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In readme i didn't find any steps for VQ-VAE-encoder + WaveNet decoder .Please can any one help me to proceed further.
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Hi, thanks for your awesome code!
When I try to run the VQ_CVAE model (imagenet), I find there is an error.
In vq_vae/nearest_embed.py, line 53. A comma is missed. I believe it should be `argmin,…
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Hai, I runned this code ,now i tried giving mfcc features as input ....i tried to keep jitter() function but iam not able to do... In pytorch i know
can you help to write this script in chainer...
I…
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Thanks for your implementation.
Could you tell me some details about the nums of GPUs you used, the training duration on your platform, and the memory occupied?
Thanks!
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Hi,
I was wondering how I can obtain the bits / dim in the VQ-VAE notebook. I tried the following:
use MSE loss to calculate the likelihood under a standard gaussian, then add the KL term to obt…
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![loss3](https://user-images.githubusercontent.com/43772493/46770014-07cda300-ccee-11e8-9e58-e6c83c0703dc.png)
Hi,
I try to play with vq-vae and i see its loss raises.
Can you suggest anything?…
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Dear Pranay,
I am working on generative models for musical sound synthesis. As other related works, the optimization of the generation uses spectrogram reconstructions (e.g. multiscale spectral los…
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I noticed that in train_vqvae.py, there are only two terms for the loss function; however, there appears to be three terms in the paper. I suppose the second term in the code refers to the commitment …
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I have 74862 train images and set batch size as 12 with 3 GPUs, this error message appears in the last step of epoch. This issue might be resolved with `drop_last=True` on DataLoader, or modify model …
Corea updated
5 years ago
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I implement va-vaq on tensorflow. I tried vq-vae v1 (no hierarchical encoder-decoder), and the validation loss decreases. But I tried vq-vae v2 and found that validation loss increases. I don't know w…