Publication detail

Towards Machines That Know When They Do Not Know: Summary of Work Done at 2014 FREDERICK JELINEK MEMORIAL WORKSHOP

HEŘMANSKÝ, H. BURGET, L. COHEN, J. DUPOUX, E. FELDMAN, N. GODFREY, J. KHUDANPUR, S. MACIEJEWSKI, M. MALLIDI, S. MENON, A. OGAWA, T. PEDDINTI, V. ROSE, R. STERN, R. WIESNER, M. VESELÝ, K.

Original Title

Towards Machines That Know When They Do Not Know: Summary of Work Done at 2014 FREDERICK JELINEK MEMORIAL WORKSHOP

Type

conference paper

Language

English

Original Abstract

In this paper we have proposed and investigated several new techniques for predicting accuracy of estimation of posterior probabilities of speech sounds on previously unseen data, and have shown the feasibility of this task.

Keywords

Performance monitoring, confidence estimation, multistream recognition of speech

Authors

HEŘMANSKÝ, H.; BURGET, L.; COHEN, J.; DUPOUX, E.; FELDMAN, N.; GODFREY, J.; KHUDANPUR, S.; MACIEJEWSKI, M.; MALLIDI, S.; MENON, A.; OGAWA, T.; PEDDINTI, V.; ROSE, R.; STERN, R.; WIESNER, M.; VESELÝ, K.

RIV year

2015

Released

19. 4. 2015

Publisher

IEEE Signal Processing Society

Location

South Brisbane, Queensland

ISBN

978-1-4673-6997-8

Book

Proceedings of 2015 IEEE International Conference on Acoustics, Speech and Signal Processing

Pages from

5009

Pages to

5013

Pages count

5

URL

https://ieeexplore.ieee.org/document/7178924

BibTex

@inproceedings{BUT119897,
  author="Hynek {Heřmanský} and Lukáš {Burget} and Jordan {Cohen} and Emmanuel {Dupoux} and Naomi {Feldman} and John {Godfrey} and Sanjeev {Khudanpur} and Matthew {Maciejewski} and Sri Harish {Mallidi} and Anjali {Menon} and Tetsuji {Ogawa} and Vijayaditya {Peddinti} and Richard {Rose} and Richard {Stern} and Matthew {Wiesner} and Karel {Veselý}",
  title="Towards Machines That Know When They Do Not Know: Summary of Work Done at 2014 FREDERICK JELINEK MEMORIAL WORKSHOP",
  booktitle="Proceedings of 2015 IEEE International Conference on Acoustics, Speech and Signal Processing",
  year="2015",
  pages="5009--5013",
  publisher="IEEE Signal Processing Society",
  address="South Brisbane, Queensland",
  doi="10.1109/ICASSP.2015.7178924",
  isbn="978-1-4673-6997-8",
  url="https://ieeexplore.ieee.org/document/7178924"
}

Documents

hermansky_icassp2015_0005009.pdf