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An End-to-End Neural Network for Polyphonic Piano Music Transcription
(IEEE, 2016-02)
We present a supervised neural network model for polyphonic piano music transcription. The architecture of the proposed model is analogous to speech recognition systems and comprises an acoustic model and a music language ...
Identifying Cover Songs Using Information-Theoretic Measures of Similarity
(2015-06-01)
This paper investigates methods for quantifying similarity between audio signals, specifically for the task of cover song detection. We consider an information-theoretic approach, where we compute pairwise measures of ...
Explaining Predictions of Machine Listening Systems
(Centre for Digital Music, Queen Mary University of London, 2016-12-20)
We adapt local, interpretable and model-agnostic explanations [1] for use with a machine listening system, and demonstrate it for singing voice detection. Such explanations provide ways to understand the behaviour of machine ...
Investigating style evolution of Western classical music: A computational approach
(2018-03-01)
© 2018, The Author(s) 2018. In musicology, there has been a long debate about a meaningful partitioning and description of music history regarding composition styles. Particularly, concepts of historical periods have been ...
A Demonstration of Hierarchical Structure Usage in Expressive Timing Analysis by Model Selection Tests
(2018-10-05)
© 2018 Technical Committee on Control Theory, Chinese Association of Automation. Analysing expressive timing in performed music can help machine to perform various perceptual tasks such as identifying performers and ...
