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Research

Publications: Miss Elona Shatri

Shatri E, Raymond D, Fazekas G ( 2025 ) . Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach . Conference: 2025 IEEE 6th International Conference on Image Processing, Applications and Systems (IPAS) vol. CFP2540Z-ART , 1 - 6 .
Shatri E, Palavala KR, Fazekas G ( 2024 ) . Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN . Conference: 2024 IEEE International Conference on Big Data (BigData) vol. 00 , 3208 - 3217 .
Shatri E, Fazekas G ( 2024 ) . Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation . Conference: International Conference on Knowledge Discovery and Information Retrieval ( Porto, Portugal ) from: 17/11/2024 to: 19/11/2024 ,
Walwadkar D, Shatri E, Fazekas G ( 2022 ) . CompldNet: Sheet Music Composer Identification using Deep Neural Network . https://arxiv.org/abs/2211.13285 . Conference: 4th International Workshop on Reading Music Systems ( Online ) from: 18/11/2022 to: 18/11/2022 ,
Shatri E, Fazekas G ( 2021 ) . DoReMi: First glance at a universal OMR dataset . https://arxiv.org/abs/2212.00378 . Editors: Calvo Zaragoza, J, Pacha, A, Shatri, E , Conference: 3rd International Workshop on Reading Music Systems ( Alicante, Spain ) from: 23/07/2021 to: 23/07/2021 ,
Shatri E, Fazekas G ( 2020 ) . Optical Music Recognition: State of the Art and Major Challenges . Conference: International Conference on Technologies for Music Notation and Representation ( Hamburg ) from: 12/05/2020 to: 14/05/2020 ,