---
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
  - split: dev
    path: data/dev-*
  - split: test
    path: data/test-*
dataset_info:
  features:
  - name: audio
    dtype:
      audio:
        sampling_rate: 16000
  - name: transcription
    dtype: string
  - name: translation
    dtype: string
  - name: file
    dtype: string
  splits:
  - name: train
    num_bytes: 6392221146.655
    num_examples: 17779
  - name: dev
    num_bytes: 786905707.92
    num_examples: 2997
  - name: test
    num_bytes: 4054213966.96
    num_examples: 14916
  download_size: 8220600841
  dataset_size: 11233340821.535
  license: mit
---
# Dataset Card for "ML2021_ASR_ST"
This dataset contains the audio recordings, the transcriptions, and the English translation of the transcriptions of the Machine Learning Course in 2021 at National Taiwan Univeristy.
This can be used for domain-specific and code-switching ASR/Speech-to-text translation.

If you find this dataset useful, please consider to cite the following paper:
```
@article{yang2023investigating,
  title={Investigating Zero-Shot Generalizability on Mandarin-English Code-Switched ASR and Speech-to-text Translation of Recent Foundation Models with Self-Supervision and Weak Supervision},
  author={Yang, Chih-Kai and Huang, Kuan-Po and Lu, Ke-Han and Kuan, Chun-Yi and Hsiao, Chi-Yuan and Lee, Hung-yi},
  journal={arXiv preprint arXiv:2401.00273},
  year={2023}
}
```