Example

Header (YAML):

import audformat.testing

db = audformat.testing.create_db()
db
name: unittest
description: A database for unit testing.
source: internal
usage: unrestricted
languages: [deu, eng]
author: J. Wagner, H. Wierstorf
organization: audEERING GmbH
license: CC0-1.0
media:
  microphone: {type: other, format: wav, channels: 1, bit_depth: 16, sampling_rate: 16000}
  webcam:
    type: other
    format: avi
    video_fps: 25
    video_resolution: [800, 600]
    video_channels: 3
    video_depth: 8
raters:
  gold: {description: Gold standard by taking the average ratings., type: human}
  machine: {description: Predictions made by the machine., type: machine, classifier: LibSVM,
    features: ComParE_2016}
schemes:
  bool: {dtype: bool}
  date: {dtype: date}
  float: {dtype: float, minimum: -1.0, maximum: 1.0}
  int: {dtype: int, minimum: 0, maximum: 100}
  label:
    dtype: str
    labels: [label1, label2, label3]
  label_map_int:
    dtype: int
    labels: {1: a, 2: b, 3: c}
  label_map_str:
    dtype: str
    labels:
      label1: {prop1: 1, prop2: a}
      label2: {prop1: 2, prop2: b}
      label3: {prop1: 3, prop2: c}
  string: {dtype: str}
  time: {dtype: time}
splits:
  dev: {type: dev}
  test: {type: test}
  train: {type: train}
tables:
  files:
    type: filewise
    split_id: train
    media_id: microphone
    columns:
      bool: {scheme_id: bool, rater_id: gold}
      date: {scheme_id: date, rater_id: gold}
      float: {scheme_id: float, rater_id: gold}
      int: {scheme_id: int, rater_id: gold}
      label: {scheme_id: label, rater_id: gold}
      label_map_int: {scheme_id: label_map_int, rater_id: gold}
      label_map_str: {scheme_id: label_map_str, rater_id: gold}
      string: {scheme_id: string, rater_id: gold}
      time: {scheme_id: time, rater_id: gold}
      no_scheme: {}
  segments:
    type: segmented
    split_id: dev
    media_id: microphone
    columns:
      bool: {scheme_id: bool, rater_id: gold}
      date: {scheme_id: date, rater_id: gold}
      float: {scheme_id: float, rater_id: gold}
      int: {scheme_id: int, rater_id: gold}
      label: {scheme_id: label, rater_id: gold}
      label_map_int: {scheme_id: label_map_int, rater_id: gold}
      label_map_str: {scheme_id: label_map_str, rater_id: gold}
      string: {scheme_id: string, rater_id: gold}
      time: {scheme_id: time, rater_id: gold}
      no_scheme: {}
audformat: https://github.com/audeering/audformat

Filewise table as pd.DataFrame:

db['files'].get()
bool date float int label label_map_int label_map_str string time no_scheme
file
audio/001.wav False 1970-01-01 00:00:00.720 NaN 85 label1 2 label2 zJOgiprOE4 0 days 00:00:00.530000 None
audio/002.wav False 1970-01-01 00:00:00.140 0.015336 93 label2 1 label2 NKH5oHQX46 0 days 00:00:00.150000 CS39t9oykT
audio/003.wav False 1970-01-01 00:00:00.240 -0.045246 <NA> label1 3 label3 p631MT40J9 NaT None
audio/004.wav False 1970-01-01 00:00:00.020 0.255289 28 label1 2 NaN None 0 days 00:00:00.700000 None
audio/005.wav False 1970-01-01 00:00:00.840 NaN 50 label2 NaN label1 6m3sAKfJv9 0 days 00:00:00.180000 None
... ... ... ... ... ... ... ... ... ... ...
audio/096.wav True 1970-01-01 00:00:00.260 0.691630 <NA> NaN 1 label2 None 0 days 00:00:00.020000 B2J4DBFykV
audio/097.wav <NA> 1970-01-01 00:00:00.360 0.423720 93 label2 2 NaN 82bT2nOlLG 0 days 00:00:00.430000 rWuClnmNLY
audio/098.wav <NA> NaT -0.305308 11 label2 NaN label1 yWz0FUvqwj NaT None
audio/099.wav True 1970-01-01 00:00:00.060 0.473645 71 NaN 2 label2 215zZjqCc2 NaT mpDri82gGy
audio/100.wav True 1970-01-01 00:00:00.810 0.618362 81 label3 1 label2 nzQEaz9otT 0 days 00:00:00.710000 None

100 rows × 10 columns

and as CSV:

