WavBERT: Exploiting Semantic and Non-Semantic Speech Using Wav2vec and BERT for Dementia Detection

Youxiang Zhu, Abdelrahman Obyat, Xiaohui Liang, John A. Batsis, Robert M. Roth. WavBERT: Exploiting Semantic and Non-Semantic Speech Using Wav2vec and BERT for Dementia Detection. In Hynek Hermansky, Honza Cernocký, Lukás Burget, Lori Lamel, Odette Scharenborg, Petr Motlícek, editors, Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021. pages 3790-3794, ISCA, 2021. [doi]

@inproceedings{ZhuOLBR21,
  title = {WavBERT: Exploiting Semantic and Non-Semantic Speech Using Wav2vec and BERT for Dementia Detection},
  author = {Youxiang Zhu and Abdelrahman Obyat and Xiaohui Liang and John A. Batsis and Robert M. Roth},
  year = {2021},
  doi = {10.21437/Interspeech.2021-332},
  url = {https://doi.org/10.21437/Interspeech.2021-332},
  researchr = {https://researchr.org/publication/ZhuOLBR21},
  cites = {0},
  citedby = {0},
  pages = {3790-3794},
  booktitle = {Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August - 3 September 2021},
  editor = {Hynek Hermansky and Honza Cernocký and Lukás Burget and Lori Lamel and Odette Scharenborg and Petr Motlícek},
  publisher = {ISCA},
}