Datasets:

ARTPARK-IISc
/

Vaani

	---
	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/Srikakulam
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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/Gopalganj
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	pretty_name: Vaani
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	- gu
	- or
	- en
	- ta
	- ur
	- te
	- kn
	- bn
	- hi
	size_categories:
	- 10M<n<100M
	---
	Project Vaani, by [IISc, Bangalore](https://iisc.ac.in/) and [ARTPARK](https://artpark.in/), 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.
	![alt text](https://storage.googleapis.com/image-for-displaying-huggingface-page/district_map_new.png)

	VAANI dataset covers 54 languages collected form 80 districts across India. It contains 84617 speakers utterance saved in 9584933 files with duration of 15954.85 hours.
	Out this data, we have transcribed 788.03 hours of data spanning almost equally across the 80 districts.
	In the data collection process, we have used 129028 images to collect the audios.

	\| District \| Anantpur \| Araria \| Aurangabad \| Balrampur \| Bastar \| Begusarai \| Belgaum \| Bellary \| Bhagalpur \| Bijapur \| Bilaspur \| Budaun \| Chamarajanagar \| Chandrapur \| Chittoor \| Churu \| DakshinDinajpur \| DakshinaKannada \| Darbhanga \| Deoria \| Dharwad \| Dhule \| EastChamparan \| Etah \| Gaya \| Ghazipur \| Gopalganj \| Gorakhpur \| Gulbarga \| Guntur \| Hamirpur \| Jahanabad \| Jalaun \| Jalpaiguri \| Jamtara \| Jamui \| Jashpur \| Jhargram \| JyotibaPhuleNagar \| Kabirdham \| Karimnagar \| Kishanganj \| Kolkata \| Korba \| Krishna \| Lakhisarai \| Madhepura \| Malda \| Muzaffarnagar \| Muzaffarpur \| Mysore \| Nagaur \| Nagpur \| Nalgonda \| North24Parganas \| NorthSouthGoa \| PaschimMedinipur \| Pune \| Purnia \| Purulia \| Raichur \| Raigarh \| Rajnandgaon \| Saharsa \| Sahebganj \| Samastipur \| Saran \| Sarguja \| Shimoga \| Sindhudurg \| Sitamarhi \| Solapur \| Srikakulam \| Sukma \| Supaul \| TehriGarhwal \| Uttarkashi \| Vaishali \| Varanasi \| Vishakapattanam \|
	\| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \|
	\| Audio Duration(Hrs) \| 227.07 \| 193.34 \| 185.93 \| 186.69 \| 197.95 \| 194.28 \| 195.52 \| 210.2 \| 198.71 \| 189.48 \| 205.75 \| 202.7 \| 192.3 \| 186.38 \| 200.0 \| 194.11 \| 204.4 \| 183.52 \| 199.18 \| 192.71 \| 198.74 \| 193.87 \| 212.87 \| 197.21 \| 227.33 \| 189.85 \| 230.4 \| 194.71 \| 183.49 \| 217.53 \| 206.96 \| 202.44 \| 227.16 \| 198.96 \| 210.66 \| 209.32 \| 183.39 \| 182.4 \| 195.24 \| 199.59 \| 224.51 \| 202.5 \| 211.86 \| 195.08 \| 176.9 \| 193.66 \| 194.33 \| 207.15 \| 198.96 \| 197.23 \| 206.77 \| 196.48 \| 193.55 \| 216.38 \| 214.0 \| 189.71 \| 199.81 \| 201.09 \| 205.61 \| 198.46 \| 195.08 \| 187.36 \| 188.13 \| 189.89 \| 195.65 \| 221.85 \| 228.76 \| 180.2 \| 196.35 \| 185.83 \| 220.75 \| 208.04 \| 233.84 \| 135.94 \| 186.73 \| 207.47 \| 196.15 \| 201.36 \| 192.1 \| 176.95 \|
