Martynas Jurkus

How you are able to achieve such good results with your models? I've trained conformed subword model, but it stops improving after ~20 epochs. I've updated Keras trainer to use...

Yeah, the amount of data is the answer... That's what I thought. Here's couple: Very clean, 16k data, 50hrs:  Mixed data: clean and noisy, 16k, 100hrs:  It's...

Using conformer with characters worked way better, than using subwords. Managed to get decent results (WER ~15%) do not have the graphs for those, though. Regarding augmentation - I figured,...

I'm also suffering from log GPU utilization, but even with a single GPU. See graph below. Detals: - TensorFlowASR v0.7.1 - `train_ga_conformer` - config - see below. If I try...

Might want to contribute to https://commonvoice.mozilla.org/en/languages to enable crowdsourcing for your language. That's what I did at least. And then promote the hell out of that thing to get ppl...

I haven't used this implementation of DeepSepeech2 and can't comment on it. How much data do you have? In hours? With different implementations (on PyTorch) I had about 150 hours...

It's a multi-module project. One thing is that we keep dependencies in separate gradle file and then `apply from: 'dependencies.gradle'` in application gradle file.

`implementation`/`api` depends on the specific module. `com.google.maps.android` is included as `implementation` `com.android.support` dependencies are included as `api`

These dependencies are in `dependencies.gradle` ``` api "com.android.support:support-fragment:${Versions.SUPPORT_LIBRARY}" api "com.android.support:appcompat-v7:${Versions.SUPPORT_LIBRARY}" api "com.android.support:recyclerview-v7:${Versions.SUPPORT_LIBRARY}" api "com.android.support:cardview-v7:${Versions.SUPPORT_LIBRARY}" api "com.android.support:gridlayout-v7:${Versions.SUPPORT_LIBRARY}" api "com.android.support:design:${Versions.SUPPORT_LIBRARY}" //See https://developers.google.com/android/guides/setup for latest versions implementation "com.google.android.gms:play-services-auth:16.0.1" implementation "com.google.android.gms:play-services-base:${Versions.PLAY_SERVICE}" implementation "com.google.android.gms:play-services-basement:16.1.0" implementation...

`PLAY_SERVICE = 16.0.0` `SUPPORT_LIBRARY = 28.0.0`