junwenbai / c-dsvae Goto Github PK
View Code? Open in Web Editor NEWContrastively Disentangled Sequential Variational Audoencoder
Contrastively Disentangled Sequential Variational Audoencoder
Thank you for sharing your programs.
I attempted to reproduce C-DSVAE but couldn't find the edited dataset(data.pkl
).
If you might see #1, Could you share the dataset or the program to create it?
Hello, I have a question about the generation of time variant latent z_t
I think in the paper z_t depends on z_0,...,z_t-1.
while in your code latents are sampled independently, although with a rnn hidden state.
features, _ = self.z_rnn(lstm_out)
z_mean = self.z_mean(features)
z_logvar = self.z_logvar(features)
z_post = self.reparameterize(z_mean, z_logvar, random_sampling=True)
I think the randomness of previous latent are not introduced to the cureent latent, I'm wondering whether this is the same meaning with the paper?
Thank you for sharing the code!
I have a question about the grid search. In Section 4.3 from the paper, it is written
Models are trained until convergence and the one with the best validation accuracy would be chosen for testing.
I wonder if the accuracy refers to the metric ACC. For example, were the TIMIT hyperparameters chosen based on the best speaker identification accuracy on the validation set?
Hi,
If you don't mind, could you share '../dataset/Sprite/data.pkl' with us?
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.