[HTML][HTML] Lessons learned in transcribing 5000 h of air traffic control communications for robust automatic speech understanding
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 …
safe and efficient air traffic control (ATC). The handling of these voice communications …
Augmented datasheets for speech datasets and ethical decision-making
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 …
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
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) …
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 …
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 …
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 …
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 …
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 …
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
Recently, artificial intelligence and data science have witnessed dramatic progress and
rapid growth, especially Automatic Speech Recognition (ASR) technology based on Hidden …
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 …
pivotal role in automation. The field's specialized nature has led to a scarcity of related …