Concepedia

A Study On Lstm Networks For Polyphonic Music Sequence Modelling.

Adrien Ycart, Emmanouil Benetos

Queen Mary Research Online (Queen Mary University of London) · 2017 · 35 citations · 6 references

Open access

Concepts

ComputingMusicologyMusic AnalysisDeep LearningLanguage ModelingMusic SequencingMusic TechnologyRhythmic AnalysisSpeech RecognitionMusic Representation LearningNeural Sequence ModelsRecurrent Neural Language ModelsRecurrent Neural Network Language ModelsRecurrent Neural Networks

Abstract

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References

6

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Recurrent neural network based language model

Tomáš Mikolov, Martin Karafiát, Lukáš Burget et al. · 2010 · 5.4K citations

Computing, Computer Science, Computational Linguistics +16

A Generative Theory of Tonal Music

Peter Child, Fred Lerdahl, Ray Jackendoff · Computer Music Journal · 1984 · 3.8K citations

Humanities, Musicology, Music Aesthetics +13

Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription

Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent · arXiv (Cornell University) · 2012 · 490 citations · Full text

Computing, Computer Science, Data Science +17

Automatic music transcription: challenges and future directions

Emmanouil Benetos, Simon Dixon, Dimitrios Giannoulis et al. · Journal of Intelligent Information Systems · 2013 · 313 citations

Humanities, Musicology, Music Analysis +8