	76.3
5	82.0	79.8	81.4	81.6	81.4	81.9	81.9
10	86.9	86.1	85.9	86.5	87.5	87.7	87.3