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VocalSet: A Singing Voice Dataset

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


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{
  "description": "<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>", 
  "license": "https://creativecommons.org/licenses/by/4.0/legalcode", 
  "creator": [
    {
      "affiliation": "Northwestern University", 
      "@type": "Person", 
      "name": "Wilkins, Julia"
    }, 
    {
      "affiliation": "Northwestern University", 
      "@type": "Person", 
      "name": "Prem Seetharaman"
    }, 
    {
      "affiliation": "Northwestern University", 
      "@type": "Person", 
      "name": "Alison Wahl"
    }, 
    {
      "affiliation": "Northwestern University", 
      "@type": "Person", 
      "name": "Bryan Pardo"
    }
  ], 
  "url": "https://zenodo.org/record/1193957", 
  "datePublished": "2018-03-08", 
  "version": "1.0", 
  "keywords": [
    "singing", 
    "voice", 
    "singing dataset", 
    "music information retrieval", 
    "vocal technique", 
    "vowel classification", 
    "sung voice"
  ], 
  "@context": "https://schema.org/", 
  "distribution": [
    {
      "contentUrl": "https://zenodo.org/api/files/9cc0970e-c7d9-4b5c-8e7c-22abe0fcdbf1/VocalSet.zip", 
      "encodingFormat": "zip", 
      "@type": "DataDownload"
    }
  ], 
  "identifier": "https://doi.org/10.5281/zenodo.1193957", 
  "@id": "https://doi.org/10.5281/zenodo.1193957", 
  "@type": "Dataset", 
  "name": "VocalSet: A Singing Voice Dataset"
}
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