elib
DLR-Header
DLR-Logo -> http://www.dlr.de
DLR Portal Home | Imprint | Privacy Policy | Contact | Deutsch
Fontsize: [-] Text [+]

Transatlantic Approaches for Automatic Speech Understanding in Air Traffic Management

Helmke, Hartmut and Ohneiser, Oliver and Kleinert, Matthias and Chen, Shuo and Kopald, Hunter and Tarakan, Robert M. (2023) Transatlantic Approaches for Automatic Speech Understanding in Air Traffic Management. In: Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023). Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023), 2023-06-05 - 2023-06-09, Savannah, Georgia, USA. doi: 10.60575/x8pe-ay35.

[img] PDF
574kB

Abstract

MITRE in the US and European stakeholders under the leadership of DLR have independently developed ontologies for representing the meaning of controller-pilot ATC (air traffic control) radio communications. With the intent of benefiting from each other’s work, and possibly harmonizing the two ontologies in the future, DLR and MITRE performed a structured comparison of the two ontologies. To explore how local differences in vocabulary and ATC procedures influence ontology design, both parties exchanged the transcripts of 100 ATC radio transmissions from their terminal airspaces. This paper summarizes similarities and differences of the ontologies from MITRE and Europe. Overall, despite a 12% difference in word level representation, 80% of the instructions from both data sets have common semantic representation in both ontologies

Item URL in elib:https://elib.dlr.de/196473/
Document Type:Conference or Workshop Item (Speech)
Title:Transatlantic Approaches for Automatic Speech Understanding in Air Traffic Management
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Helmke, HartmutUNSPECIFIEDhttps://orcid.org/0000-0002-1939-0200UNSPECIFIED
Ohneiser, OliverUNSPECIFIEDhttps://orcid.org/0000-0002-5411-691XUNSPECIFIED
Kleinert, MatthiasUNSPECIFIEDhttps://orcid.org/0000-0002-0782-4147UNSPECIFIED
Chen, ShuoUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Kopald, HunterUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Tarakan, Robert M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:2023
Journal or Publication Title:Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023)
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI:10.60575/x8pe-ay35
Status:Published
Keywords:automatic speech recognition; natural language understanding; semantic interpretation; air traffic control; radio communications; intent representation; semantic ontology
Event Title:Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023)
Event Location:Savannah, Georgia, USA
Event Type:international Conference
Event Start Date:5 June 2023
Event End Date:9 June 2023
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:other
DLR - Research area:Aeronautics
DLR - Program:L - no assignment
DLR - Research theme (Project):L - Managementaufgaben Luftfahrt
Location: Braunschweig
Institutes and Institutions:Institute of Flight Guidance > Controller Assistance
Deposited By: Diederich, Kerstin
Deposited On:17 Aug 2023 08:30
Last Modified:24 Apr 2024 20:56

Repository Staff Only: item control page

Browse
Search
Help & Contact
Information
OpenAIRE Validator logo electronic library is running on EPrints 3.3.12
Website and database design: Copyright © German Aerospace Center (DLR). All rights reserved.