Spoken instruction understanding in air traffic control: Challenge, technique, and application
Y Lin - Aerospace, 2021 - mdpi.com
In air traffic control (ATC), speech communication with radio transmission is the primary way
to exchange information between the controller and aircrew. A wealth of contextual …
to exchange information between the controller and aircrew. A wealth of contextual …
How does pre-trained wav2vec 2.0 perform on domain-shifted asr? an extensive benchmark on air traffic control communications
J Zuluaga-Gomez, A Prasad… - 2022 IEEE Spoken …, 2023 - ieeexplore.ieee.org
Recent work on self-supervised pre-training focus on leveraging large-scale unlabeled
speech data to build robust end-to-end (E2E) acoustic models (AM) that can be later fine …
speech data to build robust end-to-end (E2E) acoustic models (AM) that can be later fine …
Atco2 corpus: A large-scale dataset for research on automatic speech recognition and natural language understanding of air traffic control communications
Personal assistants, automatic speech recognizers and dialogue understanding systems are
becoming more critical in our interconnected digital world. A clear example is air traffic …
becoming more critical in our interconnected digital world. A clear example is air traffic …
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 …
[PDF][PDF] Readback error detection by automatic speech recognition and understanding
H Helmke, K Ondrej, S Shetty, H Arilíusson… - Proceedings of the …, 2022 - researchgate.net
(ATCo) is to evaluate pilot readbacks and to react in case of errors. Undetected readback
errors, when not corrected by the ATCo, can have a dramatic impact on air traffic …
errors, when not corrected by the ATCo, can have a dramatic impact on air traffic …
Contextual semi-supervised learning: An approach to leverage air-surveillance and untranscribed ATC data in ASR systems
Air traffic management and specifically air-traffic control (ATC) rely mostly on voice
communications between Air Traffic Controllers (ATCos) and pilots. In most cases, these …
communications between Air Traffic Controllers (ATCos) and pilots. In most cases, these …
A two-step approach to leverage contextual data: speech recognition in air-traffic communications
I Nigmatulina, J Zuluaga-Gomez… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
Automatic Speech Recognition (ASR), as the assistance of speech communication between
pilots and air-traffic controllers, can significantly reduce the complexity of the task and …
pilots and air-traffic controllers, can significantly reduce the complexity of the task and …
Bertraffic: Bert-based joint speaker role and speaker change detection for air traffic control communications
Automatic speech recognition (ASR) allows transcribing the communications between air
traffic controllers (ATCOs) and aircraft pilots. The transcriptions are used later to extract ATC …
traffic controllers (ATCOs) and aircraft pilots. The transcriptions are used later to extract ATC …
Improving callsign recognition with air-surveillance data in air-traffic communication
I Nigmatulina, R Braun, J Zuluaga-Gomez… - arXiv preprint arXiv …, 2021 - arxiv.org
Automatic Speech Recognition (ASR) can be used as the assistance of speech
communication between pilots and air-traffic controllers. Its application can significantly …
communication between pilots and air-traffic controllers. Its application can significantly …