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Multilingual Indic Language Translation

This use case focuses on translation across Indian languages, enabling seamless communication in governance, education, business, and public services

About Use Case

India’s linguistic diversity creates barriers in governance, education, and business, especially for low-resource languages. AI-driven translation solutions can bridge these gaps by enabling seamless multilingual communication, enhancing accessibility, and supporting regional content localization.

Potential Use Cases:

  1. Text Translation Models: Converts text across Indian languages while preserving context and script compatibility.
  2. Multilingual Content Localization: Adapts websites, documents, and government portals for regional audiences.

 

Data Artifacts & Potential AI Solutions:

Input Data:

  • Indian Language Text Data: Includes legal, educational, and business documents.
  • Parallel Translation Datasets: Enhances chatbot and voice assistant translation accuracy.

Potential Outputs:

  • High-quality translations between major and low-resource Indian languages.
  • Localized digital content for governance, education, and business applications.
  • AI-powered chatbots for real-time multilingual customer support.

Potential Solutions:

  • Neural Machine Translation (Transformer Models): Enhances translation accuracy and contextual relevance.

 

Potential Benefits:

  1. Bridges Language Gaps: Enables inclusive access to information and services across diverse linguistic communities.
  2. Enhances Business & Governance Reach: Supports multilingual content for better public engagement.

Source Organization Source Organization

India AI

Tags Tags

  • Indian Languages
  • NLP
  • Computational Linguistics
  • Bhashini
  • Neural Machine Translation
  • IndicTrans2
  • Multilingual AI
  • Text Processing
  • Open Source
  • Deep Learning
  • AI
  • Machine Translation
  • AI-Powered Translation

Tags Sector

Sector Agnostic

Associated Datasets Associated Datasets

Updated 9 day(s) ago
Hindi to Malayalam Translation Benchmark Dataset
Hindi to Malayalam Translation Benchmark Dataset
Bhashini's Hindi-Malayalam Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Hindi-Malayalam
Microsoft
Machine Translation
News Domain
Benchmark
Bilingual Translation
Language Modeling
NLP Dataset
Document-Level Evaluation
Translation
  • Downloads3
  • File Size1.57 MB
  • Views28

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Bengali to Gujarati Translation Benchmark Dataset
Bengali to Gujarati Translation Benchmark Dataset
Bhashini's Bengali-Gujarati Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Benchmark
NLP Dataset
Language Modeling
Bilingual Translation
News Domain
Machine Translation
Microsoft
Bengali-Gujarati
Translation
Document-Level Evaluation
  • Downloads2
  • File Size1.37 MB
  • Views29

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Tamil to Sindhi Translation Benchmark Dataset
Tamil to Sindhi Translation Benchmark Dataset
Bhashini's Tamil-Sindhi Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Translation
Document-Level Evaluation
NLP Dataset
Language Modeling
Bilingual Translation
Benchmark
News Domain
Machine Translation
Microsoft
Tamil-Sindhi
  • Downloads2
  • File Size1.31 MB
  • Views16

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Telugu to Urdu Translation Benchmark Dataset
Telugu to Urdu Translation Benchmark Dataset
Bhashini's Telugu-Urdu Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Bilingual Translation
Telugu-Gujrati
Microsoft
Machine Translation
News Domain
Benchmark
Language Modeling
NLP Dataset
Document-Level Evaluation
Translation
  • Downloads3
  • File Size1.17 MB
  • Views19

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Sindhi to Gujarati Translation Benchmark Dataset
Sindhi to Gujarati Translation Benchmark Dataset
Bhashini's Sindhi-Gujarati Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Translation
Document-Level Evaluation
NLP Dataset
Language Modeling
Bilingual Translation
Benchmark
News Domain
Machine Translation
Microsoft
Sindhi-Gujrati
  • Downloads3
  • File Size1.11 MB
  • Views19

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Gujarati to English Translation Benchmark Dataset
Gujarati to English Translation Benchmark Dataset
Bhashini's Gujarati-English Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Gujrati-English
Microsoft
Machine Translation
News Domain
Benchmark
Bilingual Translation
Language Modeling
NLP Dataset
Document-Level Evaluation
Translation
  • Downloads2
  • File Size999.07 KB
  • Views28

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Bengali to Malayalam Translation Benchmark Dataset
Bengali to Malayalam Translation Benchmark Dataset
Bhashini's Bengali-Malayalam Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Translation
Document-Level Evaluation
NLP Dataset
Language Modeling
Bilingual Translation
Bengali-Malayalam
Benchmark
News Domain
Machine Translation
Microsoft
  • Downloads1
  • File Size1.56 MB
  • Views31

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
English to Bengali Translation Benchmark Dataset
English to Bengali Translation Benchmark Dataset
Bhashini's English-Bengali Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
English-Bengali
Microsoft
Machine Translation
News Domain
Benchmark
Bilingual Translation
Language Modeling
NLP Dataset
Document-Level Evaluation
Translation
  • Downloads2
  • File Size1007.50 KB
  • Views28

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Telugu to English Translation Benchmark Dataset
Telugu to English Translation Benchmark Dataset
Bhashini's Telugu-English Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Translation
Telugu-bengali
Microsoft
Machine Translation
News Domain
Benchmark
Bilingual Translation
Language Modeling
NLP Dataset
Document-Level Evaluation
  • Downloads4
  • File Size1021.54 KB
  • Views33

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Kannada to Marathi Translation Benchmark Dataset
Kannada to Marathi Translation Benchmark Dataset
Bhashini's Kannada-Marathi Translation Benchmark is a detailed text dataset for testing machine translation quality. It includes document-level information and helps researchers build better multilingual translation systems.
Kannada-Marathi
Microsoft
Machine Translation
News Domain
Benchmark
Bilingual Translation
Language Modeling
NLP Dataset
Document-Level Evaluation
Translation
  • Downloads2
  • File Size1.48 MB
  • Views17

DIGITAL INDIA BHASHINI DIVISION

Associated Models Associated Models

Indic Trans2
AI4Bharat's Indic-Trans-v2 is a multilingual Transformer (~1.1BM) NMT model trained on Samanantar v2 dataset which is the largest publicly available parallel corpora collection for languages of India at the time of writing (23 March 2023). We currently release two models - Indic to English and English to Indic and support all the 22 scheduled languages of India.
Machine Translation
Language Modeling
Bilingual Translation
Multilingual Translation
Machine Translation
Regional Languages
Indian Languages
Indic-TransV2
NLP
Computational Linguistics
  • Downloads16
  • File Size214.60 KB
  • Views176
Updated 9 day(s) ago

DIGITAL INDIA BHASHINI DIVISION