DSing/sing_300x30x2/README.rtf

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\f0\fs24 \cf0 DAMP (Digital Archive of Mobile Performances) Dataset Project\
Datasets extracted from the activities of Smule Users (Magic Piano and Sing! Karaoke).\
\

\b \ul NOTE:
\b0 \ulnone   Read the 
\b *[RESEARCH DATA AGREEMENT]*
\b0  posted at \
the end of this README file.  Summary:  By downloading and using \
data from the DAMP dataset archives, you agree, among other\
things, that:\
* you will not redistribute the data, and\
* you will not use the data for commercial purposes.\
\
This document describes the sing300x30x2 dataset, assembled\
between November-Dec. 2017, from performances and SMule\
server events created/occuring between July and October, 2017.\
\
The sing300x30x2 dataset was formed by determining the most \
popular singers, female and male, of the 300 most popular \
arrangements (songs) in 30 countries.\
\
The 
\b most popular arrangements
\b0  were determined by counting song\
starts or joins (duet/group) of recordings for each arrangement, within \
the country of interest.  The term "arrangement" is used, because \
there might be multiple arrangements of the same song.\
\
The 
\b most popular performances and singers
\b0  of those arrangements\
were determined by counting Listens (and/or Loves, if no complete \
Listens) for all performances of each arrangement.\
\

\b \ul The sing_300x30x2 Data set:
\b0 \ulnone \
\
Found within the 
\b sing_300x30x2
\b0  folder, are 30 folders, one for each\
country.  Here is the list of 30 countries and their codes:\
\
\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\pardirnatural

\b \cf0 \CocoaLigature0 AE 	United Arab Emirates\
AR 	Argentina\
AU 	Australia\
BR 	Brazil\
CL 	Chile\
CN	China\
DE	Germany\
ES	 Spain\
FR 	France\
GB	United Kingdom (Great Britain)\
HU	Hungary\
IN	India\
ID	Indonesia\
IR	Iran\
IQ	Iraq\
IT	Italy\
JP	Japan\
KR	South Korea\
MX	Mexico\
MY	Malaysia\
NO	Norway\
PH	Philippines\
PT	Portugal\
RU	Russia\
SA	Saudi Arabia\
SG	Singapore\
TH	Thailand\
US	United States of America\
VN	Vietnam\
ZA	South Africa\CocoaLigature1 \
\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\pardirnatural

\b0 \cf0 \
Within each country folder, there are three directories, holding metadata\
for each of the 300 arrangements, lyric timings for each arrangement,\
and the 600 vocal performances (1 male, 1 female).  Example:\
\

\b AE/AEArrangementMeta
\b0 	Metadata for each arrangement (song)\

\b AE/AELyrics
\b0 			Timed Lyrics (if available) for each arrangement\

\b AE/AEVocals
\b0 		Vocal tracks of top 2 performances, Male/Female\
\

\b \ul Arrangement MetaData
\b0 \ulnone  Files are named thusly: 
\b [arrangement_id].txt
\b0 \
and contain information, where available, such as:\
\
\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\pardirnatural

\f1\b \cf0 \CocoaLigature0 Arrangement ID: 3771075_3771075\
Arrangement title: Despacito\
Arrangement has lyrics: True\
Arrangement has PitchTrack: True\
Arrangement tags: 2010s, dance, flamenco, hiphop, latin, latinpop, pop, rap, reggaeton, spanish\
Arrangement artist: Luis Fonsi
\fs36 \

\f0\b0\fs24 \CocoaLigature1 \
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\cf0 Care has been taken to preserve international UNICODE symbols were possible, for\
both Arrangement Meta Information and Lyrics Timing files:\
\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\pardirnatural

\f1\b \cf0 \CocoaLigature0 \
Arrangement ID: 386604149_188928\
Arrangement title: \uc0\u1593 \u1604 \u1609  \u1576 \u1575 \u1604 \u1610 \
Arrangement has lyrics: True\
Arrangement has PitchTrack: True\
Arrangement tags: arabicsongs, arab, sheren, arabic, egypt\
Arrangement artist: \uc0\u1588 \u1610 \u1585 \u1610 \u1606 
\f0\b0 \CocoaLigature1 \
\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\pardirnatural
\cf0 \

\b \ul Lyrics Timing
\b0 \ulnone  files are JSON files named thusly: 
\b [arrangement_id].json\