file,bool,date,float,int,label,label_map_int,label_map_str,string,time,no_scheme
audio/001.wav,False,1970-01-01 00:00:00.720,,85,label1,2,label2,zJOgiprOE4,0 days 00:00:00.530000,
audio/002.wav,False,1970-01-01 00:00:00.140,0.015335821979133968,93,label2,1,label2,NKH5oHQX46,0 days 00:00:00.150000,CS39t9oykT
audio/003.wav,False,1970-01-01 00:00:00.240,-0.045246353619069035,,label1,3,label3,p631MT40J9,,
audio/004.wav,False,1970-01-01 00:00:00.020,0.25528935209346715,28,label1,2,,,0 days 00:00:00.700000,
audio/005.wav,False,1970-01-01 00:00:00.840,,50,label2,,label1,6m3sAKfJv9,0 days 00:00:00.180000,
audio/006.wav,True,1970-01-01 00:00:00.970,0.7512361128551306,32,label3,,label1,OK4LqZBimP,0 days 00:00:00.800000,
audio/007.wav,True,1970-01-01 00:00:00.400,-0.5451429250903195,45,label1,2,label1,,,kz6Relgrro
audio/008.wav,,1970-01-01 00:00:00.750,0.9820533385168044,74,label2,2,label2,9kjIcAPGnA,,Y2yIELprM3
audio/009.wav,True,1970-01-01 00:00:00.030,0.8539990521717999,56,,,label1,qJ5w7LA3pL,0 days 00:00:00.540000,
audio/010.wav,,1970-01-01 00:00:00.950,0.8977518826032322,,,3,label2,,0 days 00:00:00.750000,zzaX4cBHq3
audio/011.wav,True,,-0.8441690770275827,52,label3,1,,szfhdu2CMm,0 days 00:00:00.970000,Cfc8V4ljNc
audio/012.wav,,1970-01-01 00:00:00.280,0.6948003803818967,,label2,1,,,0 days 00:00:00.680000,VreBQsYOOV
audio/013.wav,True,1970-01-01 00:00:00.940,-0.090074988294087,69,label3,,label1,,,RsKLD1yZzT
audio/014.wav,,,-0.6188225861769188,48,label3,1,label1,MU4OBgTsMt,,
audio/015.wav,True,1970-01-01 00:00:00.990,-0.8315557452899083,25,label1,3,label2,wTSvqUA5pT,,xWtW9H8kbb
audio/016.wav,False,1970-01-01 00:00:00.440,0.7116315422841921,52,label3,1,label3,,0 days 00:00:00.310000,pM8ha5PxcY
audio/017.wav,False,1970-01-01 00:00:00.370,,66,label2,3,label3,byOqOItGlw,0 days 00:00:00.520000,tp3JCwuqnV
audio/018.wav,False,1970-01-01 00:00:00.930,-0.733079058255413,75,,3,,fwdBe9StAn,0 days 00:00:00.150000,
audio/019.wav,True,,-0.6815831171326858,,label1,,label1,46wWzQZkj2,0 days 00:00:00.730000,
audio/020.wav,True,1970-01-01 00:00:00.880,0.9656941245111303,,label3,,label2,hyFy19H52b,,0fgnnuEabl
audio/021.wav,False,1970-01-01 00:00:00.320,-0.6143451172958094,86,label2,3,label3,iZ9pBqHaEt,0 days 00:00:00.760000,NqeDWw1pij
audio/022.wav,,1970-01-01 00:00:00.150,,48,label1,2,,,0 days 00:00:00.710000,SrsiC7H4A0
audio/023.wav,,,-0.5126352864396266,,label2,3,label2,fjl26Iklxh,,NGFqLoF1do
audio/024.wav,False,1970-01-01 00:00:00.850,-0.8524756307967996,16,label2,1,label2,pvCbTQLwY1,0 days 00:00:00.470000,nepLmnuLaM
audio/025.wav,True,,0.4610262632150446,33,label1,3,label3,j6Wy8jm6U9,0 days 00:00:00.330000,s4W0bhBJqr
audio/026.wav,True,1970-01-01 00:00:00.780,-0.7292029930258563,14,,1,label3,g9wBFlZ3Jc,0 days 00:00:00.330000,
audio/027.wav,False,,0.48227853299574464,68,label1,1,,ya8MgWDT9w,0 days 00:00:00.790000,wOma8Dr80D
audio/028.wav,,1970-01-01 00:00:00.990,0.8605663342765169,26,label1,1,label1,,,
audio/029.wav,False,1970-01-01 00:00:00.380,-0.28737179565525617,46,label1,,label2,,0 days 00:00:00.700000,6Umoq7eJ0o
audio/030.wav,False,1970-01-01 00:00:00.370,,58,,3,,,0 days 00:00:00.220000,
audio/031.wav,,,,47,label2,3,label3,nVUySykU62,0 days 00:00:00.400000,
audio/032.wav,True,,-0.15037161411977173,,label3,2,label2,,0 days 00:00:00.260000,aDPnl9JYid
audio/033.wav,False,,-0.13025824029253075,42,label3,2,,B7WLE7nP5Z,0 days 00:00:00.870000,5Gt2qi8sXg
audio/034.wav,False,1970-01-01 00:00:00.990,-0.10684639288762265,96,,3,label3,egf3Blhi3r,0 days 00:00:00.190000,
audio/035.wav,,,0.8239960609602008,,label3,2,label3,,0 days 00:00:00.800000,btRCW8TaSK
audio/036.wav,True,,,75,,1,label3,HvoA0QFfH1,0 days 00:00:00.670000,3Lq7b301Wh
audio/037.wav,False,1970-01-01 00:00:00.650,0.032535482757546585,50,label3,,label2,gxOpIbI7ea,,