	\| Trans. Duration(Hrs) \| 10.66 \| 10.24 \| 9.93 \| 11.84 \| 9.45 \| 8.32 \| 11.44 \| 10.89 \| 8.8 \| 7.59 \| 10.45 \| 11.08 \| 9.15 \| 9.03 \| 11.02 \| 11.92 \| 10.27 \| 10.2 \| 8.91 \| 8.87 \| 9.9 \| 11.79 \| 8.74 \| 10.9 \| 9.18 \| 7.91 \| 9.5 \| 7.86 \| 5.29 \| 11.66 \| 11.19 \| 8.96 \| 11.3 \| 8.49 \| 13.84 \| 9.36 \| 7.21 \| 8.62 \| 10.73 \| 8.33 \| 7.42 \| 8.54 \| 12.22 \| 8.44 \| 10.16 \| 8.59 \| 7.45 \| 10.51 \| 11.29 \| 9.91 \| 11.34 \| 12.39 \| 11.25 \| 7.52 \| 12.1 \| 9.57 \| 8.51 \| 13.74 \| 9.61 \| 9.39 \| 10.18 \| 10.06 \| 7.96 \| 8.67 \| 9.09 \| 10.59 \| 11.2 \| 7.52 \| 10.01 \| 11.35 \| 10.15 \| 9.95 \| 11.34 \| 7.73 \| 8.84 \| 11.95 \| 9.43 \| 11.3 \| 8.38 \| 11.59 \|
	\| Audio Language-wise Duration(Hrs) \| Telugu: 161.407, Hindi: 51.933, Urdu: 9.869, Marathi: 1.378, Bengali: 1.188, Tamil: 1.167, Kannada: 0.131 \| Hindi: 167.755, Maithili: 22.732, Angika: 1.678, Bengali: 0.254, Bhojpuri: 0.216, Telugu: 0.096, Urdu: 0.612 \| Marathi: 106.157, Hindi: 79.5, Bengali: 0.132, Telugu: 0.14 \| Hindi: 172.646, Chhattisgarhi: 8.294, Awadhi: 5.753 \| Halbi: 41.791, Hindi: 130.032, Chhattisgarhi: 24.205, Bhatri: 1.029, Oriya: 0.554, Bengali: 0.241, Gondi: 0.101 \| Angika: 12.869, Hindi: 131.54, Maithili: 32.628, Bhojpuri: 1.217, Telugu: 0.12, Magahi: 0.082, Urdu: 15.825 \| Hindi: 12.865, Kannada: 143.791, Marathi: 34.809, Malayalam: 0.273, Telugu: 3.582, Urdu: 0.204 \| Kannada: 153.043, Hindi: 8.392, Urdu: 2.593, Telugu: 44.414, Tamil: 0.716, English: 0.388, Bearybashe: 0.489, Malayalam: 0.165 \| Angika: 45.029, Maithili: 9.685, Hindi: 141.861, Marathi: 0.647, Bhojpuri: 0.157, Magahi: 0.275, Bengali: 0.582, Telugu: 0.193, Urdu: 0.284 \| Kannada: 173.44, Hindi: 10.735, Malayalam: 0.283, Telugu: 0.288, Urdu: 3.193, Bengali: 1.393, English: 0.146 \| Hindi: 191.55, Chhattisgarhi: 12.491, Marathi: 0.567, Bengali: 0.837, Maithili: 0.304 \| Hindi: 192.439, Bundeli: 2.898, Khariboli: 4.662, Awadhi: 0.331, Marathi: 0.343, Bengali: 0.248, Urdu: 1.784 \| Kannada: 181.695, Hindi: 5.65, Malayalam: 0.322, Telugu: 0.213, Tamil: 4.423 \| Hindi: 80.426, Marathi: 105.643, Malvani: 0.313 \| Telugu: 169.261, Hindi: 27.124, Tamil: 2.476, Bengali: 1.02, Santali: 0.116 \| Hindi: 63.517, Shekhawati: 0.934, Wagdi: 0.366, Marwari: 36.964, Bagri: 0.579, Mewari: 0.318, Bengali: 0.461, Harauti: 0.29, Jaipuri: 0.803, Gujarati: 0.238, English: 