Drawlody: Sketch-Based Melody Creation with Enhanced Usability and Interpretability

Q Liang, Y Wang - IEEE Transactions on Multimedia, 2024 - ieeexplore.ieee.org
Sketch-based melody creation systems enable people to compose melodies by converting
human-sketched melody contours into coherent melodies that fit the depicted contours. This …

Large-scale multimodal piano music identification using marketplace fingerprinting

D Yang, A Goutam, K Ji, TJ Tsai - Algorithms, 2022 - mdpi.com
This paper studies the problem of identifying piano music in various modalities using a
single, unified approach called marketplace fingerprinting. The key defining characteristic of …

Towards linking the Lakh and IMSLP datasets

TJ Tsai - ICASSP 2020-2020 IEEE International Conference on …, 2020 - ieeexplore.ieee.org
This paper investigates the problem of matching a MIDI file against a large database of
piano sheet music images. Previous sheet–audio and sheet–MIDI alignment approaches …

From Music Scores to Audio Recordings: Deep Pitch-Class Representations for Measuring Tonal Structures

C Weiß, M Müller - ACM Journal on Computing and Cultural Heritage, 2024 - dl.acm.org
The availability of digital music data in various modalities provides opportunities both for
music enjoyment and music research. Regarding the latter, the computer-assisted analysis …

Just Label the Repeats for In-The-Wild Audio-to-Score Alignment

I Bukey, M Feffer, C Donahue - arXiv preprint arXiv:2411.07428, 2024 - arxiv.org
We propose an efficient workflow for high-quality offline alignment of in-the-wild
performance audio and corresponding sheet music scans (images). Recent work on audio …

[PDF][PDF] Piano sheet music identification using dynamic N-gram fingerprinting.

D Yang, TJ Tsai - Trans. Int. Soc. Music. Inf. Retr., 2021 - pdfs.semanticscholar.org
This article introduces a method for large-scale retrieval of piano sheet music images. We
study this problem in two different scenarios: camera-based sheet music identification and …

[HTML][HTML] PBSCR: The Piano Bootleg Score Composer Recognition Dataset

A Jain, A Bunn, A Pham, TJ Tsai - Transactions of the …, 2024 - transactions.ismir.net
This article motivates, describes, and presents the PBSCR dataset for studying composer
recognition of classical piano music. Our goal was to design a dataset that facilitates large …

PBSCSR: The Piano Bootleg Score Composer Style Recognition Dataset

A Jain, A Bunn, TJ Tsai - arXiv preprint arXiv:2401.16803, 2024 - arxiv.org
This article motivates, describes, and presents the PBSCSR dataset for studying composer
style recognition of piano sheet music. Our overarching goal was to create a dataset for …

[PDF][PDF] CompldNet: Sheet Music Composer Identification using Deep Neural Network

D Walwadkar, E Shatri, B Timms, G Fazekas - 4 th International Workshop …, 2022 - arxiv.org
There have been significant breakthroughs in computer vision research in many subfields,
including composer identification from images of sheet music. Previous work in composer …

A Stave-Aware Optical Music Recognition on Monophonic Scores for Camera-Based Scenarios

Y Liu, R Wu, Y Wu, L Luo, W Xu - Applied Sciences, 2023 - mdpi.com
The recognition of printed music sheets in camera-based realistic scenarios is a novel
research branch of optical music recognition (OMR). However, special factors in realistic …