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multiwoz_dst

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Dataset: multiwoz_dst

Short description

Prepared MultiWOZ training dataset formatted for dialogue state tracking (DST) experiments with aligned audio and context fields.

Key metadata

  • Number of examples: 56,750
  • Total size on disk: ~6.12 GB
  • Splits: train, validation
  • validation examples: 7,374
  • Features:
    • text (string): original utterance text
    • normalized_text (string): normalized form of the utterance
    • context (string): preceding dialogue context
    • normalized_context (string): normalized context
    • audio (Audio, sampling_rate=16000): path/bytes for the audio
    • audio_len (int32): audio length
    • wav_id (string): wav file identifier
    • turn_index (int32): turn index within the dialogue
    • agent_text (string): agent/system utterance text (when applicable)
    • domains (string): domain labels
    • slots (string): slot annotation string

Credits

Please credit the SpokenWoZ-Whisper preprocessing where applicable: https://huggingface.co/datasets/pirxus/spokenwoz-whisper

License & Citation

Notes

  • Add license/citation before publishing.
  • Load locally with datasets.load_from_disk (see file paths in the dataset directory).
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