pirxus/spokenwoz-whisper

SpokenWOZ With Whisper Transcripts

This is a custom version of the SpokenWOZ dataset with all the original transcripts replaced by transcripts generated by Whisper-large-v3. We manually transcribed 1000 utterances from the test set and like this estimate the WER of the original ASR to be ~29% and the WER of the Whisper transcripts to be ~5.3%.

Citation Information

@misc{si2024spokenwozlargescalespeechtextbenchmark,
      title={SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents}, 
      author={Shuzheng Si and Wentao Ma and Haoyu Gao and Yuchuan Wu and Ting-En Lin and Yinpei Dai and Hangyu Li and Rui Yan and Fei Huang and Yongbin Li},
      year={2024},
      eprint={2305.13040},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2305.13040}, 
}

arxiv.org/abs/2305.13040