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  4. Assisting maritime search and rescue (SAR) personnel with AI-based speech recognition and smart direction finding
 
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2020
Journal Article
Title

Assisting maritime search and rescue (SAR) personnel with AI-based speech recognition and smart direction finding

Abstract
Communication for processing relevant information plays a paramount role in developing a comprehensive understanding of Search and Rescue (SAR) situations and conducting operations in a successful and reliable manner. Nevertheless, communication systems have not changed considerably in the context of simplifying very high frequency (VHF) maritime communication and enhancing the value of SAR practices. The Automated Transcription of Maritime VHF Radio Communication for SAR Mission Coordination (ARTUS) project approaches this problem with the development of an assistance system which employs AI-based speech recognition and smart direction finding. First, ideas and specified needs of end users for designing the user interface are presented in this paper. Further, preliminary accomplishments of domain specific language training for maritime speech recognition, and the direction-finding algorithms for localizing senders are sketched out. While the preliminary results build a solid ground, additional field experiments will be conducted in order to enhance the accuracy and reliability of speech recognition and direction finding. The identified end user requirements across different personnel groups show commonalities, but call for a differentiated approach in order to meet the challenges and peculiar needs of the various working contexts.
Author(s)
Gözalan, Aylin
German Maritime Search and Rescue Association (DGzRS)
John, Ole  orcid-logo
Fraunhofer-Institut für Materialfluss und Logistik IML  
Lübcke, Thomas
German Maritime Search and Rescue Association (DGzRS)
Maier, Andreas
RHOTHETA Elektronik GmbH
Reimann, Maximilian
Fraunhofer-Institut für Materialfluss und Logistik IML  
Richter, Jan-Gerrit
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Zverev, Ivan
RHOTHETA Elektronik GmbH
Journal
Journal of marine science and engineering  
Project(s)
Anwender-Innovativ: Forschung für die zivile Sicherheit
Anwender-Innovativ: Forschung für die zivile Sicherheit
Anwender-Innovativ: Forschung für die zivile Sicherheit
Funder
Bundesministerium für Bildung und Forschung BMBF (Deutschland)  
Bundesministerium für Bildung und Forschung BMBF (Deutschland)  
Bundesministerium für Bildung und Forschung BMBF (Deutschland)  
Open Access
File(s)
Download (1.85 MB)
Rights
CC BY 4.0: Creative Commons Attribution
DOI
10.24406/publica-r-264984
10.3390/jmse8100818
Language
English
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Fraunhofer-Institut für Materialfluss und Logistik IML  
Keyword(s)
  • maritime search and rescue

  • VHF maritime radio

  • coastal radio station

  • speech recognition system

  • direction finding

  • AIS

  • maritime simulation

  • training

  • GMDSS

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