With reference to the Anuvani speech AI ecosystem, consider the following statements: 1. The ecosystem supports 22 scheduled languages and Indian English. 2. The models are released as proprietary software for private use only. 3. The Anuvani-LID model utilizes 115.6 million parameters. Which of the statements given above is/are correct?

CIIL launches Anuvani open-source speech AI for 22 languages and Indian English

GS3Economy · S&T · Environment · Security· IT, AI, semiconductors & computing· Prelims· 27 October 2026

AI for linguistic diversity: a GS3 Science & Technology and Digital Inclusion case study.

Why in news

The Central Institute of Indian Languages (CIIL) launched Anuvani, an open-source speech AI ecosystem to support 22 scheduled languages and Indian English.

Background

CIIL, under the Department of Higher Education (Ministry of Education), released Anuvani-LID and Anuvani-Diarization. The models utilize 115.6 million and 76.1 million parameters respectively to assist developers and public institutions.

Facts for Prelims

BodyCIIL: Central Institute of Indian Languages operates under the Department of Higher Education, Ministry of Education
S&TAnuvani-LID and Anuvani-Diarization: Open-source speech AI models for 22 scheduled languages and Indian English
FactAnuvani models use 115.6 million and 76.1 million parameters respectively

Prelims practice question

With reference to the Anuvani speech AI ecosystem, consider the following statements:

The ecosystem supports 22 scheduled languages and Indian English.
The models are released as proprietary software for private use only.
The Anuvani-LID model utilizes 115.6 million parameters.

Which of the statements given above is/are correct?

(a)1 only
(b)2 only
(c)1 and 2 only
(d)1 and 3 only

Show answer

Answer: (d) 1 and 3 only — Statements 1 and 3 are correct. Statement 2 is incorrect: The models are open-source to assist developers and public institutions.

For Mains

Q. Discuss how open-source AI models like Anuvani can bridge the linguistic divide and enhance inclusive governance in a multilingual country like India.

Dimensions to cover in your answer

Linguistic inclusivity: Democratizing access to AI services for non-English speaking populations
Data sovereignty: Reducing reliance on proprietary global AI models for Indian languages
Digital divide: Overcoming technical barriers for public institutions in rural areas

Keywords: Open-source AI · Linguistic Diversity · Speech Recognition · Digital Inclusion · Scheduled Languages

Read the full news →Report a mistake in this note How notes are made Source: The Hindu ↗Also: GS2 · Education policy

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