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stat.ML2019★ 1 cited
End-to-End Probabilistic Inference for Nonstationary Audio Analysis
William J. Wilkinson, Michael Riis Andersen, Joshua D. Reiss +2
A typical audio signal processing pipeline includes multiple disjoint analysis stages, including calculation of a time-frequency representation followed by spectrogram-based featur…
stat.ML2016
Gaussian Processes for Music Audio Modelling and Content Analysis
Pablo A. Alvarado, Dan Stowell
Real music signals are highly variable, yet they have strong statistical structure. Prior information about the underlying physical mechanisms by which sounds are generated and rul…