DAMP-VPB: Digital Archive of Mobile Performances - Smule Vocal Performances Balanced
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下载链接:
https://zenodo.org/record/2616689
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资源简介:
The DAMP-balanced dataset contains 24874 solo singing performances from 5429 singers singing a collection of 14 songs.
The structure of the DAMP-balanced is that the last 4 songs are designed to be the test set, and the first 10 songs
could be partitioned into any 6/4 train/validation split (permutation) that the singers in train and validation set sang
the same 6/4 songs collections according to the 6/4 split (the number of total recordings for train and validation set
are different from split to split, since there are different number of singers that all sang the same 6/4 split for
different split).
For example, a subset from the dataset splitting the 14 songs into 6/4/4 train/validation/test sets having 276/88/224
performances sang by 46/22/56 singers could be extracted from the dataset and be used for machine learning tasks.
Each singer in the train, validation and test set, sang each of the 6/4/4 songs once respectively, thus making the
collections of performances "balanced" respect to the song collections.
List of songs:
one call away - Charlie Puth(3912)
say you won`t let go - James Arthur(3255)
allof me - John Legend(2856)
closer -The Chainsmokers(2873)
seven years - Lukas Graham(2942)
despacito- Luis Fonsi(1287)
more than words - Extreme(586)
lostboy - Ruth B.(1183)
loveyourself - Justin Bieber(3019)
rockabye- Clean Bandit(2737)
part of your world - Jodi Benson(56)
when I was your man - Bruno Mars(56)
chandelier- Sia(56)
cups - Anna Kendrick(56)
Users of this dataset must read and accept Smule's Research Data License Agreement (LICENSE.txt).
创建时间:
2020-11-05



