Detail projektu

HAAWAII - Highly Automated Air Traffic Controller Workstations with Artificial Intelligence Integration

Období řešení: 1. 6. 2020 - 30. 11. 2022

Typ projektu: grant

Kód: H2020-SESAR-2019-2, 884287

Agentura: Evropská komise EU

Program: Horizon 2020

Název česky
HAAWAII - Highly Automated Air Traffic Controller Workstations with Artificial Intelligence Integration
Typ
grant
Klíčová slova

umělá inteligence, strojové učení, řízení letového provozu, zpracování přirozeného jazyka, automatické rozpoznávání řeči

Abstrakt

Cílem projektu je výzkum a vývoj spolehlivého, proti chybám odolného a přizpůsobitelného řešení pro automatický přepis hlasových příkazů vyřčených jak pracovníky řízení letového provozu, tak piloty.

Řešitelé
Smrž Pavel, doc. RNDr., Ph.D. (UPGM FIT VUT) , hlavní řešitel
Doležal Jan, Ing. (UPGM FIT VUT)
Dytrych Jaroslav, Ing., Ph.D. (UPGM FIT VUT)
Hradiš Michal, Ing., Ph.D. (UPGM FIT VUT)
Jírovec Martin, Ing. (Děkanát FIT VUT)
Musil Martin, Ing., Ph.D. (UPGM FIT VUT)
Otrusina Lubomír, Ing. (UPGM FIT VUT)
Veselý Karel, Ing., Ph.D. (UPGM FIT VUT)
Publikace

2023

  • MOTLÍČEK Petr, PRASAD Amrutha, NIGMATULINA Iuliia, HELMKE Hartmut, OHNEISER Oliver a KLEINERT Matthias. Automatic Speech Analysis Framework for ATC Communication in HAAWAII. In: Proceedings of the 13th SESAR Innovation Days. Seville: SESAR Joint Undertaking, 2023, s. 1-9. Detail
  • ZULUAGA-GOMEZ Juan, SARFJOO Seyyed Saeed, PRASAD Amrutha, NIGMATULINA Iuliia, MOTLÍČEK Petr, ONDŘEJ Karel, OHNEISER Oliver a HELMKE Hartmut. BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications. In: IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings. Doha: IEEE Signal Processing Society, 2023, s. 633-640. ISBN 978-1-6654-7189-3. Detail

2022

  • NIGMATULINA Iuliia, ZULUAGA-GOMEZ Juan, PRASAD Amrutha, SARFJOO Saeed a MOTLÍČEK Petr. A Two-Step Approach to Leverage Contextual Data: Speech Recognition in Air-Traffic Communications. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Singapore: IEEE Signal Processing Society, 2022, s. 6282-6286. ISBN 978-1-6654-0540-9. Detail
  • PRASAD Amrutha, ZULUAGA-GOMEZ Juan, MOTLÍČEK Petr, SARFJOO Seyyed Saeed, NIGMATULINA Iuliia, OHNEISER Oliver a HELMKE Hartmut. Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition. In: Proceedings of the 12th SESAR Innovation Days. Budapest, 2022, s. 1-9. Detail
  • KOCOUR Martin, ŽMOLÍKOVÁ Kateřina, ONDEL Yang Lucas Antoine Francois, ŠVEC Ján, DELCROIX Marc, OCHIAI Tsubasa, BURGET Lukáš a ČERNOCKÝ Jan. Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Incheon: International Speech Communication Association, 2022, s. 4955-4959. ISSN 1990-9772. Detail
  • PRASAD Amrutha, ZULUAGA-GOMEZ Juan, MOTLÍČEK Petr, SARFJOO Seyyed Saeed, NIGMATULINA Iuliia a VESELÝ Karel. Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator. In: Proceedings of the 12th SESAR Innovation Days. Budapest, 2022, s. 1-9. Detail

2021

  • KLEINERT Matthias, HELMKE Hartmut, SHETTY Shruthi, OHNEISER Oliver, EHR Heiko, PRASAD Amrutha, MOTLÍČEK Petr a HARFMANN Julia. Automated Interpretation of Air Traffic Control Communication: The Journey from Spoken Words to a Deeper Understanding of the Meaning. In: Proceedings of DASC 2021. San Antonio, Texas: Institute of Electrical and Electronics Engineers, 2021, s. 1-9. ISBN 978-1-6654-3420-1. Detail
  • KOCOUR Martin, VESELÝ Karel, BLATT Alexander, ZULUAGA-GOMEZ Juan, SZŐKE Igor, ČERNOCKÝ Jan, KLAKOW Dietrich a MOTLÍČEK Petr. Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition. In: Proceedings Interspeech 2021. Brno: International Speech Communication Association, 2021, s. 3301-3305. ISSN 1990-9772. Detail
  • ZULUAGA-GOMEZ Juan, NIGMATULINA Iuliia, PRASAD Amrutha, MOTLÍČEK Petr, VESELÝ Karel, KOCOUR Martin a SZŐKE Igor. Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems. In: Proceedings Interspeech 2021. Brno: International Speech Communication Association, 2021, s. 3296-3300. ISSN 1990-9772. Detail
  • SZŐKE Igor, KESIRAJU Santosh, NOVOTNÝ Ondřej, KOCOUR Martin, VESELÝ Karel a ČERNOCKÝ Jan. Detecting English Speech in the Air Traffic Control Voice Communication. In: Proceedings Interspeech 2021. Brno: International Speech Communication Association, 2021, s. 3286-3290. ISSN 1990-9772. Detail
  • HELMKE Hartmut, SHETTY Shruthi, KLEINERT Matthias, OHNEISER Oliver, EHR Heiko, MOTLÍČEK Petr, PRASAD Amrutha a WINDISCH Christian a kol. Measuring Speech Recognition And Understanding Performance in Air Traffic Control Domain Beyond Word Error Rates. In: Proceedings of 11th SESAR Innovation Days 2021. Belgie, 2021, s. 1-8. Detail
  • HELMKE Hartmut, KLEINERT Matthias, SHETTY Shruthi, OHNEISER Oliver, EHR Heiko, PRASAD Amrutha, MOTLÍČEK Petr, VESELÝ Karel, ONDŘEJ Karel, SMRŽ Pavel, HARFMANN Julia a WINDISCH Christian a kol. Readback Error Detection by Automatic Speech Recognition to Increase ATM Safety. In: Proceedings of ATM Seminar. on-line: EUROPEAN ORGANISATION FOR THE SAFETY OF AIR NAVIGATION, 2021, s. 1-10. Detail
Nahoru