深海直达区-声影区DS3500船舶辐射噪声数据集

该数据集包含ShipsEar原始船舶辐射噪声数据及DS3500增强数据。ShipsEar含1948个5秒片段，分5类；DS3500基于射线理论生成，模拟3500米深海36个位置信号，适用于水下目标识别与定位任务。

This dataset includes the original ship radiated noise data from ShipsEar and the augmented data from DS3500. ShipsEar contains 1948 5-second audio segments, which are divided into 5 categories. DS3500 is generated based on ray theory, simulates signals at 36 positions in the 3500-meter deep sea, and is suitable for underwater target recognition and localization tasks.

搜集汇总

背景与挑战

背景概述

该数据集是一个水下声学目标辐射噪声数据集，包含原始采集的船舶噪声和基于射线理论生成的深海合成数据，适用于水下目标识别和定位任务。数据集提供了详细的分类、距离和深度标签，支持多任务学习框架的开发与验证。