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Dataset Open Access

VocalSet: A Singing Voice Dataset

Wilkins, Julia; Prem Seetharaman; Alison Wahl; Bryan Pardo

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  "publisher": "Zenodo", 
  "DOI": "10.5281/zenodo.1193957", 
  "title": "VocalSet: A Singing Voice Dataset", 
  "issued": {
    "date-parts": [
  "abstract": "<p>We present VocalSet, a singing voice dataset consisting of 10.1 hours of monophonic recorded audio of professional singers demonstrating both standard and extended vocal techniques on all 5 vowels. Existing singing voice datasets aim to capture a focused subset of singing voice characteristics, and generally consist of just a few singers. VocalSet contains recordings from 20 different singers (9 male, 11 female) and a range of voice types. &nbsp;VocalSet aims to improve the state of existing singing voice datasets and singing voice research by capturing not only a range of vowels, but also a diverse set of voices on many different vocal techniques, sung in contexts of scales, arpeggios, long tones, and excerpts.</p>\n\n<p>We have included two .rtf files test_singers and train_singers in which you will find a list of the singers we used to train and test the majority of our deep learning models on.</p>", 
  "author": [
      "family": "Wilkins, Julia"
      "family": "Prem Seetharaman"
      "family": "Alison Wahl"
      "family": "Bryan Pardo"
  "version": "1.0", 
  "type": "dataset", 
  "id": "1193957"
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