modelai4bharatIndicConformer multilingualSpeech-recognition checkpoint from AI4Bharat. Real deployment needs dialect, audio-quality and domain-specific error analysis.Speech recognitionIndian sourceIndian languagesHugging FaceMIT
modelai4bharatIndicTrans2 English → IndicDistilled translation checkpoint for English-to-Indic workflows. Review publisher access conditions and evaluate each target language separately.TranslationIndian sourceIndian languagesHugging FaceMIT
datasetai4bharatIN22 ConversationalConversational translation evaluation data from AI4Bharat. A possible starting point for language-specific evaluation after access and license review.TranslationIndian sourceIndian languagesHugging FaceCC BY 4.0
datasetai4bharatIN22 GeneralTranslation evaluation dataset covering Indian languages. Use its stated license and access conditions; keep evaluation data separate from training data.TranslationIndian sourceIndian languagesHugging FaceCC BY 4.0
evaluationAI4Bharatindic-llm-eval-suiteIndian-language evaluation tooling from AI4Bharat. Compare results only when task versions and evaluation settings agree.EvaluationIndic languageIndian sourceIndian languagesGitHubLicense unknown
toolAI4BharatIndicLLMSuiteA blueprint for creating Pretraining and Fine-Tuning datasets for Indic languagesDatasetsIndic languageIndian sourceIndian languagesGitHubMIT
frameworkAI4BharatIndicTrans2Translation models for 22 scheduled languages of IndiaTranslationIndic languageIndian sourceIndian languagesGitHubMIT
researchJay Gala et al.IndicTrans2 research paperResearch paper describing IndicTrans2 and its translation resources. Read the original methodology and distinguish author-reported results from independent Suvyo evaluation.TranslationIndic languageIndian languagesarXivLicense unknown