zakaria76al / USCLinks
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.
☆24Updated 2 years ago
Alternatives and similar repositories for USC
Users that are interested in USC are comparing it to the libraries listed below
Sorting:
- Method for Splitting the DeepShip Dataset☆45Updated 6 months ago
- An unofficial train-test split for ShipsEar: An underwater vessel noise database☆19Updated last year
- The PyTorch code for "Unraveling Complex Data Diversity in Underwater Acoustic Target Recognition through Convolution-based Mixture of Ex…☆26Updated last year
- keras_multi_target_signal_recognition Underwater single channel acoustic multiple targets recognition using ResNet, DenseNet, and Complex…☆34Updated 3 years ago
- Official implementation of the paper "An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification …☆25Updated last year
- Histogram Layer Time Delay Neural Networks For Passive Sonar Classification☆19Updated 8 months ago
- Source separation of underwater acoustic radiated noise signals from ships with unknown numbers of signals. Using keras 2.2.4 with tenso…☆19Updated 9 months ago
- ☆118Updated 2 years ago
- ☆62Updated 5 years ago
- Official github page of Oceanship Dataset☆34Updated last year
- MFF-EINV2: Multi-scale Feature Fusion across Spectral-Spatial-Temporal Domains for Sound Event Localization and Detection☆16Updated last year
- Unofficial Pytorch Lightning Implementation of "A New Framework for CNN-Based Speech Enhancement in the Time Domain"☆20Updated 2 years ago
- 网络出处:Interactive Speech and Noise Modeling for Speech Enhancement☆28Updated 3 years ago
- CST-former: Transformer with Channel-Spectro-Temporal Attention for Sound Event Localization and Detection (ICASSP 2024)☆28Updated 4 months ago
- ☆33Updated 10 months ago
- ☆19Updated 6 months ago
- ☆77Updated 3 weeks ago
- A python implementation of “Self-Supervised Learning of Spatial Acoustic Representation with Cross-Channel Signal Reconstruction and Mult…☆37Updated 11 months ago
- Submission for task 2 "First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring" of the DCASE challenge 2023 (h…☆18Updated 2 years ago
- This repository contains the code of the CP JKU submission to DCASE23 Task 1 "Low-complexity Acoustic Scene Classification"☆28Updated 2 years ago
- ☆22Updated 2 years ago
- Perceptual Contrast Stretching on Target Feature for Speech Enhancement (Accepted by INTERSPEECH 2022)☆63Updated last year
- A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy au…☆71Updated 2 years ago
- Python implementation of the paper "Fusion of Audio and Visual Embeddings for Sound Event Localization and Detection"☆26Updated last year
- code for sound event detection transformer (SEDT) and self-supervised pre-training SEDT (SP-SEDT)☆45Updated 3 years ago
- ☆66Updated last year
- This repository contains the pipeline to obtain and label ship acoustic data from the ONC initiative.☆13Updated 7 months ago
- Official code of "DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement, IEEE Signal Processing Letters, 20…☆30Updated 11 months 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。☆17Updated 2 years ago
- A spectro-temporal fusion feature, STgram, with MobileFaceNet For more stable Anomalous Sound Detection☆89Updated 2 years ago