Outputs (2)

Hierarchy and position usage in ‘mixed’ metrical structures (2017)
Journal Article
Gotham, M. (2017). Hierarchy and position usage in ‘mixed’ metrical structures. Journal of New Music Research, 46, 103 – 117. https://doi.org/10.1080/09298215.2016.1253752

Musical metre is commonly formalised in hierarchical terms, and defined or represented on the basis of regular, interacting pulse streams. These hierarchies are often merely asserted a priori, though systematic studies by Palmer and Krumhansl and Pri... Read More about Hierarchy and position usage in ‘mixed’ metrical structures.

Automatic stylistic composition of Bach chorales with deep LSTM (2017)
Presentation / Conference Contribution
Liang, F., Gotham, M., Johnson, M., & Shotton, J. (2017, October). Automatic stylistic composition of Bach chorales with deep LSTM. Presented at ISMIR 2017: 18th International Society for Music Information Retrieval Conference, Suzhou

This paper presents "BachBot": an end-to-end automatic composition system for composing and completing music in the style of Bach's chorales using a deep long short-term memory (LSTM) generative model. We propose a new sequential encoding scheme for... Read More about Automatic stylistic composition of Bach chorales with deep LSTM.