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AI-Powered Voice Assistant for Farmers

This use case focuses on voice assistant using Automatic Speech Recognition (ASR) to help farmers access agricultural insights regional Indian languages

About Use Case

This use case focuses on a multilingual AI voice assistant using Automatic Speech Recognition (ASR) to help farmers access weather updates, market prices, and government schemes in regional Indian languages, improving accessibility and decision-making.


Potential Use Cases:

  1. Voice-Based Agricultural Advisory: Enables farmers to ask questions and receive AI-driven responses in their native language.
  2. Real-Time Weather & Market Price Updates: Provides alerts on weather conditions and daily mandi (market) prices to aid decision-making.
  3. Government Scheme Assistance: Helps farmers access subsidy programs, loans, and agricultural support initiatives.

 

Data Artifacts & Potential AI Solutions:

Input Data:

  • Regional Language Voice Data: Voice datasets in Hindi, Marathi, Tamil, Telugu, Punjabi, and other Indian languages.
  • Agricultural Knowledge Base: Crop advisory, government schemes, market prices, and pest control data.
  • Weather & Market Price Feeds: Live updates on weather conditions and mandi rates.

 

Potential Outputs:

  • AI-powered voice responses providing agricultural insights.
  • Real-time text/audio updates on weather, market prices, and government schemes.
  • Automated pest and disease identification through voice-based reports.

 

Potential Solutions:

  • Automatic Speech Recognition (ASR) (Bhashini): Converts farmer queries into text.
  • Natural Language Understanding (NLU): Extracts intent and retrieves relevant agricultural information.
  • Text-to-Speech (TTS): Delivers responses in the farmer’s preferred regional language.

 

Potential Benefits:

  1. Increases Accessibility: Enables non-literate farmers to access crucial agricultural information.
  2. Improves Decision-Making: Helps farmers plan better with real-time weather and market updates.
  3. Enhances Farmer Support: Simplifies access to government schemes and expert crop advice.

Source Organization Source Organization

India AI

Tags Tags

  • Agriculture
  • ASR
  • NLP
  • Computational Linguistics
  • Machine Learning
  • Indic Languages
  • Open Source
  • Deep Learning
  • AI
  • Automatic Speech Recognition
  • Speech-to-Text
  • Voice Assistant
  • Farmers
  • Rural Development
  • Digital India
  • Smart Farming
  • Government Schemes
  • Market Prices
  • IVR

Tags Sector

Agriculture, Forestry and Rural Development

Associated Datasets Associated Datasets

Updated 9 day(s) ago
Sanskrit ASR Benchmark Dataset: Noisy Speech Recognition
Sanskrit ASR Benchmark Dataset: Noisy Speech Recognition
Sanskrit ASR (Automatic Speech Recognition) benchmark noisy dataset from Bhashini for supporting the development of robust regional speech recognition systems.
Tahir Javed
Sanskrit
Audio Processing
Noisy Data
Regional Languages
ASR
Speech Technology
Automatic Speech Recognition
General Domain
Benchmark
NLP Dataset
  • Downloads7
  • File Size554.67 MB
  • Views77

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Punjabi ASR Benchmark Dataset (Kathbath hard Punjabi)
Punjabi ASR Benchmark Dataset (Kathbath hard Punjabi)
Hard Punjabi ASR (Automatic Speech Recognition) benchmark dataset from Bhashini for supporting the development of robust regional speech recognition systems.
News Domain
Speech Processing
ASR
AI4Bharat
Automatic Speech Recognition
Low-Resource Languages
General Domain
Punjabi
Benchmark
NLP Dataset
  • Downloads2
  • File Size171.68 MB
  • Views17

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Punjabi ASR Benchmark Dataset (Common voice Punjabi)
Punjabi ASR Benchmark Dataset (Common voice Punjabi)
Punjabi ASR (Automatic Speech Recognition) benchmark dataset for supporting the development of robust regional speech recognition systems.
Automatic Speech Recognition
Audio Processing
Regional Languages
ASR
AI4Bharat
Speech Technology
Punjabi
Benchmark
NLP Dataset
  • Downloads1
  • File Size22.20 MB
  • Views19