audio/038.wav,False,1970-01-01 00:00:00.750,0.43717199021490294,,label1,2,label2,,0 days 00:00:00.570000,68G05RT4b7
audio/039.wav,True,1970-01-01 00:00:00.640,-0.3385733591537179,,label1,3,label3,niljtJXxF8,0 days 00:00:00.570000,Yl9sIvf0ar
audio/040.wav,,1970-01-01 00:00:00.950,0.4921828011326883,64,,1,label1,AvRnewU0lO,0 days 00:00:00.320000,
audio/041.wav,False,1970-01-01 00:00:00.260,0.34146649137190543,63,label3,3,label1,yuNtRdmsxJ,0 days 00:00:00.770000,
audio/042.wav,False,1970-01-01 00:00:00.420,-0.27492103605168094,,label2,3,label2,,0 days 00:00:00.430000,iTFe8Qg9qG
audio/043.wav,True,1970-01-01 00:00:00.220,0.19723272666789948,62,label2,,label1,,0 days 00:00:00.930000,Iqnur5vrFk
audio/044.wav,,1970-01-01 00:00:00.710,0.7066245991307669,32,label2,1,label2,,,R0uncC5TNs
audio/045.wav,False,1970-01-01 00:00:00.930,-0.6260473932921187,,label2,3,,rnTzmobFBc,0 days 00:00:00.340000,hKrTMJfFfd
audio/046.wav,False,1970-01-01 00:00:00.110,0.16489050297872065,67,label3,2,label3,,,GOIgGbY0bo
audio/047.wav,False,1970-01-01 00:00:00.080,0.0744519716353258,95,label1,2,label1,kXAgwg0TZo,0 days 00:00:00.370000,nLHTgFUtTi
audio/048.wav,False,1970-01-01 00:00:00.890,-0.7681979653627082,31,label2,3,label2,zMgExlXSPC,0 days 00:00:00.170000,1Mza6kHegR
audio/049.wav,False,1970-01-01 00:00:00.790,0.5292113184898741,,label3,,label1,FJt0oUcvkY,0 days 00:00:00.120000,hRfMulDKtR
audio/050.wav,False,1970-01-01 00:00:00.140,,98,,2,label3,X1cYbtB9Kh,0 days 00:00:00.230000,v0UpK76vnX
audio/051.wav,False,1970-01-01 00:00:00.280,0.6303726850681719,78,label1,1,label1,9DBph4o1e4,,S3dnDOFZq1
audio/052.wav,,1970-01-01 00:00:00.490,,85,label3,,label3,UQ1owIGD2a,,5xPHz088vF
audio/053.wav,False,1970-01-01 00:00:00.850,0.6206172000324113,,label2,3,label1,EjZZaPRRQC,0 days 00:00:00.300000,VIrV9QkdQ9
audio/054.wav,False,1970-01-01 00:00:00.790,0.9861358708137689,93,label3,3,label1,,0 days 00:00:00.360000,
audio/055.wav,False,1970-01-01 00:00:00.460,0.2804386124376972,6,label3,2,label2,kobF4ZH324,0 days 00:00:00.930000,pRSNc1sjz6
audio/056.wav,,1970-01-01 00:00:00.520,-0.430652809392321,6,label3,3,label2,BXOvi0gAii,0 days 00:00:00.460000,P3XDh2uCVF
audio/057.wav,True,,,39,,2,label2,2VuKHB6QNC,,IE1LxNHKAn
audio/058.wav,False,1970-01-01 00:00:00.000,-0.29438965607269085,87,label2,3,label2,,0 days 00:00:00.060000,jGQoNOqqlO
audio/059.wav,,1970-01-01 00:00:00.660,,18,label1,3,label1,,0 days 00:00:00.160000,tKIpjhrO3x
audio/060.wav,False,1970-01-01 00:00:01.000,,40,label1,,label1,Y7OwTFkdhV,0 days 00:00:00.980000,LD0do3GhkY
audio/061.wav,,1970-01-01 00:00:00.290,-0.2365379153156424,,label2,2,label2,RrfJXTkljP,,goAqyeXXKG
audio/062.wav,True,1970-01-01 00:00:00.850,-0.21043515813451896,96,,3,label2,A8YrEdcS4k,0 days 00:00:00.910000,
audio/063.wav,,1970-01-01 00:00:00.410,0.4717993270615133,96,label1,2,label3,VJemHUyxH1,0 days 00:00:00.640000,nlFeeNXC3C
audio/064.wav,True,1970-01-01 00:00:00.880,-0.37895896303565935,53,label1,3,,r2DAJYmfaR,0 days 00:00:00.960000,
audio/065.wav,,1970-01-01 00:00:00.580,0.3886194281940758,,,,label1,OZYhWBmGhd,0 days 00:00:00.530000,rF42Y9917u
audio/066.wav,False,,-0.19807789591723735,94,,1,label1,,0 days 00:00:00.520000,Bi7hQq9n63
audio/067.wav,False,1970-01-01 00:00:00.690,,75,label3,3,label2,ke4JsapfMV,0 days 00:00:00.040000,tITtSLmQF8
audio/068.wav,,,-0.1364999155631239,25,label1,2,,QWrvqURDaY,0 days 00:00:00.520000,ZISnwXbfHp
audio/069.wav,True,1970-01-01 00:00:01.000,-0.47755034026715815,,,1,,gGwpKRIeW8,0 days 00:00:00.650000,
audio/070.wav,True,1970-01-01 00:00:00.140,-0.5407792916020111,6,label2,3,label3,,0 days 00:00:00.350000,9wNbyqrIFs
audio/071.wav,True,,,,label1,,label2,y8d6GysPJb,0 days 00:00:00.620000,
