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.
☆22Updated 2 years ago
Alternatives and similar repositories for USC
Users that are interested in USC are comparing it to the libraries listed below
Sorting:
- keras_multi_target_signal_recognition Underwater single channel acoustic multiple targets recognition using ResNet, DenseNet, and Complex…☆34Updated 3 years ago
- Method for Splitting the DeepShip Dataset☆43Updated 4 months ago
- An unofficial code reproduction of Channel Attention Dense U-Net for Multichannel Speech Enhancement☆12Updated 2 years ago
- ☆60Updated 4 years ago
- Official implementation of the paper "An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification …☆24Updated last year
- An unofficial train-test split for ShipsEar: An underwater vessel noise database☆18Updated 11 months ago
- The PyTorch code for "Unraveling Complex Data Diversity in Underwater Acoustic Target Recognition through Convolution-based Mixture of Ex…☆25Updated last year
- AudioLDM training, finetuning, evaluation and inference.☆14Updated last year
- Official implementation of Efficient Speech Separation Framework Based on Neural State-Space Models☆22Updated last year
- Source separation of underwater acoustic radiated noise signals from ships with unknown numbers of signals. Using keras 2.2.4 with tenso…☆19Updated 7 months ago
- ☆75Updated last month
- A python implementation of “Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization” [TASLP 2021]☆25Updated 2 years ago
- Unsupervised learning based end-to-end delayless generative fixed-filter active noise control☆13Updated last year
- MFF-EINV2: Multi-scale Feature Fusion across Spectral-Spatial-Temporal Domains for Sound Event Localization and Detection☆15Updated last year
- Noise-Aware Speech Separation with Contrastive Learning☆18Updated last year
- Sound Event Localization and Detection using Neural Generalized Cross-Correlations☆24Updated 5 months ago
- Official code of "DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement, IEEE Signal Processing Letters, 20…☆29Updated 9 months ago
- Unofficial Pytorch Lightning Implementation of "A New Framework for CNN-Based Speech Enhancement in the Time Domain"☆20Updated 2 years ago
- ☆53Updated 2 years ago
- The audio demos with respect to the paper "DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention tra…☆28Updated 2 years ago
- ☆32Updated 8 months ago
- This is the public repository for eigenvector-based SALSA features for polyphonic sound event localization and detection.☆102Updated 3 years ago
- A python implementation of “Self-Supervised Learning of Spatial Acoustic Representation with Cross-Channel Signal Reconstruction and Mult…☆37Updated 9 months ago
- 网络出处：Interactive Speech and Noise Modeling for Speech Enhancement☆28Updated 3 years ago
- ☆14Updated 3 years ago
- A tutorial for Sound Source Localization researchers and practitioners. The purpose of this repo is to organize the world’s resources for…☆34Updated 2 years ago
- context-aware Unet based on transformer for speech denoising☆23Updated 4 years ago
- A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy au…☆70Updated 2 years ago
- Learning differentiable temporal resolution on time-series data.☆36Updated 2 years ago
- ☆110Updated 2 years ago