Music interfaces based on automatic music signal analysis: new ways to create and listen to music

M Goto, RB Dannenberg - IEEE Signal Processing Magazine, 2018 - ieeexplore.ieee.org
Music analysis based on signal processing offers new ways of creating and listening to
music. This article focuses on applications and interfaces that are enabled by advances in …

[PDF][PDF] Artificial intelligence and ethics: Building an artificial intelligence system that ensures privacy and social justice

M Hermansyah, A Najib, A Farida, R Sacipto… - International Journal of …, 2023 - academia.edu
The term" artificial intelligence"(AI) refers to technology becoming increasingly prevalent in
many facets of human life. Nevertheless, significant concerns regarding social justice and …

Learning audio-sheet music correspondences for score identification and offline alignment

M Dorfer, A Arzt, G Widmer - arXiv preprint arXiv:1707.09887, 2017 - arxiv.org
This work addresses the problem of matching short excerpts of audio with their respective
counterparts in sheet music images. We show how to employ neural network-based cross …

Towards score following in sheet music images

M Dorfer, A Arzt, G Widmer - arXiv preprint arXiv:1612.05050, 2016 - arxiv.org
This paper addresses the matching of short music audio snippets to the corresponding pixel
location in images of sheet music. A system is presented that simultaneously learns to read …

Score‐Informed Source Separation for Multichannel Orchestral Recordings

M Miron, JJ Carabias-Orti, JJ Bosch… - Journal of Electrical …, 2016 - Wiley Online Library
This paper proposes a system for score‐informed audio source separation for multichannel
orchestral recordings. The orchestral music repertoire relies on the existence of scores …

Learning to listen, read, and follow: Score following as a reinforcement learning game

M Dorfer, F Henkel, G Widmer - arXiv preprint arXiv:1807.06391, 2018 - arxiv.org
Score following is the process of tracking a musical performance (audio) with respect to a
known symbolic representation (a score). We start this paper by formulating score following …

[PDF][PDF] Flexible and robust music tracking

A Arzt - Ph. D. thesis, 2016 - epub.jku.at
Nowadays computers play an important role in all areas of music, from composition to
production and live performance. This is obvious for all kinds of popular music, where …

Interweaving and enriching digital music collections for scholarship, performance, and enjoyment

D M. Weigl, W Goebl, T Crawford, A Gkiokas… - Proceedings of the 6th …, 2019 - dl.acm.org
The turn toward the digital has opened up previously difficult to access musical materials to
wider musicological scholarship. Digital repositories provide access to publicly licensed …

[PDF][PDF] Score Following as a Multi-Modal Reinforcement Learning Problem.

F Henkel, S Balke, M Dorfer… - Trans. Int. Soc. Music …, 2019 - pdfs.semanticscholar.org
Score following is the process of tracking a musical performance (audio) in a corresponding
symbolic representation (score). While methods using computer-readable score …

[PDF][PDF] Real-Time Music Tracking Using Multiple Performances as a Reference.

A Arzt, G Widmer - ISMIR, 2015 - researchgate.net
In general, algorithms for real-time music tracking directly use a symbolic representation of
the score, or a synthesised version thereof, as a reference for the on-line alignment process …