Dataset Viewer

The dataset viewer is not available for this subset.

Cannot get the split names for the config 'default' of the dataset.

Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 289, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                                         ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 83, in _split_generators
                  raise ValueError(
              ValueError: The TAR archives of the dataset should be in WebDataset format, but the files in the archive don't share the same prefix or the same types.
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 65, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                               ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 343, in get_dataset_split_names
                  info = get_dataset_config_info(
                         ^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 294, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

DailyTalk Dialogue Preference Dataset

Dataset Description

This dataset contains dialogue preference data from the DailyTalk corpus, designed for training and evaluating dialogue systems with preference learning capabilities.

Dataset Structure

The dataset is organized into training and validation splits:

Train: 2,150 dialogues
Validation: 538 dialogues
Total: 2,688 dialogues

Features

Each dialogue entry contains:

chosen: The preferred dialogue sequence
rejected: Alternative dialogue sequences

Each turn in the dialogue includes:

role: Speaker identifier (SPEAKER_01, SPEAKER_02, etc.)
content: The text content of the utterance
audio_path: Path to the corresponding audio file
turn_id: Sequential turn identifier
Emotion: Emotion label for the utterance
Act: Dialogue act type (e.g., question, inform, directive)

File Structure

complete_dialogue_preference_dataset_dailytalk/
├── dataset_dict.json
├── train/
│   ├── data-00000-of-00001.arrow
│   ├── dataset_info.json
│   └── state.json
└── validation/
    ├── data-00000-of-00001.arrow
    ├── dataset_info.json
    └── state.json

Usage

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("MYJOKERML/dailytalk-dialogue-preference")

# Access train and validation splits
train_data = dataset['train']
val_data = dataset['validation']

License

Please refer to the original DailyTalk dataset license for usage restrictions.

Citation

If you use this dataset in your research, please cite:

@dataset{dailytalk_preference_2024,
  title={DailyTalk Dialogue Preference Dataset},
  year={2024},
  publisher={Hugging Face}
}

Downloads last month: 11