Daniel Bermuth

Duckling has problems detecting large numbers in german. For example "_in fünfzig tausend sekunden_" will be recognized, but with the correct spelling "_in fünfzigtausend sekunden_" it doesn't work. Another example:...

Freeze layers for transfer learning

16

Currently when doing transfer learning we reinitialize the uppermost layers randomly. Afterwards training is continuing normally. But this has the problem that gradients are also propagated through the lower layers...

Training performance drop after augmentation refactoring

9

I have the feeling that the training performance, duration and accuracy, got worse after the augmentation refactoring commits. Before the training of my dataset took about 2:10h and today it...

Other italian models for transfer learning

4

Hi, I just wanted to notify you that I did train another Italian model some time ago, which you can find here: https://gitlab.com/Jaco-Assistant/deepspeech-polyglot I did use about the same amount...

Hi, I made some updates while trying to get it work with newer python libraries: - Fixing float index error. - Replace scipy.imresize with cv2.resize because imresize was removed. -...

Spoken Language Understanding with FSTs

1

Hi, I would like to notify you about my project [finstreder](https://gitlab.com/Jaco-Assistant/finstreder), which is combining FSTs with Intent and Entity tagging for Spoken Language Understanding. The approach itself is quite simple...

Docker improvements and arm64 image building.

7

This PR add automatic testing while building the docker image, as well as an arm64 version. I'm already using them as part of the offline voice assistant [Jaco](https://gitlab.com/Jaco-Assistant/Jaco-Master), but I...