fversaci / WaveTF
WaveTF: a 1D and 2D wavelet library for TensorFlow and Keras
☆38Updated last year
Alternatives and similar repositories for WaveTF:
Users that are interested in WaveTF are comparing it to the libraries listed below
- Wavelet CNN, Texture Classification in Keras☆51Updated 2 years ago
- Implementation of Wavelet Transform layer for denoising.☆24Updated 5 years ago
- TensorFlow implementation of descrete wavelets transforms☆49Updated 4 years ago
- Keras-Tensorflow implementation of complex-valued convolutional neural networks☆129Updated 2 months ago
- Calculate bicoherence, bispectrum, polycoherence and polyspectrum☆49Updated 4 years ago
- Library of TensorFlow layers for audio data processing and data augmentation☆19Updated 2 years ago
- A demo of using Hilbert-Huang Transform (HHT) for non-stationary and non-linear signal analysis.☆91Updated 3 years ago
- Digital signal analysis library for python. The library includes such methods of the signal analysis, signal processing and signal parame…☆134Updated last year
- Codes/images for StackExchange answers☆23Updated last year
- Wavelets Neural Network Study with Tensorflow☆19Updated 2 months ago
- CNN 1D vs 2D audio classification☆104Updated 5 years ago
- Attention-based Hybrid CNN-LSTM and Spectral Data Augmentation for COVID-19 Diagnosis from Cough Sound☆29Updated 2 years ago
- Classification of environmental sounds using 1D convolutional Neural network☆33Updated 4 years ago
- A simple tutorial of wavelet, STFT and FFT☆24Updated 6 years ago
- A generic denoising method for 1D spectra based on singular value decomposition☆25Updated 3 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆63Updated 4 years ago
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆29Updated 5 years ago
- FastONN - Python based open-source GPU implementation for Operational Neural Networks☆27Updated 11 months ago
- A python version of fast and robust ICA based on the paper of Aapo Hyvärinen.☆29Updated last year
- Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs…☆81Updated last year
- A TensorFlow implementation of the Continous Wavelet Transform based on the complex Morlet wavelet.☆27Updated 3 years ago
- ☆53Updated 7 months ago
- PyTorch implementation of the LEAF audio frontend☆69Updated last year
- Audio classification via transfer learning☆33Updated 5 years ago
- Fractional Fourier transforms for NumPy☆32Updated 10 years ago
- Python adaptive signal processing tutorials☆118Updated 4 years ago
- Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.☆45Updated last year
- Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO f…☆34Updated 3 years ago
- MIMII Sound Anomaly Detection with AutoEncoders☆37Updated 3 years ago
- Python implementation of the DTCWT☆12Updated 5 years ago