Detail výsledku

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. TOWARDS MACHINES THAT KNOW WHEN THEY DO NOT KNOW: SUMMARY OF WORK DONE AT 2014 FREDERICK JELINEK MEMORIAL WORKSHOP. In Proceedings of 2015 IEEE International Conference on Acoustics, Speech and Signal Processing. South Brisbane, Queensland: IEEE Signal Processing Society, 2015. p. 5009-5013. ISBN: 978-1-4673-6997-8.
Typ
článek ve sborníku konference
Jazyk
anglicky
Autoři
Heřmanský Hynek, prof. Ing., Dr. Eng., UPGM (FIT)
Burget Lukáš, doc. Ing., Ph.D., UPGM (FIT)
Cohen Jordan
Dupoux Emmanuel
Feldman Naomi
Godfrey John
Khudanpur Sanjeev
Maciejewski Matthew
Mallidi Sri Harish, FIT (FIT)
Menon Anjali
Ogawa Tetsuji, UPGM (FIT)
Peddinti Vijayaditya
Rose Richard
Stern Richard
Wiesner Matthew, PhD.
Veselý Karel, Ing., Ph.D., UPGM (FIT)
Abstrakt

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.

Klíčová slova

Performance monitoring, confidenceestimation, multistream recognition of speech

URL
Rok
2015
Strany
5009–5013
Sborník
Proceedings of 2015 IEEE International Conference on Acoustics, Speech and Signal Processing
Konference
2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP)
ISBN
978-1-4673-6997-8
Vydavatel
IEEE Signal Processing Society
Místo
South Brisbane, Queensland
DOI
10.1109/ICASSP.2015.7178924
UT WoS
000427402905025
EID Scopus
2-s2.0-84946071181
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"
}
Soubory
Projekty
IARPA Tvorba rozpoznávačů řeči pro vyhledávání klíčových slov v novém jazyce s omezenými trénovacími daty za týden (BABEL) - Babelon, BBN, zahájení: 2012-03-05, ukončení: 2016-11-04, ukončen
Meeting assistant (MINT), TAČR, Program aplikovaného výzkumu a experimentálního vývoje ALFA, TA04011311, zahájení: 2014-10-01, ukončení: 2017-12-31, ukončen
Výzkumné skupiny
Výzkumná skupina dolování dat z řeči BUT Speech@FIT (VZ SPEECH)
Pracoviště
Ústav počítačové grafiky a multimédií (UPGM)
Nahoru