A unified framework for multilingual speech recognition in air traffic control systems
This work focuses on robust speech recognition in air traffic control (ATC) by designing a
novel processing paradigm to integrate multilingual speech recognition into a single …
novel processing paradigm to integrate multilingual speech recognition into a single …
A real-time ATC safety monitoring framework using a deep learning approach
A deep learning-based safety monitoring framework for air traffic control (ATC) systems is
proposed in this paper to reduce human errors and relieve the controllers' workload by …
proposed in this paper to reduce human errors and relieve the controllers' workload by …
The airbus air traffic control speech recognition 2018 challenge: Towards ATC automatic transcription and call sign detection
In this paper, we describe the outcomes of the challenge organized and run by Airbus and
partners in 2018. The challenge consisted of two tasks applied to Air Traffic Control (ATC) …
partners in 2018. The challenge consisted of two tasks applied to Air Traffic Control (ATC) …
[HTML][HTML] Identifying and managing risks of ai-driven operations: A case study of automatic speech recognition for improving air traffic safety
L Yi, R Min, C Kunjie, L Dan, Z Ziqiang, L Fan… - Chinese Journal of …, 2023 - Elsevier
In this work, the primary focus is to identify potential technical risks of Artificial Intelligence
(AI)-driven operations for the safety monitoring of the air traffic from the perspective of …
(AI)-driven operations for the safety monitoring of the air traffic from the perspective of …
Automatic speech recognition for air traffic control communications
A significant fraction of communications between air traffic controllers and pilots is through
speech, via radio channels. Automatic transcription of air traffic control (ATC) …
speech, via radio channels. Automatic transcription of air traffic control (ATC) …
ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems
In this paper, a multilingual end-to-end framework, called ATCSpeechNet, is proposed to
tackle the issue of translating communication speech into human-readable text in air traffic …
tackle the issue of translating communication speech into human-readable text in air traffic …
Towards recognition for radio-echo speech in air traffic control: Dataset and a contrastive learning approach
In the air traffic control (ATC) domain, automatic speech recognition (ASR) suffers from radio
speech echo, which cannot be addressed by existing echo cancellation due to auditory …
speech echo, which cannot be addressed by existing echo cancellation due to auditory …
Speech GAU: A single head attention for mandarin speech recognition for air traffic control
S Zhang, J Kong, C Chen, Y Li, H Liang - Aerospace, 2022 - mdpi.com
The rise of end-to-end (E2E) speech recognition technology in recent years has overturned
the design pattern of cascading multiple subtasks in classical speech recognition and …
the design pattern of cascading multiple subtasks in classical speech recognition and …
Towards multilingual end‐to‐end speech recognition for air traffic control
In this work, an end‐to‐end framework is proposed to achieve multilingual automatic speech
recognition (ASR) in air traffic control (ATC) systems. Considering the standard ATC …
recognition (ASR) in air traffic control (ATC) systems. Considering the standard ATC …
Enhancing air traffic control communication systems with integrated automatic speech recognition: models, applications and performance evaluation
Z Wang, P Jiang, Z Wang, B Han… - Sensors (Basel …, 2024 - pmc.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 …