README.md

metadata

dataset_info:
  - config_name: audio/AndhraPradesh/Anantpur
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  - config_name: audio/AndhraPradesh/Chittoor
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  - config_name: audio/AndhraPradesh/Guntur
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  - config_name: audio/AndhraPradesh/Krishna
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  - config_name: audio/AndhraPradesh/Vishakapattanam
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  - config_name: audio/Bihar/Araria
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  - config_name: audio/Bihar/Begusarai
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  - config_name: audio/Bihar/Bhagalpur
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  - config_name: audio/Bihar/Darbhanga
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  - config_name: audio/Bihar/EastChamparan
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  - config_name: audio/Bihar/Gaya
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  - config_name: audio/Bihar/Gopalganj
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  - config_name: audio/Bihar/Jahanabad
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  - config_name: audio/Bihar/Jamui
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  - config_name: audio/Bihar/Kishanganj
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  - config_name: audio/Bihar/Lakhisarai
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  - config_name: audio/Bihar/Madhepura
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  - config_name: audio/Bihar/Muzaffarpur
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  - config_name: audio/Bihar/Purnia
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  - config_name: audio/Bihar/Saharsa
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  - config_name: audio/Bihar/Samastipur
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  - config_name: audio/Bihar/Saran
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  - config_name: audio/Bihar/Sitamarhi
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  - config_name: audio/Bihar/Supaul
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  - config_name: audio/Bihar/Vaishali
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  - config_name: audio/Chhattisgarh/Balrampur
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  - config_name: audio/Chhattisgarh/Jashpur
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  - config_name: audio/Chhattisgarh/Kabirdham
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  - config_name: audio/Chhattisgarh/Korba
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  - config_name: audio/Chhattisgarh/Raigarh
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  - config_name: audio/Chhattisgarh/Rajnandgaon
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  - config_name: audio/Chhattisgarh/Sarguja
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  - config_name: audio/Chhattisgarh/Sukma
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  - config_name: audio/Goa/NorthSouthGoa
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  - config_name: audio/Jharkhand/Jamtara
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      - name: language
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        dtype: string
      - name: language
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      - name: gender
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  - config_name: audio/WestBengal/Purulia
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  - config_name: images
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        dtype: image
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        num_bytes: 29630876707.294
        num_examples: 130158
    download_size: 28357209793
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configs:
  - config_name: AndhraPradesh_Anantpur
    data_files:
      - split: train
        path: audio/AndhraPradesh/Anantpur/train-*
  - config_name: AndhraPradesh_Chittoor
    data_files:
      - split: train
        path: audio/AndhraPradesh/Chittoor/train-*
  - config_name: AndhraPradesh_Guntur
    data_files:
      - split: train
        path: audio/AndhraPradesh/Guntur/train-*
  - config_name: AndhraPradesh_Krishna
    data_files:
      - split: train
        path: audio/AndhraPradesh/Krishna/train-*
  - config_name: AndhraPradesh_Srikakulam
    data_files:
      - split: train
        path: audio/AndhraPradesh/Srikakulam/train-*
  - config_name: AndhraPradesh_Vishakapattanam
    data_files:
      - split: train
        path: audio/AndhraPradesh/Vishakapattanam/train-*
  - config_name: Bihar_Araria
    data_files:
      - split: train
        path: audio/Bihar/Araria/train-*
  - config_name: Bihar_Begusarai
    data_files:
      - split: train
        path: audio/Bihar/Begusarai/train-*
  - config_name: Bihar_Bhagalpur
    data_files:
      - split: train
        path: audio/Bihar/Bhagalpur/train-*
  - config_name: Bihar_Darbhanga
    data_files:
      - split: train
        path: audio/Bihar/Darbhanga/train-*
  - config_name: Bihar_EastChamparan
    data_files:
      - split: train
        path: audio/Bihar/EastChamparan/train-*
  - config_name: Bihar_Gaya
    data_files:
      - split: train
        path: audio/Bihar/Gaya/train-*
  - config_name: Bihar_Gopalganj
    data_files:
      - split: train
        path: audio/Bihar/Gopalganj/train-*
  - config_name: Bihar_Jahanabad
    data_files:
      - split: train
        path: audio/Bihar/Jahanabad/train-*
  - config_name: Bihar_Jamui
    data_files:
      - split: train
        path: audio/Bihar/Jamui/train-*
  - config_name: Bihar_Kishanganj
    data_files:
      - split: train
        path: audio/Bihar/Kishanganj/train-*
  - config_name: Bihar_Lakhisarai
    data_files:
      - split: train
        path: audio/Bihar/Lakhisarai/train-*
  - config_name: Bihar_Madhepura
    data_files:
      - split: train
        path: audio/Bihar/Madhepura/train-*
  - config_name: Bihar_Muzaffarpur
    data_files:
      - split: train
        path: audio/Bihar/Muzaffarpur/train-*
  - config_name: Bihar_Purnia
    data_files:
      - split: train
        path: audio/Bihar/Purnia/train-*
  - config_name: Bihar_Saharsa
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      - split: train
        path: audio/Bihar/Saharsa/train-*
  - config_name: Bihar_Samastipur
    data_files:
      - split: train
        path: audio/Bihar/Samastipur/train-*
  - config_name: Bihar_Saran
    data_files:
      - split: train
        path: audio/Bihar/Saran/train-*
  - config_name: Bihar_Sitamarhi
    data_files:
      - split: train
        path: audio/Bihar/Sitamarhi/train-*
  - config_name: Bihar_Supaul
    data_files:
      - split: train
        path: audio/Bihar/Supaul/train-*
  - config_name: Bihar_Vaishali
    data_files:
      - split: train
        path: audio/Bihar/Vaishali/train-*
