Spaces:
Running
Running
File size: 1,320 Bytes
22f37d2 3785cde 22f37d2 69a586e 22f37d2 3785cde |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 |
---
title: BanglaFeel Translator
emoji: 🌍💬
colorFrom: blue
colorTo: green
sdk: docker
pinned: false
license: apache-2.0
app_port: 7860
---
# BanglaFeel Translator
A Flask web application for English to Bengali transliteration using a custom-trained DualEncoderDecoder model.
## How to Use
Visit the deployed Space URL and type or paste English text into the input box. Click "Translate" to see the Bengali transliteration.
## Model Details
This model is a custom architecture (DualEncoderDecoder) combining T5 (csebuetnlp/banglat5) with a hybrid character CNN and word LSTM encoder.
* **Base T5 Model:** `csebuetnlp/banglat5`
* **Base Encoder Tokenizer:** `csebuetnlp/banglabert`
* **Custom Components:** CharCNN, WordLSTM, HybridEncoder
* Trained for English to Bengali transliteration.
## Intended Uses & Limitations
* **Intended Use:** Transliteration of English text (phonetically representing Bengali words) into Bengali script.
* **Limitations:**
* May not handle all English phonetic variations perfectly.
* Performance depends on the training data.
* Currently handles inputs up to 500 characters.
* The free hosting tier might experience cold starts.
## License
The code and model are licensed under the Apache License 2.0. See the `LICENSE` file for details. |