README.md

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

• License: CC0 1.0 Universal (CC0-1.0)
• Paper reference / citation: https://arxiv.org/pdf/2511.22503

Notes

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