Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/bagustris/wav2vec2-indonesian

Implementasi wav2vec2 untuk bahasa Indonesia

https://github.com/bagustris/wav2vec2-indonesian

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.4%) to scientific vocabulary
Last synced: 11 months ago · JSON representation

Repository

Implementasi wav2vec2 untuk bahasa Indonesia

Basic Info
  • Host: GitHub
  • Owner: bagustris
  • Language: Python
  • Default Branch: master
  • Size: 15.6 KB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created almost 5 years ago · Last pushed almost 5 years ago
Metadata Files
Readme

README.md

wav2vec2-indonesian

Code based on:

  • https://github.com/patil-suraj/wav2vec2-sprint
  • https://github.com/galuhsahid/wav2vec2-indonesian

Git clone

~~~ git clone git@github.com:bagustris/wav2vec2-indonesian.git /home/$USER/github/wav2vec2-indonesian ~~~

Additional steps:

~~~ mkdir -p workspace/output_models/wav2vec2-large-xlsr-indonesian mkdir -p workspace/data mkdir outV-torch3/ ~~~

To be run on abci.ai

bash qsub -g (groups | awk '{print $2}') runV-torch3.sh

Output Sample Tree

~~~ [aad13432ni@es2 ~]$ tree workspace/outputmodels/ workspace/outputmodels/ └── wav2vec2-large-xlsr-indonesian ├── checkpoint-3500 │ ├── config.json │ ├── optimizer.pt │ ├── preprocessorconfig.json │ ├── pytorchmodel.bin │ ├── rngstate.pth │ ├── scaler.pt │ ├── scheduler.pt │ ├── trainerstate.json │ └── trainingargs.bin ├── preprocessorconfig.json ├── specialtokensmap.json ├── tokenizer_config.json └── vocab.json ~~~

WER (word error rate) on Test set:

  • version 1 (using cv-corpus id v6.1): 19.3 %

Demo

HuggingFace model

Owner

  • Name: Bagus Tris Atmaja
  • Login: bagustris
  • Kind: user
  • Location: Tsukuba
  • Company: AIST

Researcher @aistairc @VibrasticLab

GitHub Events

Total
Last Year

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 7
  • Total Committers: 1
  • Avg Commits per committer: 7.0
  • Development Distribution Score (DDS): 0.0
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Bagus Tris Atmaja b****s@y****m 7

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
Pull Request Authors
Top Labels
Issue Labels
Pull Request Labels