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Datasets:
markhanslip
/
markhanslip_phd_saxophone_data

Tasks:
Text-to-Audio
Audio Classification
Modalities:
Audio
Formats:
soundfolder
Size:
< 1K
Tags:
tenor saxophone
improvisation
audio
Libraries:
Datasets
License:
Dataset card Viewer Files

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A collection of recordings of private practice sessions on tenor saxophone, recorded in Leeds, UK in 2019 as part of my PhD project.

These recordings were initially created without a specific use-case in mind. They have since been used for the following tasks:

  • Audio Classification ("Timbral" and "Melodic Improv")
  • Generative Modelling with SampleRNN ("Tone Rows", "Scales and Arpeggios" and "Melodic Improv" worked best)
  • Timbre Transfer with RAVE (iil trained a RAVE model on the "Timbral" set)
  • Symbolic Modelling with modified Char-RNN (a composite of "Tone Rows", "Scales and Arpeggios" and "Melodic Improv" worked best)
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