multiwoz_dst / README.md
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Dataset: multiwoz_dst
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Short description
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Prepared MultiWOZ training dataset formatted for dialogue state tracking (DST) experiments with aligned audio and context fields.
Key metadata
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- 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
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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
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- Add license/citation before publishing.
- Load locally with `datasets.load_from_disk` (see file paths in the dataset directory).