A simple, consistent and extendable toolkit for IndicTrans2. (Pypi: https://pypi.org/project/indictranstoolkit)
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Updated
Apr 30, 2026 - Cython
A simple, consistent and extendable toolkit for IndicTrans2. (Pypi: https://pypi.org/project/indictranstoolkit)
AI-powered video translation pipeline that converts English-speaking videos into multiple Indic languages while preserving the speaker's voice and synchronizing realistic lip movements.
AI that reads tender documents and bids, checks every eligibility criterion, explains every verdict, and flags doubts for human review - making CRPF procurement faster, fairer, and fully auditable.
A complete engineering case study in building an event-driven OCR pipeline: system design, distributed workers, hybrid AI model routing, and production observability - not just an OCR API wrapper.
An open-source conversational AI assistant for rural & semi-urban India. Supports voice-based queries in Hindi, Punjabi, Tamil, Bengali and more. Converts speech to text (ASR), retrieves answers via RAG, translates between Indic ↔ English, and responds back with Indic TTS. Built with AI4Bharat models, Whisper, Flan-T5, IndicTrans2, and IndicLID.
Multilingual concept prerequisite lookup across Indian school curriculum (NCERT) and Buddhist dharma terminology.
Book Translator is an ML-powered tool that translates books and documents from English to 20+ Indian languages using AI4Bharat's IndicTrans2 model, preserving PDF layout and formatting throughout the translation.
A transliteration + translation pipeline benchmarking multiple NMT models for code-mixed Hinglish and Tanglish text
Engineering content translator — English ⇄ Marathi & Hindi. Built with IndicTrans2, FastAPI, Streamlit. BLEU 30.4 (Marathi), 42.6 (Hindi).
Open source multilingual voice OS — 22 Indian languages via AI4Bharat (IndicTrans2, IndicConformer, Parler-TTS, IndicXlit) + faster-whisper. Jarvis-style desktop assistant.
Offline multilingual AI speech translator for Indian languages using Whisper, IndicTrans2, and Raspberry Pi 4 with sub-10s edge inference.
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