The official implementation of the paper "A spatio-temporal deep learning approach for underwater acoustic signals classification". In this repository, we present two new deep learning architectures based on spatio-temporal modeling for underwater signal classification.
☆34Apr 6, 2023Updated 3 years ago
Alternatives and similar repositories for USC
Users that are interested in USC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of the paper "An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification …☆32Apr 2, 2024Updated 2 years ago
- Histogram Layer Time Delay Neural Networks For Passive Sonar Classification☆19Jan 21, 2026Updated 8 months ago
- keras_multi_target_signal_recognition Underwater single channel acoustic multiple targets recognition using ResNet, DenseNet, and Complex…☆37Apr 1, 2022Updated 4 years ago
- This repository contains the pipeline to obtain and label ship acoustic data from the ONC initiative.☆21Jan 6, 2026Updated 8 months ago
- Method for Splitting the DeepShip Dataset☆72Nov 21, 2025Updated 10 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The PyTorch code for "Unraveling Complex Data Diversity in Underwater Acoustic Target Recognition through Convolution-based Mixture of Ex…☆36Mar 5, 2024Updated 2 years ago
- ☆90Jul 31, 2020Updated 6 years ago
- An unofficial train-test split for ShipsEar: An underwater vessel noise database☆28Jul 31, 2024Updated 2 years ago
- Official github page of Oceanship Dataset☆61Jun 11, 2024Updated 2 years ago
- Source separation of underwater acoustic radiated noise signals from ships with unknown numbers of signals. Using keras 2.2.4 with tenso…☆21Dec 16, 2025Updated 9 months ago
- ☆166Mar 23, 2023Updated 3 years ago
- A place where we host the Jupyter notebooks found in the PyVista docs for use on MyBinder - this repo is automatically deployed by our CI…☆12Sep 8, 2026Updated 2 weeks ago
- Python adaptation of the Range-dependent Acoustic Model (RAM).☆34Dec 10, 2024Updated last year
- A newly created forward looking sonar image recognition benchmark, named NanKai Sonar Image Dataset (NKSID). This dataset contains 2617 i…☆72Apr 11, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- zero shot side scan sonar image classification☆16Mar 29, 2021Updated 5 years ago
- ☆16Jun 15, 2022Updated 4 years ago
- 1st place solution to the DCASE 2020 - Task 5 - Urban Sound Tagging with Spatiotemporal Context☆17Dec 8, 2022Updated 3 years ago
- The audio-visual fusion method for FFIA☆35Aug 5, 2024Updated 2 years ago
- ☆30Oct 15, 2024Updated last year
- Zafar's Audio Functions in Python for audio signal analysis: STFT, inverse STFT, mel filterbank, mel spectrogram, MFCC, CQT kernel, CQT s…☆59Aug 8, 2025Updated last year
- Code for paper "Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition"☆44May 23, 2023Updated 3 years ago
- Official implementation of EfficientLEAF, a learnable audio frontend.☆53Dec 9, 2022Updated 3 years ago
- Data generator for stereo sound event localization and detection task of DCASE 2025 challenge☆17Jul 17, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is the official repository of the papers "Parameter-Efficient Transfer Learning of Audio Spectrogram Transformers" [IEEE MLSP 2024] …☆42Jul 31, 2024Updated 2 years ago
- ☆21Dec 8, 2024Updated last year
- Mixture of Decision Trees for Interpretable Machine Learning☆11Sep 2, 2021Updated 5 years ago
- An implement of our paper “DEEP ADVERSARIAL QUANTIZATION NETWORK FOR CROSS-MODAL RETRIEVAL”☆10May 16, 2021Updated 5 years ago
- A python program to automatically detect fish sounds in passive acoustic recordings.☆25Jun 5, 2025Updated last year
- ☆12Aug 30, 2024Updated 2 years ago
- Deep Learning Gravity Optimizer Source Code Repository☆14Jul 26, 2021Updated 5 years ago
- This is an assignment for Pattern Recognition Course taught at Alexandria University, Faculty of Engineering offered in Spring 2019. The…☆19Jul 19, 2019Updated 7 years ago
- Modeling, inversion and classification in electromagnetic detection☆14Jun 18, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- PyTorch Implementation of SubSpectralNet - Using Sub-Spectrogram based Convolutional Neural Networks for Acoustic Scene Classification, a…☆21Feb 20, 2019Updated 7 years ago
- Data generator for sound event localization and detection clips, including 4-ch microphone-array-format signals and first-order-ambisonic…☆22Nov 13, 2024Updated last year
- This is a project based on machine learning and deep learning method for playing Gobang by controlling mechanical arm(利用机械臂下五子棋)☆13Apr 16, 2023Updated 3 years ago
- The 3rd SPWLA ML competition☆21Jan 5, 2024Updated 2 years ago
- This repository has been used in ECED 6575 at Dalhousie University to teach students Acoustic Toolbox & Bellhop.☆18Aug 7, 2025Updated last year
- Stacked attention network for answering open-ended questions about image☆12May 31, 2018Updated 8 years ago
- [ISRR'22, Oral] Source code for paper, Monocular Camera and Single-Beam Sonar-Based Underwater Collision-Free Navigation with Domain Rand…☆13Jun 4, 2024Updated 2 years ago