0.168, Rajasthani: 89.46, Mewati: 0.016 \| Hindi: 10.241, Bengali: 194.158 \| Kannada: 116.32, Hindi: 13.423, Bearybashe: 6.472, Urdu: 6.674, Telugu: 0.212, Tulu: 39.943, Malayalam: 0.475 \| Hindi: 176.606, Maithili: 20.816, Marathi: 0.301, Kannada: 0.147, Urdu: 1.314 \| Bhojpuri: 89.671, Hindi: 102.05, Awadhi: 0.112, Maithili: 0.294, Khariboli: 0.228, Marathi: 0.356 \| Kannada: 178.79, Hindi: 8.95, Bhojpuri: 0.291, Malayalam: 0.279, Telugu: 9.98, Urdu: 0.453 \| Hindi: 52.372, Marathi: 132.888, Bhili: 2.879, Khandeshi: 5.731 \| Bhojpuri: 39.012, Hindi: 168.973, Bengali: 1.15, Maithili: 2.491, Marathi: 0.708, Urdu: 0.539 \| Hindi: 193.835, Khariboli: 2.844, English: 0.088, Marathi: 0.442 \| Hindi: 187.242, Bhojpuri: 0.343, Magahi: 35.393, Maithili: 3.048, Marwari: 0.039, Marathi: 1.142, Bengali: 0.126 \| Bhojpuri: 75.199, Hindi: 112.38, Bengali: 0.254, Awadhi: 0.34, Marathi: 0.473, Chhattisgarhi: 0.271, Khariboli: 0.36, Urdu: 0.284, Tamil: 0.286 \| Hindi: 192.245, Bhojpuri: 35.267, Maithili: 2.226, Bengali: 0.201, Marathi: 0.46 \| Bhojpuri: 73.951, Hindi: 118.869, Marathi: 1.061, Khariboli: 0.829 \| Kannada: 130.248, Hindi: 17.424, Telugu: 15.542, Malayalam: 0.237, Urdu: 20.037 \| Telugu: 188.831, Hindi: 17.125, Bengali: 0.532, Marathi: 0.851, Tamil: 0.394, English: 0.074, Urdu: 9.723 \| Hindi: 200.863, Urdu: 0.049, Khariboli: 1.567, Bundeli: 3.65, Marathi: 0.586, Awadhi: 0.059, Bengali: 0.187 \| Hindi: 184.454, Magahi: 12.912, Bengali: 0.651, Maithili: 2.89, Marathi: 0.77, Urdu: 0.761 \| Hindi: 222.448, Bundeli: 2.468, Awadhi: 0.179, Khariboli: 1.122, Marathi: 0.619, Assamese: 0.233, Gujarati: 0.094 \| Bengali: 190.021, Marathi: 1.149, Hindi: 7.207, Sadri: 0.585 \| Hindi: 165.005, Marathi: 0.572, Bhojpuri: 0.26, Maithili: 0.458, Bengali: 21.924, Khortha: 22.436 \| Bengali: 0.275, Hindi: 186.895, Magahi: 6.467, Maithili: 4.571, Angika: 10.953, Tamil: 0.155 \| Chhattisgarhi: 55.097, Hindi: 94.596, Sadri: 25.616, Bengali: 0.428, Kurukh: 7.439, Oriya: 0.149, Agariya: 0.063 \| Hindi: 3.611, Marathi: 0.653, Bengali: 177.872, Bhojpuri: 0.261 \| Hindi: 191.227, Khariboli: 1.813, Marathi: 0.623, English: 0.126, Urdu: 1.447 \| Hindi: 174.052, Chhattisgarhi: 25.098, Marathi: 0.185, Maithili: 0.257 \| Telugu: 215.153, Hindi: 6.151, English: 0.683, Bengali: 0.526, Urdu: 1.999 \| Hindi: 165.249, Marathi: 0.199, Bengali: 3.529, Maithili: 4.121, Magahi: 0.242, Surjapuri: 25.919, Urdu: 3.238 \| Bengali: 201.036, Hindi: 10.829 \| Hindi: 162.584, Chhattisgarhi: 32.501 \| Hindi: 19.702, Telugu: 155.909, Marathi: 0.18, Bengali: 0.297, Tamil: 0.515, English: 0.296 \| Hindi: 159.678, Marathi: 0.383, Bhojpuri: 1.157, Maithili: 3.331, Magahi: 