[HTML][HTML] Lessons learned in transcribing 5000 h of air traffic control communications for robust automatic speech understanding

J Zuluaga-Gomez, I Nigmatulina, A Prasad, P Motlicek… - Aerospace, 2023 - mdpi.com
Voice communication between air traffic controllers (ATCos) and pilots is critical for ensuring
safe and efficient air traffic control (ATC). The handling of these voice communications …

Augmented datasheets for speech datasets and ethical decision-making

O Papakyriakopoulos, ASG Choi, W Thong… - Proceedings of the …, 2023 - dl.acm.org
Speech datasets are crucial for training Speech Language Technologies (SLT); however,
the lack of diversity of the underlying training data can lead to serious limitations in building …

[HTML][HTML] A virtual simulation-pilot agent for training of air traffic controllers

J Zuluaga-Gomez, A Prasad, I Nigmatulina, P Motlicek… - Aerospace, 2023 - mdpi.com
In this paper we propose a novel virtual simulation-pilot engine for speeding up air traffic
controller (ATCo) training by integrating different state-of-the-art artificial intelligence (AI) …

Automatic speech recognition and understanding for radar label maintenance support increases safety and reduces air traffic controllers' workload

H Helmke, M Kleinert, N Ahrenhold, H Ehr… - Fifteenth USA/Europe …, 2023 - elib.dlr.de
Air traffic controllers (ATCos) from Austro Control together with DLR quantified the benefits of
automatic speech recognition and understanding (ASRU) on workload and flight safety. As …

[HTML][HTML] Safety Aspects of Supporting Apron Controllers with Automatic Speech Recognition and Understanding Integrated into an Advanced Surface Movement …

M Kleinert, O Ohneiser, H Helmke, S Shetty, H Ehr… - Aerospace, 2023 - mdpi.com
The information air traffic controllers (ATCos) communicate via radio telephony is valuable
for digital assistants to provide additional safety. Yet, ATCos have to enter this information …

[HTML][HTML] Enhancing air traffic control communication systems with integrated automatic speech recognition: models, applications and performance evaluation

Z Wang, P Jiang, Z Wang, B Han, H Liang… - Sensors (Basel …, 2024 - ncbi.nlm.nih.gov
In air traffic control (ATC), speech communication with radio transmission is the primary way
to exchange information between the controller and the pilot. As a result, the integration of …

[HTML][HTML] An Automatic Speaker Clustering Pipeline for the Air Traffic Communication Domain

D Khalil, A Prasad, P Motlicek, J Zuluaga-Gomez… - Aerospace, 2023 - mdpi.com
In air traffic management (ATM), voice communications are critical for ensuring the safe and
efficient operation of aircraft. The pertinent voice communications—air traffic controller …

Loosely coupled UWB/stereo camera integration for mobile robots indoor navigation

OV Glukhov, IA Akinfiev, AD Razorvin… - … on Radio Electronics …, 2023 - ieeexplore.ieee.org
This paper explores the prospects of using a stereo camera mounted on a wheeled robot as
an additional source of navigation information in the partial absence of navigation …

[HTML][HTML] Toward effective aircraft call sign detection using fuzzy string-matching between ASR and ADS-B Data

MS Kasttet, A Lyhyaoui, D Zbakh, A Aramja, A Kachkari - Aerospace, 2023 - mdpi.com
Recently, artificial intelligence and data science have witnessed dramatic progress and
rapid growth, especially Automatic Speech Recognition (ASR) technology based on Hidden …

[HTML][HTML] SLKIR: A framework for extracting key information from air traffic control instructions Using small sample learning

P Jiang, C Zeng, W Pan, B Han, J Zhang - Scientific reports, 2024 - nature.com
In air traffic control (ATC), Key Information Recognition (KIR) of ATC instructions plays a
pivotal role in automation. The field's specialized nature has led to a scarcity of related …