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Research

Publications: Miss Elona Shatri

Shatri E, Raymond D, Fazekas G ( 2024 ) . Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach .
Shatri E, Palavala K, Fazekas G ( 2024 ) . Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN .
Calvo-Zaragoza J, Pacha A, Shatri E ( 2024 ) . Proceedings of the 6th International Workshop on Reading Music Systems .
Shatri E ( 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 ,
Shatri E, Fazekas G ( 2024 ) . Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation .
Ma Y, Øland A, Ragni A, Del Sette BM, Saitis C, Donahue C, Lin C, Plachouras C et al. ( 2024 ) . Foundation Models for Music: A Survey .
Calvo-Zaragoza J, Pacha A, Shatri E ( 2023 ) . Proceedings of the 5th International Workshop on Reading Music Systems .
Calvo-Zaragoza J, Pacha A, Shatri E ( 2022 ) . Proceedings of the 4th International Workshop on Reading Music Systems .
Walwadkar D, Shatri E ( 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 ( 2021 ) . DoReMi: First glance at a universal OMR dataset . https://arxiv.org/abs/2212.00378 . Conference: 3rd International Workshop on Reading Music Systems ( Alicante, Spain ) from: 23/07/2021 to: 23/07/2021 ,
Shatri E, Fazekas G ( 2021 ) . DoReMi: First glance at a universal OMR dataset .
Shatri E, Fazekas G ( 2020 ) . Optical Music Recognition: State of the Art and Major Challenges .
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 ,
Tirupati N, Shatri E, Fazekas G . Crafting Handwritten Notations: Towards Sheet Music Generation . Conference: 6th International Workshop on Reading Music Systems ( Online ) from: 22/11/2024 to: 22/11/2024 ,
Shatri E, Raymond D, Fazekas G . Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach . Conference: 6th IEEE International Image Processing, Applications and Systems Conference ( Lyon, France ) from: 09/01/2025 to: 11/01/2025 ,
Shatri E, Palavala K, Fazekas G . Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN . Conference: IEEE Big Data 2024 2nd Workshop on AI Music Generation (AIMG 2024) ( Washington D.C., US ) from: 15/12/2024 to: 18/12/2024 ,