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Hindi ASR Benchmark Dataset for News and General Domains (Kathbath hard Hindi)
Hindi ASR Benchmark Dataset for News and General Domains (Kathbath hard Hindi)
Hindi ASR (Automatic Speech Recognition) benchmark dataset from Bhashini for news and general domains, supporting the development of robust regional speech recognition systems.
Audio Processing
NLP Dataset
Hindi
Benchmark
News Domain
General Domain
Automatic Speech Recognition
Speech Technology
AI4Bharat
ASR
Regional Languages
  • Downloads2
  • File Size330 MB
  • Views44

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Tamil ASR Benchmark Dataset for Noisy Speech Recognition: Kathbath Tamil noisy test known
Tamil ASR Benchmark Dataset for Noisy Speech Recognition: Kathbath Tamil noisy test known
Tamil ASR (Automatic Speech Recognition) benchmark noisy test dataset from Bhashini for supporting the development of robust regional speech recognition systems.
Noisy Data
Tahir Javed
NLP Dataset
Benchmark
Tamil
General Domain
Automatic Speech Recognition
Speech Technology
ASR
Regional Languages
Audio Processing
  • Downloads0
  • File Size551.16 MB
  • Views22

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Odia ASR Benchmark Dataset for Noisy Speech Recognition: Kathbath Odia noisy test unknown
Odia ASR Benchmark Dataset for Noisy Speech Recognition: Kathbath Odia noisy test unknown
Odia ASR (Automatic Speech Recognition) benchmark noisy test dataset from Bhashini for supporting the development of robust regional speech recognition systems.
Speech Technology
NLP Dataset
Benchmark
General Domain
Automatic Speech Recognition
Odia
ASR
Regional Languages
Noisy Data
Audio Processing
Tahir Javed
  • Downloads0
  • File Size131.84 MB
  • Views24

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Telugu ASR Benchmark Dataset (Indictts Telugu)
Telugu ASR Benchmark Dataset (Indictts Telugu)
Telugu ASR (Automatic Speech Recognition) benchmark dataset from Bhashini for supporting the development of robust regional speech recognition systems.
Telugu
Regional Languages
ASR
AI4Bharat
Literature Domain
Speech Technology
Tourism Domain
Automatic Speech Recognition
General Domain
News Domain
Benchmark
NLP Dataset
Audio Processing
  • Downloads0
  • File Size46.70 MB
  • Views18

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Urdu ASR Benchmark Dataset for News and General Domains (Kathbath hard Urdu)
Urdu ASR Benchmark Dataset for News and General Domains (Kathbath hard Urdu)
Urdu ASR (Automatic Speech Recognition) benchmark dataset from Bhashini for news and general domains, supporting the development of robust regional speech recognition systems.
Audio Processing
NLP Dataset
Benchmark
News Domain
Urdu
General Domain
Automatic Speech Recognition
Speech Technology
AI4Bharat
ASR
Regional Languages
  • Downloads1
  • File Size345.43 MB
  • Views11

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Odia ASR Benchmark Dataset for News and General Domains (Kathbath Odia)
Odia ASR Benchmark Dataset for News and General Domains (Kathbath Odia)
Odia ASR (Automatic Speech Recognition) benchmark dataset from Bhashini for news and general domains, supporting the development of robust regional speech recognition systems.
NLP Dataset
Audio Processing
Regional Languages
ASR
AI4Bharat
Speech Technology
Odia
Automatic Speech Recognition
General Domain
News Domain
Benchmark
  • Downloads0
  • File Size339.12 MB
  • Views20

DIGITAL INDIA BHASHINI DIVISION

Updated 9 day(s) ago
Urdu ASR Benchmark Dataset for Noisy Environments: Kathbath Urdu Noisy test unknown
Urdu ASR Benchmark Dataset for Noisy Environments: Kathbath Urdu Noisy test unknown
Urdu ASR (Automatic Speech Recognition) benchmark noisy test dataset from Bhashini for supporting the development of robust regional speech recognition systems.
NLP Dataset
Benchmark
Urdu
General Domain
Automatic Speech Recognition
Speech Technology
ASR
Regional Languages
Noisy Data
Audio Processing
Tahir Javed
  • Downloads1
  • File Size135.33 MB
  • Views13

DIGITAL INDIA BHASHINI DIVISION