no code implementations • LEGAL (LREC) 2022 • Mickaël Rigault, Claudia Cevenini, Khalid Choukri, Martin Kocour, Karel Veselý, Igor Szoke, Petr Motlicek, Juan Pablo Zuluaga-Gomez, Alexander Blatt, Dietrich Klakow, Allan Tart, Pavel Kolčárek, Jan Černocký
In this paper the authors detail the various legal and ethical issues faced during the ATCO2 project.
no code implementations • 19 Jun 2024 • Alexander Blatt, Aravind Krishnan, Dietrich Klakow
Utilizing air-traffic control (ATC) data for downstream natural-language processing tasks requires preprocessing steps.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
3 code implementations • 8 Nov 2022 • Juan Zuluaga-Gomez, Karel Veselý, Igor Szöke, Alexander Blatt, Petr Motlicek, Martin Kocour, Mickael Rigault, Khalid Choukri, Amrutha Prasad, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Claudia Cevenini, Pavel Kolčárek, Allan Tart, Jan Černocký, Dietrich Klakow
In this paper, we introduce the ATCO2 corpus, a dataset that aims at fostering research on the challenging ATC field, which has lagged behind due to lack of annotated data.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +6
no code implementations • 13 Apr 2022 • Alexander Blatt, Martin Kocour, Karel Veselý, Igor Szöke, Dietrich Klakow
The introduced data augmentation adds additional performance on high WER transcripts and allows the adaptation of the model to unseen airspaces.