  - config_name: Chhattisgarh_Balrampur
    data_files:
      - split: train
        path: audio/Chhattisgarh/Balrampur/train-*
  - config_name: Chhattisgarh_Bastar
    data_files:
      - split: train
        path: audio/Chhattisgarh/Bastar/train-*
  - config_name: Chhattisgarh_Bilaspur
    data_files:
      - split: train
        path: audio/Chhattisgarh/Bilaspur/train-*
  - config_name: Chhattisgarh_Jashpur
    data_files:
      - split: train
        path: audio/Chhattisgarh/Jashpur/train-*
  - config_name: Chhattisgarh_Kabirdham
    data_files:
      - split: train
        path: audio/Chhattisgarh/Kabirdham/train-*
  - config_name: Chhattisgarh_Korba
    data_files:
      - split: train
        path: audio/Chhattisgarh/Korba/train-*
  - config_name: Chhattisgarh_Raigarh
    data_files:
      - split: train
        path: audio/Chhattisgarh/Raigarh/train-*
  - config_name: Chhattisgarh_Rajnandgaon
    data_files:
      - split: train
        path: audio/Chhattisgarh/Rajnandgaon/train-*
  - config_name: Chhattisgarh_Sarguja
    data_files:
      - split: train
        path: audio/Chhattisgarh/Sarguja/train-*
  - config_name: Chhattisgarh_Sukma
    data_files:
      - split: train
        path: audio/Chhattisgarh/Sukma/train-*
  - config_name: Goa_NorthSouthGoa
    data_files:
      - split: train
        path: audio/Goa/NorthSouthGoa/train-*
  - config_name: Jharkhand_Jamtara
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      - split: train
        path: audio/Jharkhand/Jamtara/train-*
  - config_name: Jharkhand_Sahebganj
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      - split: train
        path: audio/Jharkhand/Sahebganj/train-*
  - config_name: Karnataka_Belgaum
    data_files:
      - split: train
        path: audio/Karnataka/Belgaum/train-*
  - config_name: Karnataka_Bellary
    data_files:
      - split: train
        path: audio/Karnataka/Bellary/train-*
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      - split: train
        path: audio/Karnataka/Bijapur/train-*
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        path: audio/Karnataka/Chamrajnagar/train-*
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        path: audio/Karnataka/DakshinKannada/train-*
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        path: audio/Karnataka/Dharwad/train-*
  - config_name: Karnataka_Gulbarga
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      - split: train
        path: audio/Karnataka/Gulbarga/train-*
  - config_name: Karnataka_Mysore
    data_files:
      - split: train
        path: audio/Karnataka/Mysore/train-*
  - config_name: Karnataka_Raichur
    data_files:
      - split: train
        path: audio/Karnataka/Raichur/train-*
  - config_name: Karnataka_Shimoga
    data_files:
      - split: train
        path: audio/Karnataka/Shimoga/train-*
  - config_name: Maharashtra_Aurangabad
    data_files:
      - split: train
        path: audio/Maharashtra/Aurangabad/train-*
  - config_name: Maharashtra_Chandrapur
    data_files:
      - split: train
        path: audio/Maharashtra/Chandrapur/train-*
  - config_name: Maharashtra_Dhule
    data_files:
      - split: train
        path: audio/Maharashtra/Dhule/train-*
  - config_name: Maharashtra_Nagpur
    data_files:
      - split: train
        path: audio/Maharashtra/Nagpur/train-*
  - config_name: Maharashtra_Pune
    data_files:
      - split: train
        path: audio/Maharashtra/Pune/train-*
  - config_name: Maharashtra_Sindhudurga
    data_files:
      - split: train
        path: audio/Maharashtra/Sindhudurga/train-*
  - config_name: Maharashtra_Solapur
    data_files:
      - split: train
        path: audio/Maharashtra/Solapur/train-*
  - config_name: Rajasthan_Churu
    data_files:
      - split: train
        path: audio/Rajasthan/Churu/train-*
  - config_name: Rajasthan_Nagaur
    data_files:
      - split: train
        path: audio/Rajasthan/Nagaur/train-*
  - config_name: Telangana_Karimnagar
    data_files:
      - split: train
        path: audio/Telangana/Karimnagar/train-*
  - config_name: Telangana_Nalgonda
    data_files:
      - split: train
        path: audio/Telangana/Nalgonda/train-*
  - config_name: UttarPradesh_Budaun
    data_files:
      - split: train
        path: audio/UttarPradesh/Budaun/train-*
  - config_name: UttarPradesh_Deoria
    data_files:
      - split: train
        path: audio/UttarPradesh/Deoria/train-*
  - config_name: UttarPradesh_Etah
    data_files:
      - split: train
        path: audio/UttarPradesh/Etah/train-*
  - config_name: UttarPradesh_Ghazipur
    data_files:
      - split: train
        path: audio/UttarPradesh/Ghazipur/train-*
  - config_name: UttarPradesh_Gorakhpur
    data_files:
      - split: train
        path: audio/UttarPradesh/Gorakhpur/train-*
  - config_name: UttarPradesh_Hamirpur
    data_files:
      - split: train
        path: audio/UttarPradesh/Hamirpur/train-*
  - config_name: UttarPradesh_Jalaun
    data_files:
      - split: train
        path: audio/UttarPradesh/Jalaun/train-*
  - config_name: UttarPradesh_JyotibaPhuleNagar
    data_files:
      - split: train
        path: audio/UttarPradesh/JyotibaPhuleNagar/train-*
  - config_name: UttarPradesh_Muzzaffarnagar
    data_files:
      - split: train
        path: audio/UttarPradesh/Muzzaffarnagar/train-*
  - config_name: UttarPradesh_Varanasi
    data_files:
      - split: train
        path: audio/UttarPradesh/Varanasi/train-*
  - config_name: Uttarakhand_TehriGarhwal
    data_files:
      - split: train
        path: audio/Uttarakhand/TehriGarhwal/train-*
  - config_name: Uttarakhand_Uttarkashi
    data_files:
      - split: train
        path: audio/Uttarakhand/Uttarkashi/train-*
  - config_name: WestBengal_DakshinDinajpur
    data_files:
      - split: train
        path: audio/WestBengal/DakshinDinajpur/train-*
  - config_name: WestBengal_Jalpaiguri
    data_files:
      - split: train
        path: audio/WestBengal/Jalpaiguri/train-*
  - config_name: WestBengal_Jhargram
    data_files:
      - split: train
        path: audio/WestBengal/Jhargram/train-*
  - config_name: WestBengal_Kolkata
    data_files:
      - split: train
        path: audio/WestBengal/Kolkata/train-*
  - config_name: WestBengal_Malda
    data_files:
      - split: train
        path: audio/WestBengal/Malda/train-*
  - config_name: WestBengal_North24Parganas
    data_files:
      - split: train
        path: audio/WestBengal/North24Parganas/train-*
  - config_name: WestBengal_PaschimMedinipur
    data_files:
      - split: train
        path: audio/WestBengal/PaschimMedinipur/train-*
  - config_name: WestBengal_Purulia
    data_files:
      - split: train
        path: audio/WestBengal/Purulia/train-*
  - config_name: images
    data_files:
      - split: train
        path: images/train-*
task_categories:
  - automatic-speech-recognition
  - text-to-speech
pretty_name: Vaani
license: cc-by-4.0
language:
  - ne
  - as
  - ml
  - gu
  - or
  - en
  - ta
  - ur
  - te
  - kn
  - bn
  - hi
size_categories:
  - 10M<n<100M

