Although voice communication plays a crucial role in maritime operations due to its safety and efficiency, Maritime Autonomous Surface Ships (MASS) operating unmanned have not been fully integrated with existing voice communication systems. Therefore, this study proposes an integrated voice communication system for MASS. The proposed system combines state-of-the-art Speech-to-Text (STT) technology, Text-to-Speech (TTS) technology, and Large Language Models (LLM) to enable MASS to autonomously interact via VHF voice communication. In particular, the LLM generates appropriate responses that comply with standardized maritime communication protocols by learning Standard Marine Communication Phrases (SMCP) using Retrieval-Augmented Generation (RAG). The developed system enhances the autonomy of MASS and enables seamless interaction with existing manned ships and control centers. Experimental results demonstrated high speech recognition accuracy and real-time processing performance, confirming its practicality in maritime communication environments.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    AI-Driven Conversational Voice Communication for Maritime Autonomous Surface Ships


    Beteiligte:
    Kim, Sanha (Autor:in) / Ku, Jaebin (Autor:in) / Lee, Eunkyu (Autor:in) / Zaman, Umar (Autor:in) / Kim, Kyungsup (Autor:in)


    Erscheinungsdatum :

    18.02.2025


    Format / Umfang :

    260517 byte





    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Maritime Autonomous Surface Ships

    TIBKAT | 2024

    Freier Zugriff

    Maritime Autonomous Surface Ships

    GWLB - Gottfried Wilhelm Leibniz Bibliothek | 2024

    Freier Zugriff

    Operations of Maritime Autonomous Surface Ships

    Zbigniew Pietrzykowski / Jerzy Hajduk | DOAJ | 2019

    Freier Zugriff

    Data/Knowledge-Driven Behaviour Analysis for Maritime Autonomous Surface Ships

    Wen, Yuanqiao ;Hahn, Axel ;Valdez Banda, Osiris | TIBKAT | 2023

    Freier Zugriff

    Data/Knowledge-Driven Behaviour Analysis for Maritime Autonomous Surface Ships

    Wen, Yuanqiao ;Hahn, Axel ;Valdez Banda, Osiris | GWLB - Gottfried Wilhelm Leibniz Bibliothek | 2023

    Freier Zugriff