audio/072.wav,True,1970-01-01 00:00:00.050,0.16838275667839864,,label2,3,label1,RiCJfczCVe,,CQ1uST8bKW
audio/073.wav,False,1970-01-01 00:00:00.840,0.39873295682864973,,label1,2,label3,G6KU0P1Wss,0 days 00:00:00.360000,9Tc89Hh2O6
audio/074.wav,False,1970-01-01 00:00:00.050,,90,,,label3,,,
audio/075.wav,,,-0.6216732761193879,23,label3,2,,SfIp1LDVVT,,
audio/076.wav,False,1970-01-01 00:00:00.890,-0.11485152470368343,32,label2,,,DG20ddv1Uw,,1OtRnw69Bi
audio/077.wav,False,1970-01-01 00:00:00.670,0.6899911715121982,,label3,1,label2,,0 days 00:00:00.900000,0FI7y7dtea
audio/078.wav,,,-0.41647549295561714,64,label1,,label2,meTOEs8c1F,0 days 00:00:00.690000,zQbxSLMPnV
audio/079.wav,True,1970-01-01 00:00:00.530,-0.4705953949347077,,label3,2,label2,y8LCsjLxGJ,,kYdCLWzGeO
audio/080.wav,False,1970-01-01 00:00:00.570,-0.4853888322952111,51,label2,1,label3,,,3zGUnXRU3U
audio/081.wav,False,1970-01-01 00:00:00.890,,72,label2,,,ohuGdANqEd,0 days 00:00:00.280000,
audio/082.wav,True,1970-01-01 00:00:00.530,0.8783476558633485,,label3,3,label1,DZizVLNSwH,,YOoP2LZawy
audio/083.wav,False,1970-01-01 00:00:00.810,-0.7380957995806157,,label3,1,,oaqFWGZAdX,0 days 00:00:00.140000,PWrYISnesx
audio/084.wav,,1970-01-01 00:00:00.700,,,,,,,0 days 00:00:00.780000,L7onBKDboz
audio/085.wav,True,1970-01-01 00:00:00.120,0.7335710836090943,14,,1,,Jp3vKgU4RC,,Z3Zh3Oe2uN
audio/086.wav,,,-0.23108995244829322,,label3,2,,u4EaAy1Y0u,0 days 00:00:00.070000,OPWubqMztu
audio/087.wav,True,1970-01-01 00:00:00.080,0.36768265925050514,95,label3,3,label3,,,mkMb7bhCVD
audio/088.wav,,1970-01-01 00:00:00.870,,52,label1,2,label2,2b98uPDN9h,,
audio/089.wav,True,1970-01-01 00:00:00.760,-0.9150128579943833,62,label3,1,label1,OmLfPxPmyo,0 days 00:00:00.810000,M3qtdADamP
audio/090.wav,False,1970-01-01 00:00:00.810,-0.6193660339669227,51,label1,1,label1,caEQG4QAm2,0 days 00:00:00.180000,
audio/091.wav,False,,0.3205065992516978,63,,1,label2,cwCprqffd3,0 days 00:00:00.040000,ITl25GRf31
audio/092.wav,,,-0.5410259480169697,18,label1,2,label3,,,CEXpsHZ7hY
audio/093.wav,,1970-01-01 00:00:00.290,0.374492088120036,,,3,,e8XI1VMmol,0 days 00:00:00.720000,
audio/094.wav,True,1970-01-01 00:00:00.760,,76,label1,2,label3,haMD2KSicC,,lkw8KJGNDC
audio/095.wav,False,1970-01-01 00:00:00.160,-0.8537574258759195,53,label3,1,,ZhqF6nEj7C,0 days 00:00:00.500000,
audio/096.wav,True,1970-01-01 00:00:00.260,0.6916302894252433,,,1,label2,,0 days 00:00:00.020000,B2J4DBFykV
audio/097.wav,,1970-01-01 00:00:00.360,0.4237195741497237,93,label2,2,,82bT2nOlLG,0 days 00:00:00.430000,rWuClnmNLY
audio/098.wav,,,-0.30530761649204097,11,label2,,label1,yWz0FUvqwj,,
audio/099.wav,True,1970-01-01 00:00:00.060,0.4736451855263859,71,,2,label2,215zZjqCc2,,mpDri82gGy
audio/100.wav,True,1970-01-01 00:00:00.810,0.6183623524653596,81,label3,1,label2,nzQEaz9otT,0 days 00:00:00.710000,

Segmented table as pd.DataFrame:

db['segments'].get()
bool date float int label label_map_int label_map_str string time no_scheme
file start end
audio/001.wav 0 days 00:00:01.212572313 0 days 00:00:10.119334054 True 1970-01-01 00:00:00.340 0.206195 <NA> NaN NaN NaN zth3rDAhHy 0 days 00:00:00.160000 QmxDXlj56g
0 days 00:00:16.906347875 0 days 00:00:17.905962642 False 1970-01-01 00:00:00.980 -0.627273 <NA> label3 3 label2 None 0 days 00:00:00.850000 XI7cgWGr9S
0 days 00:00:20.139945326 0 days 00:00:20.853988702 True 1970-01-01 00:00:00.990 -0.934274 <NA> label3 2 NaN pjiNDvxnF3 0 days 00:00:00.250000 vFqf6zGAwi
0 days 00:00:23.558054052 0 days 00:00:26.118113482 False 1970-01-01 00:00:00.380 NaN 42 label1 NaN NaN None 0 days 00:00:00.310000 None
0 days 00:00:33.511977328 0 days 00:00:38.485653203 <NA> 1970-01-01 00:00:00.380 NaN <NA> label3 2 label2 None 0 days 00:00:00.950000 r46aW7gCmr
... ... ... ... ... ... ... ... ... ... ... ... ...