28.746, Konkani: 0.245, Telugu: 0.117 \| Angika: 3.113, Maithili: 77.053, Magahi: 0.24, Hindi: 112.652, Khortha: 0.239, Bengali: 0.673, Telugu: 0.176, Marathi: 0.187 \| Bengali: 199.205, Marathi: 0.193, Hindi: 7.75 \| Hindi: 193.405, Khariboli: 3.668, Marathi: 1.12, Kannada: 0.229, Awadhi: 0.128, Urdu: 0.411 \| Hindi: 146.714, Maithili: 8.447, Kurmali: 0.99, Angika: 0.143, Bhojpuri: 28.504, Bengali: 0.147, Bajjika: 12.282 \| Hindi: 12.808, Kannada: 188.37, Malayalam: 0.215, Bengali: 0.498, Tamil: 0.068, Urdu: 4.342, Lambani: 0.226, Telugu: 0.243 \| Hindi: 57.511, Marwari: 64.981, Bengali: 0.217, Jaipuri: 1.44, Marathi: 0.063, Mewari: 0.288, Rajasthani: 71.975 \| Hindi: 84.323, Marathi: 108.616, Malvani: 0.291, Chhattisgarhi: 0.193, Gujarati: 0.123 \| Telugu: 209.335, Hindi: 6.183, Bengali: 0.245, Malayalam: 0.172, Lambani: 0.442 \| Bengali: 210.305, Hindi: 3.5, Marathi: 0.193 \| Hindi: 97.382, Konkani: 68.399, Bengali: 0.601, Gujarati: 0.245, Marathi: 22.651, Kannada: 0.316, English: 0.113 \| Bengali: 197.688, Hindi: 2.122 \| Marathi: 163.223, Hindi: 37.32, Maithili: 0.502, Urdu: 0.049 \| Maithili: 19.789, Hindi: 175.595, Chhattisgarhi: 0.065, Angika: 9.669, Urdu: 0.496 \| Bengali: 178.953, Hindi: 19.097, Rajbanshi: 0.191, Santali: 0.223 \| Kannada: 162.703, Hindi: 8.855, Telugu: 21.205, Bhojpuri: 0.277, Malayalam: 0.241, Urdu: 1.804 \| Hindi: 156.895, Chhattisgarhi: 29.899, Oriya: 0.565 \| Hindi: 113.163, Kannada: 0.131, Chhattisgarhi: 74.216, Bengali: 0.272, Marathi: 0.252, English: 0.099 \| Angika: 2.03, Hindi: 129.425, Maithili: 37.877, Magahi: 0.269, Chhattisgarhi: 0.193, Bengali: 0.135, Kannada: 0.243, Urdu: 19.717 \| Hindi: 162.87, Angika: 0.769, Marathi: 0.55, Bhojpuri: 1.171, Magahi: 0.489, Santali: 5.687, Chhattisgarhi: 0.14, Kurmali: 0.157, English: 0.046, Bengali: 20.25, Khortha: 3.524 \| Maithili: 91.061, Hindi: 111.313, Magahi: 15.456, Angika: 2.87, Bhojpuri: 0.832, Bajjika: 0.116, Urdu: 0.205 \| Hindi: 162.94, Bhojpuri: 61.655, Maithili: 3.343, Marathi: 0.823 \| Hindi: 100.768, Chhattisgarhi: 58.539, Bengali: 0.247, Kurukh: 3.961, Surgujia: 16.684 \| Kannada: 188.526, Hindi: 5.931, Telugu: 0.153, Malayalam: 0.262, Tamil: 0.302, Bengali: 0.054, Urdu: 1.118 \| Hindi: 48.225, Marathi: 122.63, Malvani: 14.973 \| Hindi: 208.209, Bajjika: 1.145, Maithili: 4.256, Bhojpuri: 1.928, Urdu: 3.936, Tamil: 0.182, Angika: 0.405, Sadri: 0.284, Khortha: 0.391, Bengali: 0.016 \| Marathi: 157.331, Hindi: 49.983, Malvani: 0.133, Maithili: 0.156, Bengali: 0.19, Kannada: 0.248 \| Marathi: 0.173, Telugu: 221.554, Hindi: 11.606, Kannada: 0.293, Bhojpuri: 0.219 \| Hindi: 97.468, Oriya: 0.478, Bengali: 0.311, Gondi: 