Now showing items 1-10 of 14
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 ...
Big Data for Musicology
Template Adaptation for Improving Automatic Music Transcription
In this work, we propose a system for automatic music transcription which adapts dictionary templates so that they closely match the spectral shape of the instrument sources present in each recording. Current dictionary-based ...