metadata

license: apache-2.0
dataset_info:
  features:
    - name: hypothesis
      sequence: string
    - name: transcription
      dtype: string
    - name: score
      sequence: float64
    - name: source
      dtype: string
    - name: input1
      dtype: string
    - name: hypothesis_concatenated
      dtype: string
    - name: id
      dtype: string
    - name: am_score
      sequence: float64
    - name: dummy_str
      dtype: string
    - name: dummy_list
      sequence: 'null'
  splits:
    - name: train
      num_bytes: 114962370
      num_examples: 134910
    - name: test
      num_bytes: 6050078
      num_examples: 6965
  download_size: 34787652
  dataset_size: 121012448
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*

Dataset Name: Pilot dataset for Multi-domain ASR corrections

Description

Consolidated from PeacefulData/HyPoradise-v0

Structure

Data Split

Training Data: 134,910 entries ~= 2,629,297 for transcript and 13,046,800 for hypothesis (LLama2-tokens)
Test Data: 6,965 entries ~= 131,363 for transcript and 651,099 for hypothesis (LLama2-tokens)

Columns

hypothesis: N-best hypothesis from beam search.
transcription: Corrected asr transcription.
hypothesis_concatenated: An alternative version of the text output.
source: The source of the text entry, indicating the origin dataset.
score: An acoustic model score (not all entries have this).

Source Distribution

Training Sources:
- train_cv: 47,293 entries
- train_wsj: 37,514 entries
- train_swbd: 36,539 entries
- train_chime4: 9,600 entries
- train_atis: 3,964 entries
Test Sources:
- test_swbd: 2,000 entries
- test_cv: 2,000 entries
- test_chime4: 1,320 entries
- test_wsj: 836 entries
- test_atis: 809 entries

Access

The dataset can be accessed and downloaded through the HuggingFace Datasets library. Use the following command to load the dataset:

from datasets import load_dataset
dataset = load_dataset("PeacefulData/HyPoradise-pilot")

Acknowledgments

Thanks https://huggingface.co/datasets/PeacefulData/HyPoradise-v0 for sharing this dataset.