3.495, Duruwa: 0.521, Dorli: 1.363, Chhattisgarhi: 32.299 \| Maithili: 71.558, Angika: 1.932, Hindi: 111.46, Bhojpuri: 1.498, Urdu: 0.281 \| Garhwali: 49.979, Hindi: 143.682, Bengali: 0.559, Kumaoni: 12.974, Marathi: 0.277 \| Hindi: 95.773, Garhwali: 85.368, Bengali: 0.261, Kumaoni: 13.735, Maithili: 0.647, Marathi: 0.365 \| Hindi: 127.011, Maithili: 13.264, Bajjika: 58.804, Bengali: 0.226, Marathi: 0.393, Bhojpuri: 1.484, Nepali: 0.182 \| Hindi: 163.8, Bhojpuri: 25.842, Marathi: 0.649, Awadhi: 0.948, Khariboli: 0.632, Bengali: 0.232 \| Telugu: 164.229, Hindi: 11.466, Marathi: 0.314, Tamil: 0.28, Bengali: 0.278, Kannada: 0.28, Maithili: 0.101 \|
	\| Trans. Language-wise Duration(Hrs) \| Telugu: 8.344, Hindi: 1.744, Urdu: 0.52, Marathi: 0.005, Bengali: 0.014, Tamil: 0.029, Kannada: 0.0 \| Hindi: 9.522, Maithili: 0.556, Angika: 0.131, Bengali: 0.005, Bhojpuri: 0.006, Telugu: 0.0, Urdu: 0.023 \| Marathi: 6.118, Hindi: 3.808, Bengali: 0.001, Telugu: 0.0 \| Hindi: 11.13, Chhattisgarhi: 0.551, Awadhi: 0.16 \| Halbi: 1.93, Hindi: 6.978, Chhattisgarhi: 0.485, Bhatri: 0.048, Oriya: 0.0, Bengali: 0.005, Gondi: 0.002 \| Angika: 0.86, Hindi: 5.745, Maithili: 1.608, Bhojpuri: 0.071, Telugu: 0.0, Magahi: 0.005, Urdu: 0.026 \| Hindi: 0.067, Kannada: 9.624, Marathi: 1.695, Malayalam: 0.0, Telugu: 0.056, Urdu: 0.0 \| Kannada: 10.157, Hindi: 0.092, Urdu: 0.004, Telugu: 0.623, Tamil: 0.002, English: 0.0, Bearybashe: 0.012, Malayalam: 0.0 \| Angika: 1.486, Maithili: 0.523, Hindi: 6.713, Marathi: 0.03, Bhojpuri: 0.002, Magahi: 0.028, Bengali: 0.009, Telugu: 0.005, Urdu: 0.0 \| Kannada: 7.555, Hindi: 0.023, Malayalam: 0.0, Telugu: 0.0, Urdu: 0.0, Bengali: 0.008, English: 0.0 \| Hindi: 9.633, Chhattisgarhi: 0.758, Marathi: 0.048, Bengali: 0.003, Maithili: 0.006 \| Hindi: 10.217, Bundeli: 0.212, Khariboli: 0.402, Awadhi: 0.018, Marathi: 0.004, Bengali: 0.0, Urdu: 0.225 \| Kannada: 8.842, Hindi: 0.009, Malayalam: 0.0, Telugu: 0.003, Tamil: 0.295 \| Hindi: 3.929, Marathi: 5.068, Malvani: 0.03 \| Telugu: 9.8, Hindi: 1.185, Tamil: 0.033, Bengali: 0.0, Santali: 0.0 \| Hindi: 3.455, Shekhawati: 0.084, Wagdi: 0.006, Marwari: 2.91, Bagri: 0.062, Mewari: 0.04, Bengali: 0.022, Harauti: 0.022, Jaipuri: 0.074, Gujarati: 0.011, English: 0.0, Rajasthani: 5.237, Mewati: 0.0 \| Hindi: 0.623, Bengali: 9.649 \| Kannada: 6.855, Hindi: 0.06, Bearybashe: 0.162, Urdu: 0.029, Telugu: 0.0, Tulu: 3.093, Malayalam: 0.0 \| Hindi: 7.87, Maithili: 1.015, Marathi: 0.018, Kannada: 0.002, Urdu: 0.0 \| Bhojpuri: 4.436, Hindi: 4.359, Awadhi: 0.001, Maithili: 0.028, Khariboli: 0.026, Marathi: 0.017 \| Kannada: 9.731, Hindi: 0.011, Bhojpuri: 0.0, Malayalam: 0.0, Telugu: 