Giter Site home page Giter Site logo

rumeysakeskin / asr-fine-tuning-for-low-resource-languages Goto Github PK

View Code? Open in Web Editor NEW
13.0 13.0 0.0 466 KB

Transfer learning for ASR with subword encoding CTC model (NVIDIA NeMo Citrinet) on low-resource languages

Jupyter Notebook 100.00%
asr citrinet ctc-model fine-tuning google-sentencepiece low-resource-languages nvidia-nemo tokenizer transfer-learning

asr-fine-tuning-for-low-resource-languages's Introduction

asr-fine-tuning-for-low-resource-languages's People

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

asr-fine-tuning-for-low-resource-languages's Issues

Model Evaluation

Hi,

I trained a Turkish model by applying the steps you described in this repository.
It was very helpful and thanks.

When I evaluate the .nemo model with this code, the output manifest generated is changing Turkish characters to garbage values like "\u00f6 = ö"

Also transcription output is always "pred_test" = "b".

  1. Can you suggest a proper way to evaluate my model.
  2. And why you think that the prediction is always "b"

Screenshot from 2023-07-20 13-08-26

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.