--- dataset_info: - config_name: audio/Angika features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 311387358.143 num_examples: 1509 - name: validation num_bytes: 36671942.0 num_examples: 143 - name: test num_bytes: 33140989.0 num_examples: 152 download_size: 404105882 dataset_size: 381200289.143 - config_name: audio/Awadhi features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 23928248.0 num_examples: 148 - name: validation num_bytes: 2231488.0 num_examples: 10 - name: test num_bytes: 2291320.0 num_examples: 10 download_size: 27328128 dataset_size: 28451056.0 - config_name: audio/Bajjika features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 324886695.039 num_examples: 1371 - name: validation num_bytes: 38368845.0 num_examples: 152 - name: test num_bytes: 29664683.0 num_examples: 115 download_size: 405138451 dataset_size: 392920223.039 - config_name: audio/Bearybashe features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 17088610.0 num_examples: 112 - name: validation num_bytes: 2610650.0 num_examples: 13 - name: test num_bytes: 605391.0 num_examples: 4 download_size: 20154702 dataset_size: 20304651.0 - config_name: audio/Bengali features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 8372515251.132 num_examples: 38266 - name: validation num_bytes: 699163888.68 num_examples: 3712 - name: test num_bytes: 821254803.914 num_examples: 4746 download_size: 9117255167 dataset_size: 9892933943.726 - config_name: audio/Bhili features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 16984912.0 num_examples: 107 - name: validation num_bytes: 452680.0 num_examples: 3 - name: test num_bytes: 822469.0 num_examples: 5 download_size: 17344219 dataset_size: 18260061.0 - config_name: audio/Bhojpuri features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 1673442449.568 num_examples: 10572 - name: validation num_bytes: 194746844.794 num_examples: 1049 - name: test num_bytes: 240416861.04 num_examples: 1240 download_size: 2510785900 dataset_size: 2108606155.402 - config_name: audio/Bundeli features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 70115472.0 num_examples: 340 - name: validation num_bytes: 7770224.0 num_examples: 29 - name: test num_bytes: 5410206.0 num_examples: 28 download_size: 82833059 dataset_size: 83295902.0 - config_name: audio/Chhattisgarhi features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 1658841596.308 num_examples: 9546 - name: validation num_bytes: 186996421.0 num_examples: 970 - name: test num_bytes: 187875944.248 num_examples: 1168 download_size: 1997497417 dataset_size: 2033713961.556 - config_name: audio/Garhwali features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 677824875.685 num_examples: 4187 - name: validation num_bytes: 60679039.0 num_examples: 314 - name: test num_bytes: 76662371.0 num_examples: 388 download_size: 827640518 dataset_size: 815166285.685 - config_name: audio/Gondi features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 48167911.0 num_examples: 270 - name: validation num_bytes: 231579.0 num_examples: 1 - name: test num_bytes: 2751399.0 num_examples: 8 download_size: 50438241 dataset_size: 51150889.0 - config_name: audio/Halbi features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 180664847.0 num_examples: 759 - name: validation num_bytes: 20370609.0 num_examples: 100 - name: test num_bytes: 22848451.0 num_examples: 97 download_size: 220193051 dataset_size: 223883907.0 - config_name: audio/Hindi features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 25762195581.131 num_examples: 155121 - name: validation num_bytes: 3841264671.68 num_examples: 19256 - name: test num_bytes: 3187762643.96 num_examples: 19320 download_size: 42092459655 dataset_size: 32791222896.771 - config_name: audio/Kannada features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 6687015782.086 num_examples: 35417 - name: validation num_bytes: 849477852.896 num_examples: 4262 - name: test num_bytes: 872291303.06 num_examples: 4372 download_size: 10191822733 dataset_size: 8408784938.042 - config_name: audio/Khariboli features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 136043162.0 num_examples: 623 - name: validation num_bytes: 