audio/010.wav 0 days 00:00:26.016321257 0 days 00:00:26.956200130 False NaT -0.744577 <NA> label3 3 NaN None 0 days 00:00:00.080000 avshCrAiJP
0 days 00:00:36.574654601 0 days 00:00:40.284191904 True 1970-01-01 00:00:00.190 0.358647 <NA> NaN 1 label1 l7xKOrpjqs 0 days 00:00:00.600000 None
0 days 00:00:41.626171140 0 days 00:00:43.837727840 False 1970-01-01 00:00:00.920 0.683858 97 label1 NaN label1 Cc7lyV3QxF 0 days 00:00:00.590000 None
0 days 00:00:52.949034815 0 days 00:00:54.389281892 False 1970-01-01 00:00:00.180 -0.273663 12 label1 1 label3 6VlS69fmiN NaT PNYa8AQS7q
0 days 00:00:55.970895663 0 days 00:00:57.188886071 <NA> 1970-01-01 00:00:00.840 NaN 33 NaN NaN label3 B91ovWFGK1 0 days 00:00:00.450000 pU5qFNQFWQ

100 rows × 10 columns

and as CSV:

file,start,end,bool,date,float,int,label,label_map_int,label_map_str,string,time,no_scheme
audio/001.wav,0 days 00:00:01.212572313,0 days 00:00:10.119334054,True,1970-01-01 00:00:00.340,0.20619509485669818,,,,,zth3rDAhHy,0 days 00:00:00.160000,QmxDXlj56g
audio/001.wav,0 days 00:00:16.906347875,0 days 00:00:17.905962642,False,1970-01-01 00:00:00.980,-0.6272734454832753,,label3,3,label2,,0 days 00:00:00.850000,XI7cgWGr9S
audio/001.wav,0 days 00:00:20.139945326,0 days 00:00:20.853988702,True,1970-01-01 00:00:00.990,-0.9342741225478699,,label3,2,,pjiNDvxnF3,0 days 00:00:00.250000,vFqf6zGAwi
audio/001.wav,0 days 00:00:23.558054052,0 days 00:00:26.118113482,False,1970-01-01 00:00:00.380,,42,label1,,,,0 days 00:00:00.310000,
audio/001.wav,0 days 00:00:33.511977328,0 days 00:00:38.485653203,,1970-01-01 00:00:00.380,,,label3,2,label2,,0 days 00:00:00.950000,r46aW7gCmr
audio/001.wav,0 days 00:00:43.647717273,0 days 00:00:43.946928830,True,1970-01-01 00:00:00.290,0.5797222918329901,86,label1,3,label3,bLFngNm9le,0 days 00:00:00.440000,evkr6VvNhz
audio/001.wav,0 days 00:00:44.509729462,0 days 00:00:45.422843093,True,,,79,label1,1,label1,fmyJaF9KbO,,udR0P53uDO
audio/001.wav,0 days 00:00:49.083829570,0 days 00:00:50.705999099,False,1970-01-01 00:00:00.540,-0.96658181851383,34,label1,3,,,0 days 00:00:00.140000,i17UklzY5z
audio/001.wav,0 days 00:00:53.297968228,0 days 00:00:57.428140773,False,1970-01-01 00:00:00.670,,91,label1,,label2,,0 days 00:00:00.620000,H9q9jhE5Cz
audio/001.wav,0 days 00:00:58.598399894,0 days 00:00:59.940201547,,1970-01-01 00:00:00.380,-0.4531128498981678,87,label2,,label3,TMG8mrVMry,0 days 00:00:00.510000,d67V2NSIvK
audio/002.wav,0 days 00:00:04.865273818,0 days 00:00:08.196488814,True,1970-01-01 00:00:00.200,0.7454018213567739,61,label2,,label2,ry4ejqnBQu,,qQpZojsXZk
audio/002.wav,0 days 00:00:09.968535013,0 days 00:00:10.331462736,False,1970-01-01 00:00:00.730,-0.010901111172681999,56,label2,,,b9AoeCNjk1,,Ois1uy5mVa
audio/002.wav,0 days 00:00:10.593317628,0 days 00:00:15.647788064,False,1970-01-01 00:00:00.040,,22,label3,,label2,h7JWdoMLuI,0 days 00:00:00.820000,
audio/002.wav,0 days 00:00:19.488847493,0 days 00:00:22.512970305,,,,,,,label3,sh1W5TmV3s,,AzX6d7QyzK
audio/002.wav,0 days 00:00:24.495985147,0 days 00:00:26.062714522,False,1970-01-01 00:00:00.370,-0.44673341564071367,,label3,1,,,,z57Clp5qSy
audio/002.wav,0 days 00:00:27.906525810,0 days 00:00:31.941939858,True,1970-01-01 00:00:00.190,-0.5536220610313658,,label2,,label1,,,pxaUcsEppj
audio/002.wav,0 days 00:00:38.303748995,0 days 00:00:50.723489501,,1970-01-01 00:00:00.990,-0.81761228027986,19,,3,label1,sv9Rd6KXed,,AbYTNCMcBY
audio/002.wav,0 days 00:00:50.794995149,0 days 00:00:52.000372727,False,1970-01-01 00:00:00.720,-0.7951748584445089,29,label3,,label1,,0 days 00:00:00.360000,
audio/002.wav,0 days 00:00:53.598760449,0 days 00:00:54.134755752,False,1970-01-01 00:00:00.010,,86,label2,,label3,BuOUZVPQVd,,ZuMLZEwxic
audio/002.wav,0 days 00:00:56.946505203,0 days 00:00:57.730403658,False,1970-01-01 00:00:00.460,0.46319134359111325,15,label2,,label3,llyxnoMJoy,0 days 00:00:00.890000,SwjLHclTYl
audio/003.wav,0 days 00:00:05.827856987,0 days 00:00:07.345278438,True,,0.12274520423598201,73,,,,1KChzADR04,0 days 00:00:00.470000,
