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Musical Genre Recognition Based on Deep Descriptors of Harmony, Instrumentation, and Segments
An exploration of deep and shallow models for the recognition of musical genres.
Igor Vatolkin, Mark Gotham, Néstor Nápoles López, Fabian Ostermann
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Musical Genre Recognition Based on Deep Descriptors of Harmony, Instrumentation, and Segments
Challenging Sources: A New Dataset for OMR of Diverse 19th-Century Music Theory Examples
A new dataset of ‘challenging’ musical examples for Optical Music Recognition (OMR).
Fabian Moss, Néstor Nápoles López, Maik Köster, David Rizo
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Challenging Sources: A New Dataset for OMR of Diverse 19th-Century Music Theory Examples
AugmentedNet: A Convolutional Recurrent Neural Network for Automatic Roman Numeral Analysis with Improved Data Augmentation
A new CRNN for automatic Roman numeral analysis.
Néstor Nápoles López, Mark Gotham, Ichiro Fujinaga
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AugmentedNet: A Convolutional Recurrent Neural Network for Automatic Roman Numeral Analysis with Improved Data Augmentation
AugmentedNet: A Roman Numeral Analysis Network with Synthetic Training Examples and Additional Tonal Tasks
A new CRNN for automatic Roman numeral analysis.
Néstor Nápoles López, Mark Gotham, Ichiro Fujinaga
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AugmentedNet: A Roman Numeral Analysis Network with Synthetic Training Examples and Additional Tonal Tasks
Data Quality Matters: Iterative Corrections on a Corpus of Mendelssohn String Quartets and Implications for MIR Analysis
A report on four successive corrections of OMR-generated scores and implications for four MIR tasks.
Jacob deGroot-Maggetti, Timothy R de Reuse, Laurent Feisthauer, Samuel Howes, Yaolong Ju, Suzuka Kokubu, Sylvain Margot, Néstor Nápoles López, Finn Upham
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Data Quality Matters: Iterative Corrections on a Corpus of Mendelssohn String Quartets and Implications for MIR Analysis
Harmonic Reductions As a Strategy for Creative Data Augmentation
A preliminary experiment on harmonic reductions as a data augmentation strategy in tonal MIR tasks
Néstor Nápoles López, Ichiro Fujinaga
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Harmonic Reductions As a Strategy for Creative Data Augmentation
On Local Keys, Modulations, and Tonicizations
A dataset and methodology for the evaluation of changes of key
Néstor Nápoles López, Laurent Feisthauer, Florence Levé, Ichiro Fujinaga
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On Local Keys, Modulations, and Tonicizations
Harmalysis: A Language for the Annotation of Roman Numerals in Symbolic Music Representations
A grammar for encoding roman numeral analysis annotations within the lyrics of a symbolic music representation
Néstor Nápoles López, Ichiro Fujinaga
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Harmalysis: A Language for the Annotation of Roman Numerals in Symbolic Music Representations
Key-Finding Based on a Hidden Markov Model and Key Profiles
A new key detection algorithm that works in the symbolic and audio domain, furthermore, it is able to output local and global keys
Néstor Nápoles López, Claire Arthur, Ichiro Fujinaga
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Key-Finding Based on a Hidden Markov Model and Key Profiles
The Effects of Translation Between Symbolic Music Formats: A Case Study with Humdrum, Lilypond, MEI, and MusicXML
What happens when you translate between different symbolic music formats?
Néstor Nápoles López, Gabriel Vigliensoni, Ichiro Fujinaga
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The Effects of Translation Between Symbolic Music Formats: A Case Study with Humdrum, Lilypond, MEI, and MusicXML