12844301.0 num_examples: 55 - name: test num_bytes: 12839046.0 num_examples: 57 download_size: 161105865 dataset_size: 161726509.0 - config_name: audio/Khortha features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 162382819.55 num_examples: 1025 - name: validation num_bytes: 20110504.0 num_examples: 132 - name: test num_bytes: 18559986.0 num_examples: 127 download_size: 194642006 dataset_size: 201053309.55 - config_name: audio/Konkani features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 288086454.91 num_examples: 1506 - name: validation num_bytes: 37838019.0 num_examples: 189 - name: test num_bytes: 43320685.0 num_examples: 236 download_size: 381493091 dataset_size: 369245158.91 - config_name: audio/Kumaoni features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 193532908.0 num_examples: 756 - name: validation num_bytes: 30518968.0 num_examples: 104 - name: test num_bytes: 32264243.0 num_examples: 112 download_size: 254717744 dataset_size: 256316119.0 - config_name: audio/Kurukh features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 19975522.0 num_examples: 92 - name: validation num_bytes: 4313222.0 num_examples: 28 - name: test num_bytes: 1110625.0 num_examples: 10 download_size: 23640953 dataset_size: 25399369.0 - config_name: audio/Magahi features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 448627628.925 num_examples: 2363 - name: validation num_bytes: 59207333.0 num_examples: 229 - name: test num_bytes: 58013635.0 num_examples: 245 download_size: 625498561 dataset_size: 565848596.925 - config_name: audio/Maithili features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 1639186309.265 num_examples: 8745 - name: validation num_bytes: 200856527.0 num_examples: 879 - name: test num_bytes: 196420422.0 num_examples: 915 download_size: 2251379773 dataset_size: 2036463258.265 - config_name: audio/Malvani features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 102882548.0 num_examples: 559 - name: validation num_bytes: 14325216.0 num_examples: 57 - name: test num_bytes: 5704392.0 num_examples: 60 download_size: 117041467 dataset_size: 122912156.0 - config_name: audio/Marathi features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 5951973320.662 num_examples: 26362 - name: validation num_bytes: 522720919.421 num_examples: 2901 - name: test num_bytes: 577004248.748 num_examples: 3122 download_size: 6230945694 dataset_size: 7051698488.831 - config_name: audio/Marwari features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 656894364.091 num_examples: 3481 - name: validation num_bytes: 68012884.0 num_examples: 313 - name: test num_bytes: 94810552.0 num_examples: 453 download_size: 907724390 dataset_size: 819717800.091 - config_name: audio/Rajasthani features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 913105633.881 num_examples: 5679 - name: validation num_bytes: 105858513.0 num_examples: 629 - name: test num_bytes: 99204571.0 num_examples: 595 download_size: 1083976279 dataset_size: 1118168717.881 - config_name: audio/Sadri features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 82457149.0 num_examples: 509 - name: validation num_bytes: 10122701.0 num_examples: 67 - name: test num_bytes: 6611566.0 num_examples: 43 download_size: 96015916 dataset_size: 99191416.0 - config_name: audio/Surgujia features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 59772670.0 num_examples: 400 - name: validation num_bytes: 4483165.0 num_examples: 54 - name: test num_bytes: 9995550.0 num_examples: 74 download_size: 70565167 dataset_size: 74251385.0 - config_name: audio/Surjapuri features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 24669463.0 num_examples: 163 - name: validation num_bytes: 1742593.0 num_examples: 12 - name: test num_bytes: 3246478.0 num_examples: 24 download_size: 28648470 dataset_size: 29658534.0 - config_name: audio/Tamil features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 36507376.0 num_examples: 153 - name: validation num_bytes: 3544931.0 num_examples: 11 - name: test num_bytes: 5348536.0 num_examples: 22 download_size: 42704715 dataset_size: 45400843.0 - config_name: audio/Telugu features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 