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CVAE decoder, residual connection
conditioning on z, additive residual connection on each decoder layer from the previous layer
0
2022-09-30
VAE pretrain
raw wave -> downsample -> min max normalization over 6 hex pickups -> CQT -> log scale -> z score normalize
0
2022-09-23
VAE pretrain w/o normalizing waveform
wave -> cqt -> db cqt -> z score normalization
might improve after more epochs
changing the lr would help
0
2022-09-22
Baseline reproduction 2nd try
attention dropout = 0
input feature = abs(cqt) # no normalization or scaling
64 -> 128 epoch
lr = 0.0001
0
2022-09-20