Popular GitHub Repositories for Bangla

BNLP is a natural language processing toolkit for Bengali Language.

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.

Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

BanglaSpeech2Text: An open-source offline speech-to-text package for Bangla language. Fine-tuned on the latest whisper speech to text model for optimal performance.

Bangla text to speech, Multilingual (Bangla, English) real-time speech synthesis library

Bangla-Bert is a pretrained bert model for Bengali language

Transformer based Bangla Speech Recognition

Bangla NLP dataset. Bangla NER,POStag, text summarization, stopword, translate, sentiment analysis, wiki articles, root word, dataset etc.

Aiming to achieve ultimate Multilingual TTS pipeline with main focus on releasing COQUI?TTS(Text-to-Speech) based high performing neural voice cloning systems for Bangla for the first time, supporting different SOTA models for Bangla and also Multilingual (Arabic+Bengali) code mixed TTS pipeline.

Bangla NLP toolkit. Bangla NER, POStag, Stemmer, Word embedding, sentence embedding, summarization, preprocessor, sentiment analysis, etc.

Bangla news classification and generation

MediBeng Whisper Tiny 通过训练 Whisper Tiny 模型来翻译孟加拉语和英语混合语音，将其转换成英语，从而改进医生与患者对话的转录工作。这使得分析、记录保存以及在医疗保健中使用人工智能变得更加容易。

Automatic Context Sensitive Spelling Correction for Bangla Text Using Bert and Levenstein Distance

BanglaTTS is a text-to-speech (TTS) system for Bangla language that works in offline mode. You can convert text to speech in male or female voice.

Automated Bangla License Plate Detection and Recognition - Implementation. For thesis report visit- https://github.com/dipu-bd/thesis-report

The first Bangla Text To Speech System for Bangladeshi Bangla (Katha)

Bangla word2vec using skipgram approach

Line and Word Segmentation for Bangla Handwritten Text Recognition

Bangla NLP toolkit.

Bangla Sentiment Classification