Recording of final project demo dedicated to anomalous sound detection, prepared under MADE (by VK) education program.
Time codes
00:00 General overview
00:12 Normal sound example
00:25 Anomaly sound example
00:42 Time wrapping augmentation
00:54 Noise augmentation
01:09 Error analysis
01:20 Normal good case
01:30 Anomaly good case
01:35 Normal bad case
01:40 Anomaly bad case
01:45 Latent space for Valve
01:57 Latent space for ToyCar
02:08 Latent space for Fan
02:25 Latent space for Slider
02:39 GAN normal sound
02:54 GAN epoch 150
03:11 GAN epoch 600
03:28 GAN epoch 1500
03:40 Result table