audio/003.wav,0 days 00:00:15.192571069,0 days 00:00:17.088285550,False,,0.08262298479722174,65,label3,2,,112tJWM0iK,,
audio/003.wav,0 days 00:00:20.741607988,0 days 00:00:28.324416192,,1970-01-01 00:00:00.680,,88,label2,,label3,b8ZbLzh8Zp,,pwqOlM25n6
audio/003.wav,0 days 00:00:30.444590368,0 days 00:00:37.915540179,True,,-0.8832431069326128,84,label1,,label1,MtXvUOeNwX,0 days 00:00:00.750000,rHMhm0o5lC
audio/003.wav,0 days 00:00:38.674419266,0 days 00:00:39.670055647,True,1970-01-01 00:00:00.940,0.75964042561115,,,1,,L8EwMz3wS0,0 days 00:00:00.130000,1XMKBNcZPF
audio/003.wav,0 days 00:00:40.479600675,0 days 00:00:41.276532670,False,1970-01-01 00:00:00.080,,25,label2,,label1,m1FwROlXEA,0 days 00:00:00.990000,
audio/003.wav,0 days 00:00:41.293257318,0 days 00:00:43.263647202,True,,0.23835565185827168,51,label1,1,label1,LBmLIh7fOI,0 days 00:00:00.850000,
audio/003.wav,0 days 00:00:43.673052982,0 days 00:00:46.048726076,False,1970-01-01 00:00:00.230,0.016210465921900008,0,label1,3,label3,,0 days 00:00:00.680000,8gauTpcLGl
audio/003.wav,0 days 00:00:49.043657001,0 days 00:00:50.511017398,False,,0.4347146375287898,,label1,2,label1,,,u4xsnRojB9
audio/003.wav,0 days 00:00:52.210097822,0 days 00:00:54.625564125,,1970-01-01 00:00:00.240,0.24306730710861668,29,label1,3,label2,au9ZJ6Vk7J,0 days 00:00:00.300000,a9fJsRd32g
audio/004.wav,0 days 00:00:03.005179654,0 days 00:00:14.339809423,True,1970-01-01 00:00:00.110,-0.9214754722827787,,label2,1,,e9UYg76CD2,0 days 00:00:00.890000,BwFh8H3tSq
audio/004.wav,0 days 00:00:14.794584459,0 days 00:00:19.145545524,False,1970-01-01 00:00:00.920,,84,label1,2,label2,04xbNx3vaI,0 days 00:00:00.550000,Mhp5RDEOPi
audio/004.wav,0 days 00:00:20.478059077,0 days 00:00:20.501721236,,1970-01-01 00:00:00.490,-0.7369725097218391,58,,2,label1,bX6rcXivCd,0 days 00:00:00.760000,
audio/004.wav,0 days 00:00:22.489702802,0 days 00:00:23.563394643,,1970-01-01 00:00:00.750,0.11138885633294482,38,,2,label1,,,8pc0vs8lU5
audio/004.wav,0 days 00:00:29.476430205,0 days 00:00:29.493870414,False,1970-01-01 00:00:00.010,-0.10710288850965854,,,1,label1,GJGDv5Jc50,,
audio/004.wav,0 days 00:00:31.717964470,0 days 00:00:32.338199246,,,0.7433711384009838,58,label2,,label1,e8bvedSEuK,,mvuJNfmiSM
audio/004.wav,0 days 00:00:37.020297067,0 days 00:00:37.330324720,False,,0.5199083824732282,98,label3,,,,0 days 00:00:00.820000,u0ORrvVynB
audio/004.wav,0 days 00:00:38.063778553,0 days 00:00:41.857161799,True,1970-01-01 00:00:00.690,-0.6062667148065504,49,label3,1,label3,,0 days 00:00:00.030000,cNlWkMQ6zF
audio/004.wav,0 days 00:00:46.774183592,0 days 00:00:47.535979473,True,1970-01-01 00:00:00.600,-0.1332373813202814,,,2,label2,7GyaA3DF2T,0 days 00:00:00.140000,B5wYeh9Ke3
audio/004.wav,0 days 00:00:48.280433271,0 days 00:00:58.813966248,,1970-01-01 00:00:00.370,0.856344508149482,20,label3,3,,IkCodZlYfo,,vsakn2Fm4z
audio/005.wav,0 days 00:00:01.781253811,0 days 00:00:06.050083810,,,-0.4995273570974035,69,label1,2,label2,WggRbsOhd3,0 days 00:00:00.520000,O5vpNDNbrT
audio/005.wav,0 days 00:00:07.593258702,0 days 00:00:13.090724495,False,,0.6031828476947119,,label1,2,,HdhqvmJ1eH,,Yvr76fXCBh
audio/005.wav,0 days 00:00:13.409631221,0 days 00:00:13.594161844,True,1970-01-01 00:00:00.020,,,label3,2,label2,a0wR9Ks6Ir,,
audio/005.wav,0 days 00:00:20.134975972,0 days 00:00:21.960498748,True,1970-01-01 00:00:00.000,,27,label3,3,,7MTDcVJ2h6,,QVL5qBFgnB
audio/005.wav,0 days 00:00:21.971222275,0 days 00:00:24.424512885,True,,,32,,2,label1,2v4PNmAFPQ,0 days 00:00:00.120000,LVKM9ZaPcn
audio/005.wav,0 days 00:00:27.740053151,0 days 00:00:29.731351447,,1970-01-01 00:00:00.910,0.6856918038957516,,,1,label2,,0 days 00:00:00.500000,sByWfhhnI2
audio/005.wav,0 days 00:00:30.287647072,0 days 00:00:30.365240397,False,1970-01-01 00:00:00.960,0.6973119525654554,51,,3,label3,70QoUgSpV9,0 days 00:00:00.190000,8c2JqIEhtt
