There is a newer version of this record available.

Dataset Open Access

VocalSet: A Singing Voice Dataset

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


Dublin Core Export

<?xml version='1.0' encoding='utf-8'?>
<oai_dc:dc xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:creator>Wilkins, Julia</dc:creator>
  <dc:creator>Prem Seetharaman</dc:creator>
  <dc:creator>Alison Wahl</dc:creator>
  <dc:creator>Bryan Pardo</dc:creator>
  <dc:date>2018-03-08</dc:date>
  <dc:description>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.  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.

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.</dc:description>
  <dc:identifier>https://zenodo.org/record/1193957</dc:identifier>
  <dc:identifier>10.5281/zenodo.1193957</dc:identifier>
  <dc:identifier>oai:zenodo.org:1193957</dc:identifier>
  <dc:relation>doi:10.5281/zenodo.1193956</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://creativecommons.org/licenses/by/4.0/legalcode</dc:rights>
  <dc:subject>singing</dc:subject>
  <dc:subject>voice</dc:subject>
  <dc:subject>singing dataset</dc:subject>
  <dc:subject>music information retrieval</dc:subject>
  <dc:subject>vocal technique</dc:subject>
  <dc:subject>vowel classification</dc:subject>
  <dc:subject>sung voice</dc:subject>
  <dc:title>VocalSet: A Singing Voice Dataset</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>dataset</dc:type>
</oai_dc:dc>
4,570
13,567
views
downloads
All versions This version
Views 4,5702,338
Downloads 13,5677,267
Data volume 44.6 TB15.1 TB
Unique views 3,7692,151
Unique downloads 2,8631,548

Share

Cite as