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Linked Data Publication of Live Music Archives and Analyses
(Springer, Cham, 2017-10-21)
We describe the publication of a linked data set exposing metadata from the Internet Archive Live Music Archive along with detailed feature analysis data of the audio files contained in the archive. The collection is linked ...
Piano Pedaller: A Measurement System for Classification and Visualisation of Piano Pedalling Techniques
(2017)
This paper presents the results of a study of piano pedalling techniques on the sustain pedal using a newly designed measurement system named Piano Pedaller. The system is comprised of an optical sensor mounted in the piano ...
The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging
(IEEE, 2018-03-23)
Deep neural networks (DNN) have been successfully applied to music classification including music tagging. However, there are several open questions regarding the training, evaluation, and analysis of DNNs. In this article, ...