audio
audioduration (s) 10
10
| file_path
stringlengths 32
62
| machine_type
stringclasses 3
values | operating_condition
stringclasses 3
values | label
stringclasses 2
values | anomaly_subtype
stringclasses 6
values | snr_level
stringclasses 4
values | duration_seconds
float32 10
10
| sample_rate
int32 22.1k
22.1k
| split
stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|
audio/fan_high_load_anomalous_bearing_fault_0.wav
|
fan
|
high_load
|
anomalous
|
bearing_fault
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_1.wav
|
fan
|
idle
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_2.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_bearing_fault_4.wav
|
fan
|
high_load
|
anomalous
|
bearing_fault
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_5.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_6.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_8.wav
|
fan
|
idle
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_obstruction_9.wav
|
fan
|
normal_load
|
anomalous
|
obstruction
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_11.wav
|
fan
|
high_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_bearing_fault_14.wav
|
fan
|
high_load
|
anomalous
|
bearing_fault
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_15.wav
|
fan
|
high_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_16.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_18.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_19.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_20.wav
|
fan
|
normal_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_obstruction_21.wav
|
fan
|
idle
|
anomalous
|
obstruction
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_22.wav
|
fan
|
normal_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_bearing_fault_23.wav
|
fan
|
idle
|
anomalous
|
bearing_fault
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_imbalance_24.wav
|
fan
|
normal_load
|
anomalous
|
imbalance
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_bearing_fault_26.wav
|
fan
|
idle
|
anomalous
|
bearing_fault
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_27.wav
|
fan
|
high_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_28.wav
|
fan
|
normal_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_30.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_bearing_fault_31.wav
|
fan
|
normal_load
|
anomalous
|
bearing_fault
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_imbalance_32.wav
|
fan
|
high_load
|
anomalous
|
imbalance
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_33.wav
|
fan
|
idle
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_bearing_fault_34.wav
|
fan
|
high_load
|
anomalous
|
bearing_fault
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_bearing_fault_35.wav
|
fan
|
normal_load
|
anomalous
|
bearing_fault
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_bearing_fault_37.wav
|
fan
|
normal_load
|
anomalous
|
bearing_fault
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_38.wav
|
fan
|
normal_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_39.wav
|
fan
|
high_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_41.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_obstruction_43.wav
|
fan
|
normal_load
|
anomalous
|
obstruction
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_46.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_47.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_48.wav
|
fan
|
high_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_imbalance_49.wav
|
fan
|
idle
|
anomalous
|
imbalance
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_50.wav
|
fan
|
normal_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_51.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_52.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_53.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_obstruction_55.wav
|
fan
|
idle
|
anomalous
|
obstruction
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_56.wav
|
fan
|
normal_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_57.wav
|
fan
|
normal_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_imbalance_58.wav
|
fan
|
normal_load
|
anomalous
|
imbalance
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_bearing_fault_59.wav
|
fan
|
idle
|
anomalous
|
bearing_fault
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_60.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_bearing_fault_61.wav
|
fan
|
high_load
|
anomalous
|
bearing_fault
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_62.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_imbalance_63.wav
|
fan
|
high_load
|
anomalous
|
imbalance
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_64.wav
|
fan
|
normal_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_65.wav
|
fan
|
normal_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_67.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_68.wav
|
fan
|
normal_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_69.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_73.wav
|
fan
|
normal_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_74.wav
|
fan
|
idle
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_75.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_78.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_79.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_80.wav
|
fan
|
normal_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_82.wav
|
fan
|
idle
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_imbalance_83.wav
|
fan
|
high_load
|
anomalous
|
imbalance
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_84.wav
|
fan
|
normal_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_85.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_bearing_fault_86.wav
|
fan
|
idle
|
anomalous
|
bearing_fault
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_bearing_fault_87.wav
|
fan
|
high_load
|
anomalous
|
bearing_fault
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_obstruction_88.wav
|
fan
|
idle
|
anomalous
|
obstruction
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_89.wav
|
fan
|
idle
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_imbalance_90.wav
|
fan
|
high_load
|
anomalous
|
imbalance
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_91.wav
|
fan
|
high_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_obstruction_93.wav
|
fan
|
idle
|
anomalous
|
obstruction
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_94.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_95.wav
|
fan
|
high_load
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_imbalance_96.wav
|
fan
|
high_load
|
anomalous
|
imbalance
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_obstruction_97.wav
|
fan
|
high_load
|
anomalous
|
obstruction
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_98.wav
|
fan
|
idle
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_bearing_fault_99.wav
|
fan
|
normal_load
|
anomalous
|
bearing_fault
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_100.wav
|
fan
|
high_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_101.wav
|
fan
|
normal_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_103.wav
|
fan
|
normal_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_bearing_fault_104.wav
|
fan
|
high_load
|
anomalous
|
bearing_fault
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_108.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_obstruction_109.wav
|
fan
|
normal_load
|
anomalous
|
obstruction
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_110.wav
|
fan
|
idle
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_anomalous_obstruction_111.wav
|
fan
|
high_load
|
anomalous
|
obstruction
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_imbalance_112.wav
|
fan
|
idle
|
anomalous
|
imbalance
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_obstruction_113.wav
|
fan
|
normal_load
|
anomalous
|
obstruction
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_obstruction_114.wav
|
fan
|
idle
|
anomalous
|
obstruction
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_115.wav
|
fan
|
idle
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_116.wav
|
fan
|
normal_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_117.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_118.wav
|
fan
|
normal_load
|
normal
|
none
|
low_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_anomalous_bearing_fault_119.wav
|
fan
|
normal_load
|
anomalous
|
bearing_fault
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_120.wav
|
fan
|
idle
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_normal_load_normal_none_121.wav
|
fan
|
normal_load
|
normal
|
none
|
clean
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_122.wav
|
fan
|
idle
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_normal_none_123.wav
|
fan
|
idle
|
normal
|
none
|
high_noise
| 10
| 22,050
|
train
|
|
audio/fan_high_load_normal_none_124.wav
|
fan
|
high_load
|
normal
|
none
|
medium_noise
| 10
| 22,050
|
train
|
|
audio/fan_idle_anomalous_imbalance_126.wav
|
fan
|
idle
|
anomalous
|
imbalance
|
medium_noise
| 10
| 22,050
|
train
|
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