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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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Towards Musically Informed Evaluation of Piano Transcription Models

Authors: Hu, Patricia; Marták, Lukáš Samuel; Cancino-Chacón, Carlos Eduardo; Widmer, Gerhard;

Towards Musically Informed Evaluation of Piano Transcription Models

Abstract

We provide here the evaluation set employed in our experiments described in "Towards Musically Informed Evaluation of Piano Transcription Models", published in the Proceedings of the 25th International Society for Music Information Retrieval Conference (ISMIR), San Francisco, United States, 2024. In this work, we demonstrate musically informed piano transcription metrics using transcriptions derived from three state-of-the-art transcriptions ([1], [2], [3]). To this end, we create an evaluation set that includes (1) a subset of the original audio recordings from the MAESTRO dataset [1], (2) a re-recorded version that subset, and (3) a perturbed version of recordings from both (1) and (2). In this data repository, we provide components (2) and (3). [1] Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse Engel, and Douglas Eck, “Enabling factorized piano music modeling and generation with the MAESTRO dataset,” in International Conference on Learning Representations, 2019. [2] Qiuqiang Kong, Bochen Li, Xuchen Song, Yuan Wan, and Yuxan Wang, “High-resolution piano transcription with pedals by regressing onset and offset times,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 29, pp. 3707–3717, 2021. [3] Curtis Hawthorne, Ian Simon, Rigel Swavely, Ethan Manilow, and Jesse Engel. “Sequence-to-sequence piano transcription with transformers,” in Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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