0.16, Urdu: 0.0 \| Hindi: 3.036, Marathi: 8.598, Bhili: 0.157, Khandeshi: 0.0 \| Bhojpuri: 1.587, Hindi: 7.003, Bengali: 0.012, Maithili: 0.118, Marathi: 0.018, Urdu: 0.0 \| Hindi: 10.678, Khariboli: 0.227, English: 0.0, Marathi: 0.0 \| Hindi: 6.812, Bhojpuri: 0.008, Magahi: 2.195, Maithili: 0.119, Marwari: 0.004, Marathi: 0.039, Bengali: 0.002 \| Bhojpuri: 3.419, Hindi: 4.436, Bengali: 0.0, Awadhi: 0.003, Marathi: 0.015, Chhattisgarhi: 0.01, Khariboli: 0.024, Urdu: 0.0, Tamil: 0.0 \| Hindi: 7.481, Bhojpuri: 1.924, Maithili: 0.078, Bengali: 0.009, Marathi: 0.004 \| Bhojpuri: 3.734, Hindi: 4.052, Marathi: 0.013, Khariboli: 0.058 \| Kannada: 5.061, Hindi: 0.061, Telugu: 0.156, Malayalam: 0.008, Urdu: 0.0 \| Telugu: 10.754, Hindi: 0.881, Bengali: 0.003, Marathi: 0.017, Tamil: 0.008, English: 0.0, Urdu: 0.0 \| Hindi: 10.831, Urdu: 0.0, Khariboli: 0.062, Bundeli: 0.284, Marathi: 0.01, Awadhi: 0.003, Bengali: 0.0 \| Hindi: 8.53, Magahi: 0.337, Bengali: 0.004, Maithili: 0.074, Marathi: 0.015, Urdu: 0.0 \| Hindi: 10.971, Bundeli: 0.222, Awadhi: 0.002, Khariboli: 0.096, Marathi: 0.005, Assamese: 0.0, Gujarati: 0.0 \| Bengali: 8.16, Marathi: 0.066, Hindi: 0.268, Sadri: 0.0 \| Hindi: 10.023, Marathi: 0.038, Bhojpuri: 0.022, Maithili: 0.036, Bengali: 2.232, Khortha: 1.493 \| Bengali: 0.0, Hindi: 8.748, Magahi: 0.398, Maithili: 0.121, Angika: 0.088, Tamil: 0.0 \| Chhattisgarhi: 3.227, Hindi: 2.904, Sadri: 0.853, Bengali: 0.005, Kurukh: 0.219, Oriya: 0.0, Agariya: 0.0 \| Hindi: 0.113, Marathi: 0.019, Bengali: 8.484, Bhojpuri: 0.006 \| Hindi: 10.421, Khariboli: 0.172, Marathi: 0.023, English: 0.0, Urdu: 0.117 \| Hindi: 7.104, Chhattisgarhi: 1.205, Marathi: 0.003, Maithili: 0.018 \| Telugu: 7.353, Hindi: 0.065, English: 0.006, Bengali: 0.0, Urdu: 0.0 \| Hindi: 7.779, Marathi: 0.008, Bengali: 0.05, Maithili: 0.208, Magahi: 0.0, Surjapuri: 0.255, Urdu: 0.24 \| Bengali: 11.8, Hindi: 0.421 \| Hindi: 6.884, Chhattisgarhi: 1.552 \| Hindi: 0.553, Telugu: 9.587, Marathi: 0.0, Bengali: 0.0, Tamil: 0.024, English: 0.0 \| Hindi: 7.027, Marathi: 0.005, Bhojpuri: 0.051, Maithili: 0.131, Magahi: 1.358, Konkani: 0.019, Telugu: 0.002 \| Angika: 0.235, Maithili: 2.201, Magahi: 0.019, Hindi: 4.966, Khortha: 0.01, Bengali: 0.002, Telugu: 0.001, Marathi: 0.014 \| Bengali: 10.203, Marathi: 0.019, Hindi: 0.285 \| Hindi: 10.933, Khariboli: 0.301, Marathi: 0.029, Kannada: 0.003, Awadhi: 0.0, Urdu: 0.024 \| Hindi: 7.07, Maithili: 0.386, Kurmali: 0.021, Angika: 0.01, Bhojpuri: 2.388, Bengali: 0.003, Bajjika: 0.029 \| Hindi: 0.018, Kannada: 11.286, Malayalam: 0.0, Bengali: 0.035, Tamil: 0.0, Urdu: 0.0, Lambani: 0.0, Telugu: 0.0 \| Hindi: 2.728, Marwari: 