7398356062.92 num_examples: 34337 - name: validation num_bytes: 720090451.977 num_examples: 3511 - name: test num_bytes: 852179661.538 num_examples: 4406 download_size: 8813673878 dataset_size: 8970626176.435 - config_name: audio/Tulu features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 307123312.655 num_examples: 1647 - name: validation num_bytes: 35670957.0 num_examples: 235 - name: test num_bytes: 33089123.0 num_examples: 206 download_size: 352673426 dataset_size: 375883392.655 - config_name: audio/Urdu features: - name: audio dtype: audio - name: language dtype: string - name: gender dtype: string - name: state dtype: string - name: district dtype: string - name: transcript dtype: string - name: referenceImage dtype: string splits: - name: train num_bytes: 161565243.0 num_examples: 1125 - name: validation num_bytes: 2624091.0 num_examples: 11 - name: test num_bytes: 8912325.0 num_examples: 57 download_size: 178651412 dataset_size: 173101659.0 configs: - config_name: Angika data_files: - split: train path: audio/Angika/train-* - split: validation path: audio/Angika/validation-* - split: test path: audio/Angika/test-* - config_name: Awadhi data_files: - split: train path: audio/Awadhi/train-* - split: validation path: audio/Awadhi/validation-* - split: test path: audio/Awadhi/test-* - config_name: Bajjika data_files: - split: train path: audio/Bajjika/train-* - split: validation path: audio/Bajjika/validation-* - split: test path: audio/Bajjika/test-* - config_name: Bearybashe data_files: - split: train path: audio/Bearybashe/train-* - split: validation path: audio/Bearybashe/validation-* - split: test path: audio/Bearybashe/test-* - config_name: Bengali data_files: - split: train path: audio/Bengali/train-* - split: validation path: audio/Bengali/validation-* - split: test path: audio/Bengali/test-* - config_name: Bhojpuri data_files: - split: train path: audio/Bhojpuri/train-* - split: validation path: audio/Bhojpuri/validation-* - split: test path: audio/Bhojpuri/test-* - config_name: Bundeli data_files: - split: train path: audio/Bundeli/train-* - split: validation path: audio/Bundeli/validation-* - split: test path: audio/Bundeli/test-* - config_name: Chhattisgarhi data_files: - split: train path: audio/Chhattisgarhi/train-* - split: validation path: audio/Chhattisgarhi/validation-* - split: test path: audio/Chhattisgarhi/test-* - config_name: Garhwali data_files: - split: train path: audio/Garhwali/train-* - split: validation path: audio/Garhwali/validation-* - split: test path: audio/Garhwali/test-* - config_name: Halbi data_files: - split: train path: audio/Halbi/train-* - split: validation path: audio/Halbi/validation-* - split: test path: audio/Halbi/test-* - config_name: Hindi data_files: - split: train path: audio/Hindi/train-* - split: validation path: audio/Hindi/validation-* - split: test path: audio/Hindi/test-* - config_name: Kannada data_files: - split: train path: audio/Kannada/train-* - split: validation path: audio/Kannada/validation-* - split: test path: audio/Kannada/test-* - config_name: Khariboli data_files: - split: train path: audio/Khariboli/train-* - split: validation path: audio/Khariboli/validation-* - split: test path: audio/Khariboli/test-* - config_name: Khortha data_files: - split: train path: audio/Khortha/train-* - split: validation path: audio/Khortha/validation-* - split: test path: audio/Khortha/test-* - config_name: Konkani data_files: - split: train path: audio/Konkani/train-* - split: validation path: audio/Konkani/validation-* - split: test path: audio/Konkani/test-* - config_name: Kumaoni data_files: - split: train path: audio/Kumaoni/train-* - split: validation path: audio/Kumaoni/validation-* - split: test path: audio/Kumaoni/test-* - config_name: Kurukh data_files: - split: train path: audio/Kurukh/train-* - split: validation path: audio/Kurukh/validation-* - split: test path: audio/Kurukh/test-* - config_name: Magahi data_files: - split: train path: audio/Magahi/train-* - split: validation path: audio/Magahi/validation-* - split: test path: audio/Magahi/test-* - config_name: Maithili data_files: - split: train path: audio/Maithili/train-* - split: validation path: