The NE-Stack
Models built for
Northeast India.
From speech to text, translation to vision; every model is trained from authentic community data across Northeast India’s indigenous languages. Open-source, production-ready, and deployable offline.
Flagship models
NE-ASR
Speech Recognition
Multilingual ASR system covering 8 Northeast Indian languages. Fine-tuned on 267+ hours of native speech data collected across Meghalaya, Mizoram, Manipur, Tripura, Arunachal Pradesh, Nagaland and Assam.
NE-OCR
Text Recognition
Unified OCR model for 9 Northeast Indian language-script pairs. Trained on 1.34M text-image pairs from native corpora. Fastest inference at 17.2ms per image.
NE-BERT
Language Models
Regional state-of-the-art open-source encoder for 9 Northeast Indian languages. Built on ModernBERT for superior speed and accuracy in low-resource NLP tasks.
Kren-M
Generative Language Model
Kren is MWire Labs’ flagship generative LM — a bilingual Khasi-English model developed through extensive continued pre-training on Gemma 2 (2B). The talk and reasoning layer of the NE-Stack.
Open Model Family
NLP
BERT Suite + Language ID
SPEECH
Speech Models
Translation
Machine Translation
Vision Langauge
MultiModels
Embeddings
Text Embeddings
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API access, on-premise licensing, and custom integration support available.