Heartbeat dataset
Ground truth
Name
Audio
Description
normal__201101070538
normal class, rate = 3.60
normal__201108011118
normal class, rate = 3.02
murmur__201101051104
murmur class, rate = 2.25
murmur__201108222258
murmur class, rate = 1.89
extrahls__201104270459
extra heart sound class, rate = 1.82
extrahls__201101070953
extra heart sound class, rate = 1.69
Generation with real conditioning
Name
Audio
Description
heart_real_normal
synthesised with real MFCCs, RMSE, and SC; normal class
Varying control parameters "class and "rate"
Name
Audio
Description
heart_cl2_rt15
normal class, rate = 1.5
heart_cl2_rt23
normal class, rate = 2.3
heart_cl2_rt30
normal class, rate = 3.0
heart_cl2_rt25_32
normal class, rate steadily increasing from 2.5 to 3.2
heart_cl1_rt15
murmur class, rate = 1.5
heart_cl1_rt23
murmur class, rate = 2.3
heart_cl1_rt30
murmur class, rate = 3.0
heart_cl0_rt15
extra heart sound class, rate = 1.5
heart_cl0_rt23
extra heart sound class, rate = 2.3
heart_cl0_rt30
extra heart sound class, rate = 3.0
Varying sampling temperature
Name
Audio
Description
heart_temp_05
T = 0.5
heart_temp_15
T = 1.5