QinggangSUN / keras_multiple_target_recognitionLinks
keras_multi_target_signal_recognition Underwater single channel acoustic multiple targets recognition using ResNet, DenseNet, and Complex-Valued convolutional nerual networks. keras-gpu 2.2.4 with tensorflow-gpu 1.12.0 backend.
☆36Updated 3 years ago
Alternatives and similar repositories for keras_multiple_target_recognition
Users that are interested in keras_multiple_target_recognition are comparing it to the libraries listed below
Sorting:
- The official implementation of the paper "A spatio-temporal deep learning approach for underwater acoustic signals classification". In th…☆29Updated 2 years ago
- Official implementation of the paper "An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification …☆28Updated last year
- Method for Splitting the DeepShip Dataset☆53Updated last month
- Source separation of underwater acoustic radiated noise signals from ships with unknown numbers of signals. Using keras 2.2.4 with tenso…☆20Updated 3 weeks ago
- An unofficial train-test split for ShipsEar: An underwater vessel noise database☆23Updated last year
- The PyTorch code for "Unraveling Complex Data Diversity in Underwater Acoustic Target Recognition through Convolution-based Mixture of Ex…☆30Updated last year
- Histogram Layer Time Delay Neural Networks For Passive Sonar Classification☆19Updated last year
- ☆135Updated 2 years ago
- This repository contains the pipeline to obtain and label ship acoustic data from the ONC initiative.☆17Updated 10 months ago
- ☆68Updated 5 years ago
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆30Updated 6 years ago
- Official github page of Oceanship Dataset☆43Updated last year
- Fast & analytical blind source separation algorithm to separate any number of sources using two microphones☆11Updated last year
- System that ranked 2nd in DCASE 2023 Challenge Task 5: Few-shot Bioacoustic Event Detection☆12Updated last year
- A Direction-of-Arrival estimation code repo accompanying our research paper.☆81Updated 5 years ago
- In oceanic remote sensing operations, underwater acoustic target recognition is always a difficult and extremely important task of sonar …☆74Updated 4 years ago
- Fast ICA algorithm for blind source separation☆52Updated last year
- 时间延迟估计(TDOA)相关算法☆59Updated 9 years ago
- Microphone sound source localization by SRP-PHAT and others numerical methods.（基于SRP-PHAT的麦克风声源定位）☆226Updated 6 years ago
- ☆47Updated 4 years ago
- 基于梅尔频谱的信号分类和识别☆23Updated 2 years ago
- ☆68Updated last year
- implementation of "DCCRN-Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement" by pytorch☆205Updated 5 years ago
- 不同波束形成算法仿真，共计30余种☆256Updated 5 years ago
- 通过单层圆形麦克风阵列采集音频，实现MUSIC算法的声源定位。☆21Updated 2 years ago
- A framework for quick testing and comparing multi-channel speech enhancement and separation methods, such as DSB, MVDR, LCMV, GEVD beamfo…☆171Updated 4 years ago
- A maximum likelihood direction of arrival estimation method for open-sphere microphone arrays in the spherical harmonic domain☆26Updated 6 years ago
- 关于语音信号声源定位DOA估计所用的一些传统算法☆463Updated 4 years ago
- 传统方法语音增强matlab实现 1、谱减法 2、维纳滤波法 3、卡尔曼滤波法☆92Updated 7 years ago
- ☆12Updated 5 years ago