5.079, Bengali: 0.0, Jaipuri: 0.117, Marathi: 0.005, Mewari: 0.04, Rajasthani: 4.421 \| Hindi: 4.731, Marathi: 6.474, Malvani: 0.029, Chhattisgarhi: 0.017, Gujarati: 0.001 \| Telugu: 7.446, Hindi: 0.069, Bengali: 0.003, Malayalam: 0.0, Lambani: 0.0 \| Bengali: 11.96, Hindi: 0.127, Marathi: 0.012 \| Hindi: 5.344, Konkani: 3.323, Bengali: 0.032, Gujarati: 0.0, Marathi: 0.872, Kannada: 0.0, English: 0.0 \| Bengali: 8.43, Hindi: 0.079 \| Marathi: 10.689, Hindi: 3.036, Maithili: 0.01, Urdu: 0.0 \| Maithili: 0.852, Hindi: 8.565, Chhattisgarhi: 0.005, Angika: 0.191, Urdu: 0.0 \| Bengali: 8.674, Hindi: 0.716, Rajbanshi: 0.003, Santali: 0.0 \| Kannada: 10.042, Hindi: 0.068, Telugu: 0.074, Bhojpuri: 0.0, Malayalam: 0.0, Urdu: 0.0 \| Hindi: 7.529, Chhattisgarhi: 2.527, Oriya: 0.0 \| Hindi: 4.159, Kannada: 0.0, Chhattisgarhi: 3.791, Bengali: 0.003, Marathi: 0.008, English: 0.0 \| Angika: 0.11, Hindi: 5.996, Maithili: 2.204, Magahi: 0.002, Chhattisgarhi: 0.01, Bengali: 0.003, Kannada: 0.002, Urdu: 0.339 \| Hindi: 7.427, Angika: 0.049, Marathi: 0.031, Bhojpuri: 0.104, Magahi: 0.041, Santali: 0.086, Chhattisgarhi: 0.0, Kurmali: 0.013, English: 0.0, Bengali: 1.108, Khortha: 0.234 \| Maithili: 5.34, Hindi: 3.8, Magahi: 1.17, Angika: 0.207, Bhojpuri: 0.057, Bajjika: 0.013, Urdu: 0.0 \| Hindi: 8.416, Bhojpuri: 2.618, Maithili: 0.104, Marathi: 0.058 \| Hindi: 4.005, Chhattisgarhi: 2.877, Bengali: 0.003, Kurukh: 0.0, Surgujia: 0.637 \| Kannada: 9.994, Hindi: 0.014, Telugu: 0.003, Malayalam: 0.0, Tamil: 0.0, Bengali: 0.0, Urdu: 0.0 \| Hindi: 2.595, Marathi: 7.767, Malvani: 0.992 \| Hindi: 9.752, Bajjika: 0.086, Maithili: 0.187, Bhojpuri: 0.124, Urdu: 0.0, Tamil: 0.0, Angika: 0.004, Sadri: 0.0, Khortha: 0.0, Bengali: 0.0 \| Marathi: 6.811, Hindi: 3.121, Malvani: 0.006, Maithili: 0.012, Bengali: 0.0, Kannada: 0.0 \| Marathi: 0.0, Telugu: 11.197, Hindi: 0.148, Kannada: 0.0, Bhojpuri: 0.0 \| Hindi: 6.678, Oriya: 0.0, Bengali: 0.014, Gondi: 0.438, Duruwa: 0.0, Dorli: 0.0, Chhattisgarhi: 0.598 \| Maithili: 3.119, Angika: 0.155, Hindi: 5.495, Bhojpuri: 0.075, Urdu: 0.0 \| Garhwali: 4.667, Hindi: 6.208, Bengali: 0.006, Kumaoni: 1.056, Marathi: 0.01 \| Hindi: 5.656, Garhwali: 2.573, Bengali: 0.0, Kumaoni: 1.155, Maithili: 0.035, Marathi: 0.01 \| Hindi: 7.251, Maithili: 0.575, Bajjika: 3.382, Bengali: 0.004, Marathi: 0.013, Bhojpuri: 0.07, Nepali: 0.004 \| Hindi: 7.1, Bhojpuri: 1.187, Marathi: 0.012, Awadhi: 0.058, Khariboli: 0.026, Bengali: 0.0 \| Telugu: 11.141, Hindi: 0.444, Marathi: 0.0, Tamil: 0.0, Bengali: 0.0, Kannada: 0.0, Maithili: 0.004 \|

	This table represents the audio and transcription duration data for various languages.

