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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, ...
Feature Selection for Dynamic Range Compressor Parameter Estimation
(2018)
Casual users of audio effects may lack practical experience or knowledge of their low-level signal processing parameters. An intelligent control tool that allows using sound examples to control effects would strongly benefit ...
Exploring Real-time Visualisations to Support Chord Learning with a Large Music Collection
(2018-09-19)
A common problem in music education is finding varied and engaging material that is suitable for practising a specific musical concept or technique. At the same time, a number of large music collections are available under ...
Recommending songs to music learners based on chord content
(2018-07-14)
Music learners looking for practice material to play along with are not served well by the current search interfaces for large music collections. While it is easy to find specific songs using meta-data or audio fingerprinting, ...