RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions

Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu. RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. In IEEE Spoken Language Technology Workshop, SLT 2021, Shenzhen, China, January 19-22, 2021. pages 873-880, IEEE, 2021. [doi]

@inproceedings{ChiuNHPZJPSNCW21,
  title = {RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions},
  author = {Chung-Cheng Chiu and Arun Narayanan and Wei Han and Rohit Prabhavalkar and Yu Zhang and Navdeep Jaitly and Ruoming Pang and Tara N. Sainath and Patrick Nguyen and Liangliang Cao and Yonghui Wu},
  year = {2021},
  doi = {10.1109/SLT48900.2021.9383518},
  url = {https://doi.org/10.1109/SLT48900.2021.9383518},
  researchr = {https://researchr.org/publication/ChiuNHPZJPSNCW21},
  cites = {0},
  citedby = {0},
  pages = {873-880},
  booktitle = {IEEE Spoken Language Technology Workshop, SLT 2021, Shenzhen, China, January 19-22, 2021},
  publisher = {IEEE},
  isbn = {978-1-7281-7066-4},
}