audio/005.wav,0 days 00:00:43.356611692,0 days 00:00:47.110331329,True,1970-01-01 00:00:00.650,-0.7232501145614536,,label2,,label1,43h4x1m04L,0 days 00:00:00.690000,xecQlfEDZE
audio/005.wav,0 days 00:00:48.440427578,0 days 00:00:51.604134076,,1970-01-01 00:00:00.510,0.5668796912994385,92,,2,label3,tjjkuIS4jk,0 days 00:00:00.780000,eecxKipqCP
audio/005.wav,0 days 00:00:52.635972269,0 days 00:00:56.053015475,True,1970-01-01 00:00:00.380,0.3904859460937431,4,label3,2,label3,,0 days 00:00:00.230000,nnwjV7DkYA
audio/006.wav,0 days 00:00:01.965505494,0 days 00:00:03.415923880,True,1970-01-01 00:00:00.080,0.4189454853954171,15,label2,,label3,dEt69K6dJ3,,1KqoiENiut
audio/006.wav,0 days 00:00:06.617642207,0 days 00:00:10.540590762,False,1970-01-01 00:00:00.100,,,label1,2,,,0 days 00:00:00.430000,BTNNVlwzgG
audio/006.wav,0 days 00:00:12.515916914,0 days 00:00:13.335415610,True,,-0.4436192132773753,51,label2,,label1,a125qyUqJE,,uj8Pj2wdES
audio/006.wav,0 days 00:00:14.373515830,0 days 00:00:16.575632840,,1970-01-01 00:00:00.510,,62,label2,2,label3,,0 days 00:00:00.570000,WUGdGsavZE
audio/006.wav,0 days 00:00:19.304112939,0 days 00:00:25.674375929,True,1970-01-01 00:00:00.170,0.20350724412574572,88,label3,,label1,Pu0DoenD95,,VP5E9XVpFk
audio/006.wav,0 days 00:00:26.511373825,0 days 00:00:28.014910098,True,1970-01-01 00:00:00.370,-0.88646746689427,41,label1,2,,sVVD42dz5U,,nEoqaSnQ57
audio/006.wav,0 days 00:00:32.378620684,0 days 00:00:41.061154061,False,,-0.9710383222168055,33,label3,1,label2,Fb9wtkDPZN,0 days 00:00:00.430000,vs90Ena1WD
audio/006.wav,0 days 00:00:42.891104276,0 days 00:00:43.176648743,,,0.8674494265178896,14,label2,2,,e8xzqOtGOj,0 days 00:00:00.720000,FLDj1dJIE6
audio/006.wav,0 days 00:00:46.388160851,0 days 00:00:52.636655258,False,1970-01-01 00:00:00.600,-0.23936520777174053,,label3,,,BVUIhpr1bx,0 days 00:00:00.890000,2zofZoZ9ed
audio/006.wav,0 days 00:00:54.049927901,0 days 00:00:58.817242461,,1970-01-01 00:00:00.840,,98,label1,1,label1,Htg6zmRjH3,0 days 00:00:00,R0MXy8IThb
audio/007.wav,0 days 00:00:05.149671325,0 days 00:00:08.905668580,False,1970-01-01 00:00:00.780,,36,label3,1,label3,A6HoO9bY0c,0 days 00:00:00.880000,13UGANVdHi
audio/007.wav,0 days 00:00:09.467025562,0 days 00:00:12.417567283,True,,0.8460258814500619,,label1,3,label2,VbSW4acFmo,0 days 00:00:00.480000,lCVwvGsegz
audio/007.wav,0 days 00:00:15.326888584,0 days 00:00:27.955958341,,,,,,1,label3,,0 days 00:00:00.360000,
audio/007.wav,0 days 00:00:28.673675493,0 days 00:00:30.415747562,,1970-01-01 00:00:00.020,-0.13283948761871822,,label1,3,label3,g6Ye66gwhd,,
audio/007.wav,0 days 00:00:31.314628280,0 days 00:00:32.844385616,False,,0.1830114656496904,26,label1,,,vfXUncgACy,,EsHsC6IlBo
audio/007.wav,0 days 00:00:32.846306474,0 days 00:00:34.553510674,,1970-01-01 00:00:00.080,0.31317970640668147,18,label3,3,label2,,0 days 00:00:00.970000,
audio/007.wav,0 days 00:00:37.814531566,0 days 00:00:38.587862318,True,1970-01-01 00:00:00.980,0.797680941524372,,label2,,label3,1OSOYrvjs9,0 days 00:00:00.530000,cUF1OLjcNF
audio/007.wav,0 days 00:00:45.363486068,0 days 00:00:47.927356209,True,1970-01-01 00:00:00.150,,2,,,,eYPQ3j0S3Y,0 days 00:00:00.360000,07PEpwl7rU
audio/007.wav,0 days 00:00:51.165318443,0 days 00:00:53.343218448,True,1970-01-01 00:00:00.790,-0.0668494397810604,87,label1,,label1,,0 days 00:00:00.290000,dZkq1RLNti
audio/007.wav,0 days 00:00:53.497148237,0 days 00:00:59.467843171,True,1970-01-01 00:00:01.000,0.3130693342062474,51,label2,,label3,WHiZofM5Lt,0 days 00:00:00.870000,kejZKVyWBq
audio/008.wav,0 days 00:00:02.123410247,0 days 00:00:03.430207016,True,1970-01-01 00:00:00.790,-0.15924729714352548,43,label3,,label2,q6TiM4hxTc,0 days 00:00:00.420000,bTDtDPb4aC
audio/008.wav,0 days 00:00:09.301238381,0 days 00:00:20.000611956,False,,,,label3,2,label2,VEAPXahqX1,0 days 00:00:00.730000,yPuwM9U6Gx
audio/008.wav,0 days 00:00:25.242247659,0 days 00:00:31.356502510,True,1970-01-01 00:00:00.690,-0.2749273900979212,,label3,,label2,,0 days 00:00:00.090000,
