Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Transformer LM lattice rescoring #34

Open
greed2411 opened this issue Oct 22, 2021 · 1 comment
Open

Transformer LM lattice rescoring #34

greed2411 opened this issue Oct 22, 2021 · 1 comment
Labels
winter-of-code gdsc's woc

Comments

@greed2411
Copy link
Member

To be updated.
@greed2411 greed2411 added the winter-of-code gdsc's woc label Oct 22, 2021
@pskrunner14
Copy link
Contributor

Implement PyTorch Transformer LM lattice rescoring in the Decoder class of kaldi-serve core C++ library. Please find a similar implementation for RNN LM lattice rescoring here. The idea here is to be able to rescore the n-gram LM lattice using a more sophisticated model like a Transformer to acheive greater accuracy.

Relevant links:

  1. PyTorch NN Lattice Rescoring - script
  2. NN LM Rescore - Source
  3. LM Lattice Rescore - Source

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
winter-of-code gdsc's woc
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@greed2411 @pskrunner14