Now showing items 1-10 of 15
Improving automatic music transcription through key detection
(Audio Engineering Society, 2014-01)
In this paper, a method for automatic transcription of polyphonic music is proposed that exploits key information. The proposed system performs key detection using a matching technique with distributions of pitch class ...
A Hybrid Recurrent Neural Network for Music Transcription
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 ...
Big Data for Musicology
An efficient temporally-constrained probabilistic model for multiple-instrument music transcription
(International Society for Music Information Retrieval, 2015-10)
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 ...