audio/008.wav,0 days 00:00:33.292740356,0 days 00:00:34.640257202,False,1970-01-01 00:00:00.100,,27,,3,label3,56xVi1RVy1,0 days 00:00:00.290000,
audio/008.wav,0 days 00:00:35.191571750,0 days 00:00:39.722615660,True,1970-01-01 00:00:00.800,0.5515733254065767,81,label2,,label3,kK2rBQVRhf,0 days 00:00:00.110000,JUBBBiCDkR
audio/008.wav,0 days 00:00:40.941185926,0 days 00:00:40.974362713,False,1970-01-01 00:00:00.350,-0.7070924502770621,,label3,,label1,,0 days 00:00:00.890000,aiEoqvXZoe
audio/008.wav,0 days 00:00:45.111006303,0 days 00:00:45.644641369,True,,,27,label1,2,,PFBU73HIKk,,SyjE9XF7M4
audio/008.wav,0 days 00:00:48.595254565,0 days 00:00:48.600647831,False,,0.5882445244710821,,label2,2,label1,lSLDFXoS27,,EdGIjj9U4y
audio/008.wav,0 days 00:00:49.757318595,0 days 00:00:49.954037138,True,,0.10089801806501808,80,label2,3,label1,GtywE1pr8c,,
audio/008.wav,0 days 00:00:53.853176928,0 days 00:00:54.503177617,True,1970-01-01 00:00:00.280,0.6215205148511653,52,label3,,,,0 days 00:00:00.960000,B0AMzfX3Wo
audio/009.wav,0 days 00:00:00.171928347,0 days 00:00:01.266967522,True,1970-01-01 00:00:00.600,-0.5806787062656296,62,label1,3,,v1o06r54lX,,DqF3xXE7Vc
audio/009.wav,0 days 00:00:04.323160204,0 days 00:00:05.787293679,True,,0.07588378666448103,25,label1,2,label2,,0 days 00:00:00.800000,
audio/009.wav,0 days 00:00:15.333803632,0 days 00:00:23.827514576,,1970-01-01 00:00:00.250,0.008442871710919064,,label2,2,label3,Ca6QUckyHb,0 days 00:00:00.540000,ftb5l0Hjil
audio/009.wav,0 days 00:00:24.636169792,0 days 00:00:27.509662693,,1970-01-01 00:00:00.500,0.662550903493021,92,label3,,label1,zw04NAUSg8,,S3TxAHDpJ1
audio/009.wav,0 days 00:00:31.093529862,0 days 00:00:33.629407781,False,,-0.909606411253808,82,label3,2,label3,xmW9tOC68I,,gNG3RqxDUK
audio/009.wav,0 days 00:00:33.731151443,0 days 00:00:41.878547565,True,,,18,,1,label1,AelCeJtlY5,0 days 00:00:00.920000,6PXXWKOHH6
audio/009.wav,0 days 00:00:43.831541284,0 days 00:00:44.630180888,,,0.42655342271584873,,,1,label3,NqKLnsI5J5,0 days 00:00:00.710000,
audio/009.wav,0 days 00:00:46.084469685,0 days 00:00:46.158137574,True,1970-01-01 00:00:00.720,-0.6594669888466149,,label3,,label2,Lmx1hXLJgu,0 days 00:00:00.760000,JXhDAyOiYN
audio/009.wav,0 days 00:00:49.016941631,0 days 00:00:50.079307447,False,,-0.12905009671479428,22,label2,,,5sHSVafN2f,,5RO40DRrKo
audio/009.wav,0 days 00:00:54.442020980,0 days 00:00:57.572818657,,,0.5977120714461399,99,label1,3,label3,,0 days 00:00:00.010000,
audio/010.wav,0 days 00:00:01.408394789,0 days 00:00:02.036482870,True,1970-01-01 00:00:00.350,-0.0012727091872666296,,label1,3,label3,,0 days 00:00:01,mmI9nlZDZF
audio/010.wav,0 days 00:00:05.730597894,0 days 00:00:06.024115577,True,,0.31938877105443964,10,label2,3,label1,d83vzOqCkV,,cecFmjN8Ox
audio/010.wav,0 days 00:00:11.319209228,0 days 00:00:13.058869588,False,,0.015057289056887191,,label2,2,label1,jLWbp23i4B,,6dTsSefM1T
audio/010.wav,0 days 00:00:17.351468377,0 days 00:00:17.480034737,False,,-0.18282773722176104,,label3,1,label1,MiyOMhri9I,,q2UFSzSpg2
audio/010.wav,0 days 00:00:21.947670525,0 days 00:00:25.505641143,True,1970-01-01 00:00:00.020,,85,label2,3,,,0 days 00:00:00.860000,
audio/010.wav,0 days 00:00:26.016321257,0 days 00:00:26.956200130,False,,-0.7445765697509903,,label3,3,,,0 days 00:00:00.080000,avshCrAiJP
audio/010.wav,0 days 00:00:36.574654601,0 days 00:00:40.284191904,True,1970-01-01 00:00:00.190,0.35864725593105695,,,1,label1,l7xKOrpjqs,0 days 00:00:00.600000,
audio/010.wav,0 days 00:00:41.626171140,0 days 00:00:43.837727840,False,1970-01-01 00:00:00.920,0.6838584008886839,97,label1,,label1,Cc7lyV3QxF,0 days 00:00:00.590000,
audio/010.wav,0 days 00:00:52.949034815,0 days 00:00:54.389281892,False,1970-01-01 00:00:00.180,-0.2736626759317813,12,label1,1,label3,6VlS69fmiN,,PNYa8AQS7q
audio/010.wav,0 days 00:00:55.970895663,0 days 00:00:57.188886071,,1970-01-01 00:00:00.840,,33,,,label3,B91ovWFGK1,0 days 00:00:00.450000,pU5qFNQFWQ