Structural and Statistical Audio Texture Knowledge Distillation (SSATKD) for Passive Sonar Classification

J Ritu, A Mohammadi, D Carreiro, A Van Dine… - arXiv preprint arXiv …, 2025 - arxiv.org
Knowledge distillation has been successfully applied to various audio tasks, but its potential
in underwater passive sonar target classification remains relatively unexplored. Existing …

Histogram Layer Time Delay Neural Networks for Passive Sonar Classification

J Ritu, E Barnes, R Martell, A Van Dine… - 2023 IEEE Workshop …, 2023 - ieeexplore.ieee.org
Underwater acoustic target detection in remote marine sensing operations is challenging
due to complex sound wave propagation. Despite the availability of reliable sonar systems …

Masking Modelling for Underwater Acoustic Target Recognition with Self-supervised Learning

S Feng, X Zhu, S Ma, Q Lan - 2023 5th International …, 2023 - ieeexplore.ieee.org
Underwater acoustic target recognition (UATR) involves classifying targets in a marine
environment using sonar signals. This task has been tackled using supervised learning …

HEDEF SINIFLANDIRMA TARGET CLASSIFICATION WITH OVERLAPPING WINDOW INTEGRATION USING WIGNER VILLE TRANSFORM

İG Aksüren, E Özer, AK Hocaoğlu - 2023 31st Signal …, 2023 - ieeexplore.ieee.org
In this study, automatic target classification was performed using underwater acoustic
signals. Targets of underwater and surface ships were detected from long distances and …

Gemi Akustik Izlerinin Otomatik Sınıflandırılması

G Orhan - 2023 - search.proquest.com
Sualtı akustik sinyallerin sınıflandırılmasında SONAR sistemleri ile elde edilen bilgiler
kullanılarak operatörler tarafından gerçekleştirilmektedir. Askeri alanda savaş durumlarında …

DEMON 스펙트럼향상및분석을통한주파수특징정보자동검출방법

신도경, 김영대 - 융복합지식학회논문지, 2023 - dbpia.co.kr
수동 소나는 표적에서 발생 되는 방사 소음을 통해 표적을 탐지 및 식별하기 위해 활용되는
센서이다. 표적의 방사 소음은 크게 기계류에 의한 소음, 유체역학에 의한 소음 및 프로펠러에 …

[引用][C] AUTOMATIC CLASSIFICATION OF SHIP ACOUSTIC TRACKS

G ORHAN