Tools & Libraries সরঞ্জাম
Tokenizers, normalizers, embeddings, transliteration, and speech wrappers for working with Bangla text.
bnlp-toolkitsagorsarker
Tokenization, embeddings (word2vec/fastText/GloVe), NER, POS for Bangla.
$ pip install bnlp_toolkitPython✓ verified 2026-06-28
normalizercsebuetnlp
Unicode + punctuation normalization used by BanglaBERT/BanglaT5 pipelines.
$ pip install git+https://github.com/csebuetnlp/normalizerPython✓ verified 2026-06-28
bnunicodenormalizerBengaliAI
Deterministic grapheme-level Bangla unicode error correction.
$ pip install bnunicodenormalizerPython✓ verified 2026-05-30
sbnltksoumitri
Bangla NLP toolkit: NER, POS, stemmer, sentiment, extractive summarizer.
$ pip install sbnltkPython✓ verified 2026-04-15
bkitgiga-tech
Text cleaning, normalization, tokenization, lemmatization for Bangla.
$ pip install bkitPython✓ verified 2026-07-19
avro.pyhitblast
Phonetic Banglish→Bangla transliteration (Avro keyboard scheme).
$ pip install avro-pyPython✓ verified 2026-06-12
indic-nlp-libraryanoopkunchukuttan
Script processing, normalization, transliteration for Indic languages incl. Bangla.
$ pip install indic-nlp-libraryPython✓ verified 2026-06-12
BanglaSpeech2Textshhossain
Ready-to-use Bangla ASR wrapper over Whisper checkpoints.
$ pip install banglaspeech2textPython✓ verified 2026-03-27
banglaarsho
Utilities: Bangla numerals, dates, and text helpers.
$ pip install banglaPython✓ verified 2026-02-09