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The Digital Music Lab: A Big Data Infrastructure for Digital Musicology

Abdallah, S; Benetos, E; Gold, N; Hargreaves, S; Weyde, T; Wolff, D (2017-04)

Digital Music Lab: A Framework for Analysing Big Music Data

Abdallah, S; Benetos, E; Gold, N; Hargreaves, S; Weyde, T; Wolff, D; 24th European Signal Processing Conference (EURASIP, 2016-08-29)

An efficient temporally-constrained probabilistic model for multiple-instrument music transcription

Benetos, E; Weyde, T; 16th International Society for Music Information Retrieval Conference (ISMIR) (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 ...

AUTOMATIC TRANSCRIPTION OF PITCHED AND UNPITCHED SOUNDS FROM POLYPHONIC MUSIC

Benetos, E; Ewert, S; Weyde, T; IEEE (2014)

Detection and Classification of Acoustic Scenes and Events

Giannoulis, D; Benetos, E; Stowell, D; Rossignol, M; Lagrange, M; Plumbley, MD (2013-12-30)

An evaluation framework for event detection using a morphological model of acoustic scenes

Lagrange, M; Lafay, G; Rossignol, M; Benetos, E; Roebel, A (arxiv, 2015-01)

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 ...

A Morphological Model for Simulating Acoustic Scenes and Its Application to Sound Event Detection

Lafay, G; Lagrange, M; Rossignol, M; Benetos, E; Roebel, A (2016-10)

Big Data for Musicology

Weyde, T; Cottrell, S; Dykes, J; Benetos, E; Wolff, D; Tidhar, D; Gold, N; Abdallah, S; Plumbley, M; Dixon, S;... (2014-09-12)

Incremental dataset definition for large scale musicological research

Wolff, D; Tidhar, D; Benetos, E; Dumon, E; Cherla, S; Weyde, T; 1st International Digital Libraries for Musicology workshop (2014-09-12)

ALTERNATE LEVEL CLUSTERING FOR DRUM TRANSCRIPTION

Rossignol, M; Lagrange, M; Lafay, G; Benetos, E; IEEE (2015)

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