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Description

  • Total Audio Files: 673,659
  • Total Audio Length: 856.20 hours
  • Total Audio Collected Data: 18 OCT, 2024

Department-wise Statistics (After Removal)

Department Number of Audio Files Total Audio Length (hours)
STT_AB 174,525 224.92
STT_HS 87,088 96.27
STT_NS 241,007 318.28
STT_NW 97,145 137.82
STT_PC 73,894 78.90

Summary:

After removing the departments STT_MV, STT_CS, and STT_TT, the dataset now contains:

  • 673,659 total audio files
  • 856.20 hours of total audio length

Dataset Statistics

Configuration: default

Split: train

Total Rows: 658,629

dept

  • Type: categorical
  • Data Type: object
  • Unique Values: 5

Value Distribution:

Value Count Percentage
STT_NS 236,407 35.89%
STT_AB 170,922 25.95%
STT_NW 94,703 14.38%
STT_HS 84,797 12.87%
STT_PC 71,800 10.90%

grade

  • Type: numerical
  • Data Type: int64
  • Sum: 1,868,909.00
  • Average: 2.84

char_len

  • Type: numerical
  • Data Type: int64
  • Sum: 56,512,069.00
  • Average: 85.80

audio_len

  • Type: numerical
  • Data Type: float64
  • Sum: 3,021,517.13
  • Average: 4.59

Split: validation

Total Rows: 10,030

dept

  • Type: categorical
  • Data Type: object
  • Unique Values: 5

Value Distribution:

Value Count Percentage
STT_NS 3,600 35.89%
STT_AB 2,603 25.95%
STT_NW 1,442 14.38%
STT_HS 1,291 12.87%
STT_PC 1,094 10.91%

grade

  • Type: numerical
  • Data Type: int64
  • Sum: 28,472.00
  • Average: 2.84

char_len

  • Type: numerical
  • Data Type: int64
  • Sum: 866,463.00
  • Average: 86.39

audio_len

  • Type: numerical
  • Data Type: float64
  • Sum: 46,381.25
  • Average: 4.62

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