Mathieu Prang
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View article: Signal-domain representation of symbolic music for learning embedding spaces
Signal-domain representation of symbolic music for learning embedding spaces Open
A key aspect of machine learning models lies in their ability to learn efficient intermediate features. However, the input representation plays a crucial role in this process, and polyphonic musical scores remain a particularly complex typ…
View article: Representation learning for symbolic music
Representation learning for symbolic music Open
A key part in the recent success of deep language processing models lies in the ability to learn efficient word embeddings. These methods provide structured spaces of reduced dimensionality with interesting metric relationship properties. …