	\| Language \| Agariya \| Angika \| Assamese \| Awadhi \| Bagri \| Bajjika \| Bearybashe \| Bengali \| Bhatri \| Bhili \| Bhojpuri \| Bundeli \| Chhattisgarhi \| Dorli \| Duruwa \| English \| Garhwali \| Gondi \| Gujarati \| Halbi \| Harauti \| Hindi \| Jaipuri \| Kannada \| Khandeshi \| Khariboli \| Khortha \| Konkani \| Kumaoni \| Kurmali \| Kurukh \| Lambani \| Magahi \| Maithili \| Malayalam \| Malvani \| Marathi \| Marwari \| Mewari \| Mewati \| Nepali \| Oriya \| Rajasthani \| Rajbanshi \| Sadri \| Santali \| Shekhawati \| Surgujia \| Surjapuri \| Tamil \| Telugu \| Tulu \| Urdu \| Wagdi \|
	\| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \| ---------- \|
	\| Audio Duration(Hrs) \| 0.06 \| 91.46 \| 0.23 \| 7.85 \| 0.58 \| 72.35 \| 6.96 \| 1611.08 \| 1.03 \| 2.88 \| 440.41 \| 9.02 \| 353.5 \| 1.36 \| 0.52 \| 2.23 \| 135.35 \| 3.6 \| 0.7 \| 41.79 \| 0.29 \| 7771.46 \| 2.24 \| 1618.94 \| 5.73 \| 17.73 \| 26.59 \| 68.64 \| 26.71 \| 1.15 \| 11.4 \| 0.67 \| 100.57 \| 437.91 \| 2.93 \| 15.71 \| 974.15 \| 101.98 \| 0.61 \| 0.02 \| 0.18 \| 1.75 \| 161.43 \| 0.19 \| 26.49 \| 6.03 \| 0.93 \| 16.68 \| 25.92 \| 10.97 \| 1582.35 \| 39.94 \| 113.24 \| 0.37 \|
	\| Trans. Duration(Hrs) \| 0.0 \| 3.53 \| 0.0 \| 0.24 \| 0.06 \| 3.51 \| 0.17 \| 80.96 \| 0.05 \| 0.16 \| 21.89 \| 0.72 \| 17.61 \| 0.0 \| 0.0 \| 0.01 \| 7.24 \| 0.44 \| 0.01 \| 1.93 \| 0.02 \| 368.78 \| 0.19 \| 89.16 \| 0.0 \| 1.39 \| 1.74 \| 3.34 \| 2.21 \| 0.03 \| 0.22 \| 0.0 \| 5.55 \| 19.67 \| 0.01 \| 1.06 \| 54.73 \| 7.99 \| 0.08 \| 0.0 \| 0.0 \| 0.0 \| 9.66 \| 0.0 \| 0.85 \| 0.09 \| 0.08 \| 0.64 \| 0.25 \| 0.39 \| 76.71 \| 3.09 \| 1.55 \| 0.01 \|

	To learn more, please click [here](https://vaani.iisc.ac.in/)

	# 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](https://huggingface.co/settings/tokens), to access the dataset.
	```pyhton
	from datasets import load_dataset
	dataset_subset = load_dataset("ARTPARK-IISc/VAANI", "Goa_NorthSouthGoa",token=<access_token>)
	```
	To download associated images
	```pyhton
	from datasets import load_dataset
	dataset_subset = load_dataset("ARTPARK-IISc/VAANI", "images",token=<access_token>)
	```
	# Citation

	If you use this data, please cite the following:
	```
	@misc{vaani2025,
	author = {VAANI Team},
	title = {VAANI: Capturing the Language Landscape for an Inclusive Digital India (Phase 1)},
	howpublished = {\url{https://vaani.iisc.ac.in/}},
	year = {2025}
	}
	```
	# Contact Us
	We are always open to new ideas and collaborations.
	Feel free to reach out to us at [email protected]