audio/Maithili/validation-* - split: test path: audio/Maithili/test-* - config_name: Malvani data_files: - split: train path: audio/Malvani/train-* - split: validation path: audio/Malvani/validation-* - split: test path: audio/Malvani/test-* - config_name: Marathi data_files: - split: train path: audio/Marathi/train-* - split: validation path: audio/Marathi/validation-* - split: test path: audio/Marathi/test-* - config_name: Marwari data_files: - split: train path: audio/Marwari/train-* - split: validation path: audio/Marwari/validation-* - split: test path: audio/Marwari/test-* - config_name: Rajasthani data_files: - split: train path: audio/Rajasthani/train-* - split: validation path: audio/Rajasthani/validation-* - split: test path: audio/Rajasthani/test-* - config_name: Sadri data_files: - split: train path: audio/Sadri/train-* - split: validation path: audio/Sadri/validation-* - split: test path: audio/Sadri/test-* - config_name: Surgujia data_files: - split: train path: audio/Surgujia/train-* - split: validation path: audio/Surgujia/validation-* - split: test path: audio/Surgujia/test-* - config_name: Surjapuri data_files: - split: train path: audio/Surjapuri/train-* - split: validation path: audio/Surjapuri/validation-* - split: test path: audio/Surjapuri/test-* - config_name: Tamil data_files: - split: train path: audio/Tamil/train-* - split: validation path: audio/Tamil/validation-* - split: test path: audio/Tamil/test-* - config_name: Telugu data_files: - split: train path: audio/Telugu/train-* - split: validation path: audio/Telugu/validation-* - split: test path: audio/Telugu/test-* - config_name: Tulu data_files: - split: train path: audio/Tulu/train-* - split: validation path: audio/Tulu/validation-* - split: test path: audio/Tulu/test-* - config_name: Urdu data_files: - split: train path: audio/Urdu/train-* - split: validation path: audio/Urdu/validation-* - split: test path: audio/Urdu/test-* license: cc-by-4.0 task_categories: - automatic-speech-recognition language: - hi - kn - te - bn - ta - gu --- This dataset is part of the [Vaani dataset](https://huggingface.co/datasets/ARTPARK-IISc/Vaani) and consists of only transcribed speech data. It has a total duration of 788 hours, covering 30 languages. This table represents the audio and transcription duration data for various languages. | Language | Angika | Awadhi | Bagri | Bajjika | Bearybashe | Bengali | Bhatri | Bhili | Bhojpuri | Bundeli | Chhattisgarhi | Garhwali | Gondi | Gujarati | Halbi | Hindi | Kannada |Khariboli | Khortha | Konkani | Kumaoni | Kurmali | Kurukh | Magahi | Maithili | Malvani | Marathi | Marwari | Rajasthani | Sadri | Santali | Shekhawati | Surgujia | Surjapuri | Tamil | Telugu | Tulu | Urdu | | -----------------------| ----------| -------| ------| --------| ---------- | --------| -------| ------| ---------| --------| --------------| ---------| ------| ---------| ------| ---------| ---------| ---------| --------| --------| --------| --------| -------| -------| ---------| --------| --------| --------| ----------- | ---------- | ---------- | ---------- | ---------| ----------| ------| --------| ------| -------| | Trans. Duration(Hrs) | 3.53 | 0.24 | 0.06 | 3.51 | 0.17 | 80.96 | 0.05 | 0.16 | 21.89 | 0.72 | 17.61 | 7.24 | 0.44 | 0.01 | 1.93 | 368.78 | 89.16 | 1.39 | 1.74 | 3.34 | 2.21 | 0.03 | 0.22 | 5.55 | 19.67 | 1.06 | 54.73 | 7.99 | 9.66 | 0.85 | 0.09 | 0.08 | 0.64 | 0.25 | 0.39 | 76.71 | 3.09 | 1.55 | # 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 Language you would like to access. Additionally, you will need to use an access token, which you can obtain [here](https://huggingface.co/security-checkup?next=%2Fsettings%2Ftokens), to access the dataset. ```pyhton from datasets import load_dataset dataset_subset = load_dataset("ARTPARK-IISc/Vaani-transcription-part", "Angika",token=) ``` To learn more, please click [here](https://vaani.iisc.ac.in/) # Citation If you use this data, please cite the following: ``` @misc{vaani2025, author = {Indian Institute of Science (IISc) and ARTPARK}, title = {Capturing the Language Landscape for an Inclusive Digital India}, 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 vaanicontact@gmail.com