\b0 and contain either line-level or word-level timings for the lyrics (where available).\
Here is a short excerpt from one Lyrics Timing file:\
\
\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\pardirnatural
\cf0 \CocoaLigature0 [\
    \{\
        "t": 14.419791666666667, \
        "l": "You're givin' me a million reasons"\
    \}, \
    \{\
        "t": 16.419791666666665, \
        "l": "To let you go"\
    \}, \
\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\pardirnatural
\cf0 \CocoaLigature1 ...\
]\
\
\
Vocal performances are stored in each 
\b CCVocals
\b0  directory, containing\
(roughly) 600 audio (m4a, OGG compressed) files named thusly:\
\

\b [arrangement_id]-[performance_id]-CC-GEND-[account_id].m4a\
\

\b0 where 
\b CC
\b0  = 2 Letter Country Code	and 
\b GEND
\b0  = gender (M or F)\
Note that the delineators between segments in these filenames are\
dashes.  Underscores occur in both arrangement and performance\
IDs, so dashes were selected to ensure unique automatic parsing.\
Here is a specific example vocal performance filename:\
\
\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\pardirnatural

\b \cf0 \CocoaLigature0 982160392_2914339-772360143_1567798916-AE-F-1048659059.m4a
\f1\fs36 \
\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\pardirnatural

\f0\b0\fs24 \cf0 \CocoaLigature1 \
\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\pardirnatural
\cf0 There is also a .csv file within each country folder, containing \
performance and user metadata for the performances/users \
from that country.  At the top level sing_300x30x2 folder, there\
is a file, 
\b sing_300x30x2.csv
\b0  which contains comma-separated \
user and performance level metadata for each performance, for\
all performances in the dataset. The items in each row, from \
left to right, are:\
\
\pard\tx560\tx1120\tx1680\tx2240\tx2800\tx3360\tx3920\tx4480\tx5040\tx5600\tx6160\tx6720\pardirnatural

\b \cf0 \CocoaLigature0 arrangement_id
\b0 	unique song arrangement tag
\b \
performance_id
\b0 	unique popular performance of this arrangement
\b \
account_id
\b0 		of popular user singing on this performance
\b \
country
\b0 			for this user
\b \
locale
\b0 			for this user (includes country + language setting)
\b \
latitude
\b0 			for this performance
\b \
longitude
\b0 			for this performance
\b \
city_id
\b0 			for this user
\b \
gender
\b0 			for this user (NOTE: self reported, unverified)
\b \
birth_year
\b0 		for this user (NOTE: self reported, unverified)
\b \
creation_timestamp
\b0  for this performance, UNIX integer time
\b \
device_os
\b0 		for this performance
\b \
headphones
\b0 		for this performance
\b \
efx
\b0 				for this performance, audio efx selected/applied
\b \
video
\b0 			for this performance
\b \
ens_type
\b0 			SOLO, DUET, GROUP
\b \
num_tracks
\b0 		for DUET/GROUP
\b \
num_this_plyr
\b0 		for this performance, user might sing more than once
\b \
listens
\b0 			for this performance
\b \
loves
\b0 			for this performance
\b \
rec_starts
\b0 		for this performance, how many times to user start record
\b \
song_sing_restarts
\b0 	 for this performance, user rewind/retry from within song
\b \
song_review_restarts
\b0 	for this performance, same but from review screen at end
\b \
total_user_perfs
\b0 	for this user, total number of performances of all songs
\b \
app_inst_days
\b0 		user lifetime (actually for the sing app on this device type)
\b \
followers
\b0 			for this user, total followers
\b \
followees
\b0 			total other users followed by this user\CocoaLigature1 \
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\cf0 \
\

\b ***************************************************************************************\
*[RESEARCH DATA AGREEMENT]*
\b0 \
\

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\f2\b\fs22 \cf0 SMULE RESEARCH DATA LICENSE AGREEMENT \
DIGITAL ARCHIVE OF MOBILE PERFORMANCES (DAMP) \cell \lastrow\row
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\b0 \cf0 RESEARCHER (the downloader/user of the Smule Data) agrees as follows: \
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\b \cf0 1. \ul DEFINITIONS\ulnone  
\b0 \
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\cf0 The following definitions apply herein: \
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\ls1\ilvl0
\b \cf0 a)	 \'93Smule \ul Data
\b0 \ulnone \'94 means user data, user content, songs, lyrics or composition data uploaded, created or stored on the 
\b Platform
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}