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MML 2008
International Workshop on Machine Learning and Music
Held in conjunction with
ICML/COLT/UAI 2008
The 25th
International Conference on Machine Learning,
The 24th
Conference on Uncertainty in Artificial Intelligence, and
The 21st
Annual Conference on Learning Theory
Helsinki, Finland
July 5-12, 2008
09:00-10:30 Session I
09:10
Musical Source Separation using Generalised Non-Negative
Tensor Factorisation Models
Derry FitzGerald, Matt Cranitch, Eugene Coyle
09:30
Learning Violinist's Expressive Trends
Miguel Molina-Solana, Josep Lluis Arcos, Emilia Gomez
09:50
The Potential of Reinforcement Learning for Live Musical Agents
Nick Collins
10:10
Modeling Celtic Violin Expressive Performance
Rafael Ramirez, Alfonso Perez, Stefan Kersten, David Rizo,
Placido Roman, Jose M. Inesta.
10:30-11:00 Coffee break
11:00-12:40 Session II
11:00
Identifying Cover Songs Using Normalized Compression Distance
Teppo E. Ahonen, Kjell Lemstrom.
11:20
Towards Logic-based Representations of Musical Harmony for
Classification, Retrieval and Knowledge Discovery
Amelie Anglade, Simon Dixon.
11:40
Metropolis-Hastings Sampling in a FilterBoost Music Classifier
Balazs Kegl, Thierry Bertin-Mahieux, Douglas Eck.
12:00
An
Ensemble-Based Approach for Automatic Hierarchical Music Genre
Classification
Carlos N. Silla Jr., Alex A. Freitas.
12:20
Composer classification using grammatical inference
Jeroen Geertzen, Menno van Zaanen
12:40-14:30 Lunch break
14:30-16:10 Session III
14:30
Training Music Sequence Recognizers with Linear Dynamic
Programming
Christopher Raphael, Eric Nichols.
14:50
Genre Classification of Music by Tonal Harmony
Carlos Perez-Sancho, David Rizo, Stefan Kersten, Rafael Ramirez
15:10
Using Mathematical Morphology for Geometric Music Retrieval
Mikko Karvonen, Kjell Lemström
15:30
Learning to analyse tonal music
Placido R. Illescas, David Rizo, Jose Manuel Iñesta
15:50
Chorale Harmonization in the Style of J.S. Bach, A Machine
Learning Approach
Alex Chilvers, Menno van Zaanen
16:10-16:40 Coffee break
16:40-18:00 Session IV
16:40
An information-dynamic model of melodic segmentation
Marcus T. Pearce, Daniel Mullensiefen, Geraint A. Wiggins
17:00
Discovery of distinctive patterns in music
Darrell Conklin
17:20
Melody Characterization by a Fuzzy Rule System
Pedro J. Ponce de León, David Rizo, Rafael Ramirez
17:40
Detecting Changes in Musical Texture
Atte Tenkanen, Fernando Gualda
18:00-20:00 Reception by the University of Helsinki
(ABSTRACTS) |
