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.

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

Add Basque model v0.1.7 #27

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Conversation

zuazo
Copy link

@zuazo zuazo commented Jan 9, 2023

I have made some more improvements to the previously shared model and #25 :

  1. Trained from scratch with CUDA 11.6 and Tensorflow 1.15.5.
  2. Added Wikipedia corpus to the scorer.
  3. Optimized alpha and beta hyperparameters (134 trials).
  4. Trained on Common Voice 12.
  5. Added EusCrawl corpus to improve the LM.

The new accuracy:

Test Corpus WER CER
Common Voice 12.00% 4.48%

The models can be downloaded from here: https://aholab.ehu.eus/~xzuazo/models/Basque%20STT%20v0.1.7/

@zuazo zuazo mentioned this pull request Jan 9, 2023
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

1 participant