stt-unified-bench / README.md
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metadata
dataset_name: am-pranav/stt-unified-bench
pretty_name: STT Unified Mini-Bench
task_categories:
  - automatic-speech-recognition
task_ids:
  - speech-recognition
license: other
size_categories:
  - n<10K
configs:
  - config_name: assamese
    data_files:
      - split: val
        path: assamese/val-*
  - config_name: bodo
    data_files:
      - split: val
        path: bodo/val-*
  - config_name: dogri
    data_files:
      - split: val
        path: dogri/val-*
  - config_name: en_indian_accent
    data_files:
      - split: val
        path: en_indian_accent/val-*
  - config_name: gujarati
    data_files:
      - split: val
        path: gujarati/val-*
  - config_name: hindi
    data_files:
      - split: val
        path: hindi/val-*
  - config_name: kannada
    data_files:
      - split: val
        path: kannada/val-*
  - config_name: kashmiri
    data_files:
      - split: val
        path: kashmiri/val-*
  - config_name: konkani
    data_files:
      - split: val
        path: konkani/val-*
  - config_name: maithili
    data_files:
      - split: val
        path: maithili/val-*
  - config_name: malayalam
    data_files:
      - split: val
        path: malayalam/val-*
  - config_name: manipuri
    data_files:
      - split: val
        path: manipuri/val-*
  - config_name: marathi
    data_files:
      - split: val
        path: marathi/val-*
  - config_name: nepali
    data_files:
      - split: val
        path: nepali/val-*
  - config_name: odia
    data_files:
      - split: val
        path: odia/val-*
  - config_name: punjabi
    data_files:
      - split: val
        path: punjabi/val-*
  - config_name: sanskrit
    data_files:
      - split: val
        path: sanskrit/val-*
  - config_name: santali
    data_files:
      - split: val
        path: santali/val-*
  - config_name: sindhi
    data_files:
      - split: val
        path: sindhi/val-*
dataset_info:
  - config_name: assamese
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 186681046
        num_examples: 1000
    download_size: 182177487
    dataset_size: 186681046
  - config_name: bodo
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 169987794
        num_examples: 1000
    download_size: 166335246
    dataset_size: 169987794
  - config_name: dogri
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 250328972
        num_examples: 1000
    download_size: 243221303
    dataset_size: 250328972
  - config_name: en_indian_accent
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 178921558
        num_examples: 1000
    download_size: 163516587
    dataset_size: 178921558
  - config_name: gujarati
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 236196428
        num_examples: 1000
    download_size: 231117224
    dataset_size: 236196428
  - config_name: hindi
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 169694428
        num_examples: 1000
    download_size: 163153426
    dataset_size: 169694428
  - config_name: kannada
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 180989518
        num_examples: 1000
    download_size: 176065039
    dataset_size: 180989518
  - config_name: kashmiri
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 176844018
        num_examples: 1000
    download_size: 171833755
    dataset_size: 176844018
  - config_name: konkani
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 188111024
        num_examples: 1000
    download_size: 183620402
    dataset_size: 188111024
  - config_name: maithili
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 218230040
        num_examples: 1000
    download_size: 214156233
    dataset_size: 218230040
  - config_name: malayalam
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 166304661
        num_examples: 1000
    download_size: 159170882
    dataset_size: 166304661
  - config_name: manipuri
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 239607299
        num_examples: 1000
    download_size: 234255111
    dataset_size: 239607299
  - config_name: marathi
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 186090292
        num_examples: 1000
    download_size: 180083027
    dataset_size: 186090292
  - config_name: nepali
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 185127838
        num_examples: 1000
    download_size: 179502943
    dataset_size: 185127838
  - config_name: odia
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 142302383
        num_examples: 1000
    download_size: 137556904
    dataset_size: 142302383
  - config_name: punjabi
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 191888007
        num_examples: 1000
    download_size: 186733812
    dataset_size: 191888007
  - config_name: sanskrit
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 199595923
        num_examples: 1000
    download_size: 194073760
    dataset_size: 199595923
  - config_name: santali
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 192797505
        num_examples: 1000
    download_size: 173797216
    dataset_size: 192797505
  - config_name: sindhi
    features:
      - name: audio
        dtype:
          audio:
            sampling_rate: 16000
            decode: false
      - name: text
        dtype: string
      - name: source
        dtype: string
      - name: id
        dtype: string
    splits:
      - name: val
        num_bytes: 189076801
        num_examples: 1000
    download_size: 184160959
    dataset_size: 189076801

am-pranav/stt-unified-bench

Private, language/locale-partitioned mini-benchmark for STT models. Each subset is a dataset config (e.g., en, de, en_indian_accent, hi_in, en_us) with a single split val. Audio is staged at 16 kHz and stored in-repo for reproducibility.

Schema

  • audio : Audio(sampling_rate=16000, decode=False)
  • text : reference transcription
  • lang : implied by dataset config name
  • source : upstream dataset tag
  • id : source-stable id

⚠️ For internal evaluation only. Respect upstream licenses.