https://github.com/laleye/fongbespeechdataset

Fongbe Speech Data Collection
https://github.com/laleye/fongbespeechdataset

Last synced: 11 days ago
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Fongbe Speech Data Collection

• Host: GitHub
• URL: https://github.com/laleye/fongbespeechdataset
• Owner: laleye
• License: cc0-1.0
• Created: 2022-06-01T23:23:29.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-11-30T19:39:31.000Z (about 1 year ago)
• Last Synced: 2023-11-30T20:38:27.366Z (about 1 year ago)
• Language: Python
• Homepage:
• Size: 32.2 KB
• Stars: 4
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: readme.md
  • License: LICENSE

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README

        
# Fongbe Speech Collection



[![Python](https://img.shields.io/badge/Python-3.8-3776AB?style=for-the-badge&logo=Python&logoColor=f1c40f)](https://www.python.org/downloads/)

[![DOI](https://img.shields.io/badge/DOI-10.5281/zenodo.6604637-3776AB?style=for-the-badge)](https://doi.org/10.5281/zenodo.6604637)

[2th place of Google NLP Hack Series](https://zindi.africa/competitions/google-asr-hack-series-africa-asr-data-challenge)



## Data

You must first download the dataset by following this [link](https://doi.org/10.5281/zenodo.6604637) and unzip the file by putting the **lab** and **wav** subfolders at the root of the dataset folder.

## Train a model

### Requirements

```sh

pip install -r requirements.txt

```

### Run training

To train a model with our collected data, run the following

```bash

python train.py

```

### Loss and WER obtained

![Training and Validation Losses](./losses.png  "Training and Validation Losses")

![WER](./wer.png  "WER")

## Citation

Cite as:

```bibtex

@dataset{laleye_frejus_a_a_2022_6604637,

  author       = {Laleye Fréjus A. A.},

  title        = {Fongbe speech dataset},

  month        = {jun},

  year         = {2022},

  publisher    = {Zenodo},

  version      = {1.0},

  doi          = {10.5281/zenodo.6604637},

  url          = {https://doi.org/10.5281/zenodo.6604637}

}

```