Project Vaani, by IISc, Bangalore and ARTPARK, is capturing the true diversity of India’s spoken languages to propel language AI technologies and content for an inclusive Digital India.

We expect to create data corpora of over 150,000 hours of speech, part of which will be transcribed in local scripts, while ensuring linguistic, educational, urban-rural, age, and gender diversity (among other potential diversity characteristics). These diligently collected and curated datasets of natural speech and text from about 1 million people across all 773 districts of India will be open-sourced. The current version of the data is open-sourced here. Going forward, we hope to open source through platforms like Bhashini (under the National Language Translation Mission, MeiTY).

This will boost the development of technologies such as automatic speech recognition (ASR), speech to speech translation (SST), and natural language understanding (NLU) that reflect the ground realities of how Indians speak.

Google is funding the Project Vaani.

VAANI dataset covers 54 languages collected form 80 districts across India. It contains 84617 speakers utterance saved in 9584933 files with duration of 15954.62 hours. Out this data, we have transcribed 554.69 hours of data spanning almost equally across the 80 districts. In the data collection process, we have used 129028 images to collect the audios.

To learn more, please click here

How to use the data

You can load the dataset using the load_dataset function from the datasets library. When loading the dataset, you can specify which subset (formatted as {State}_{District}) you would like to access. Please refer to the dataset card to explore the available subsets. Additionally, you will need to use an access token, which you can obtain here, to access the dataset.

from datasets import load_dataset
dataset_subset = load_dataset("ARTPARK-IISc/VAANI", "Goa_NorthSouthGoa",token=<access_token>)

Contact Us

We are always open to new ideas and collaborations. Feel free to reach out to us at vaanicontact@gmail.com