https://github.com/faisalahmedbijoy/chattogram-language-to-standard-bangla-language-conversion

Chattogram language to standard bangla language conversion
https://github.com/faisalahmedbijoy/chattogram-language-to-standard-bangla-language-conversion

Last synced: about 4 hours ago
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Chattogram language to standard bangla language conversion

• Host: GitHub
• URL: https://github.com/faisalahmedbijoy/chattogram-language-to-standard-bangla-language-conversion
• Owner: FaisalAhmedBijoy
• Created: 2024-03-04T15:43:22.000Z (9 months ago)
• Default Branch: master
• Last Pushed: 2024-05-22T10:17:22.000Z (6 months ago)
• Last Synced: 2024-05-22T11:28:45.729Z (6 months ago)
• Language: Jupyter Notebook
• Size: 164 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## Local Chattogram Lanugage to Standard Bangla Language Conversion

The model is training on encoder decoder with attention mechanism. 

## Installation

```bash

pip install -r requirements.txt

```

## Requirements

```bash

numpy==1.19.5

sentencepiece==0.1.97

tokenizers==0.8.1

torch==1.11.0+cu113

torchsummary==1.5.1

torchtext==0.12.0

torchvision==0.12.0+cu113

transformers==3.0.2

nltk==3.7 

```

## Dataset

Local Chittagong to Standard Bangla Book

## Configuration

```bash

epochs : 300

batch_size : 150

n_layers : 6  

heads : 8

d_model :512

dropout : 0.1

lr : 0.0001

```

## Inference

```bash

input : ওগ্গ মাছ লাগিব 

Ground Truth : একটা মাছ লাগবে

prediction: একটা বড় মাছ লাগবে

```