Code Monkey home page Code Monkey logo

las_mandarin_pytorch's Introduction

MachineLearning   Python   DeepLearning   PyTorch   Tensorflow

visitor badge   visitor badge    

Top Langs

Readme Card Readme Card Readme Card Readme Card Readme Card Readme Card Readme Card

las_mandarin_pytorch's People

Contributors

jackaduma avatar

Stargazers

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

Watchers

 avatar  avatar  avatar  avatar

las_mandarin_pytorch's Issues

KeyError: 'core'

python main.py --config ./config/aishell_asr_example_lstm4atthead1.yaml --test

Using test mode

Traceback (most recent call last):
File "main.py", line 83, in
solver = Solver(config, paras, mode)
File "/data02/sam.yi/LAS_Mandarin_PyTorch/test_asr.py", line 24, in init
super().init(config, paras, mode)
File "/data02/sam.yi/LAS_Mandarin_PyTorch/core/solver.py", line 75, in init
open(config['core']['config'], 'r'), Loader=yaml.FullLoader)
KeyError: 'core'

best error rate

Firstly, thanks for your share! I've been looking for an implement on ASR using RNNs+Attention/Transformer, just like the translation implements.
Could you please tell us your best error rate using these codes you uploaded? Thanks.

How to train the LM?

Hello again! I have modified your ASR model struture and used a larger madarin dataset to train it. The CER has already reached down to 10.5 after 1m step without Language Model.

I'd like to see how further it improves by using the LM. But I don't know how to train on your LM codes yet. Could you please tell us how to train it, infer with it, or share your "yaml" file to us? Thanks in advance!

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.