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Digital Music Lab: A Framework for Analysing Big Music Data
An efficient temporally-constrained probabilistic model for multiple-instrument music transcription
(International Society for Music Information Retrieval, 2015-10-26)
In this paper, an efficient, general-purpose model for multiple instrument polyphonic music transcription is proposed. The model is based on probabilistic latent component analysis and supports the use of sound state ...
An evaluation framework for event detection using a morphological model of acoustic scenes
This paper introduces a model of environmental acoustic scenes which adopts a morphological approach by ab-stracting temporal structures of acoustic scenes. To demonstrate its potential, this model is employed to evaluate ...
Big Data for Musicology