Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
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Updated
Aug 2, 2023 - Python
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
🔉 spafe: Simplified Python Audio Features Extraction
Your Unified Reader
Python3 version of Ewan Barr's sigpyproc library
NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework
Simple pure-python3 module for working with filerbank (aka Sigproc) format files.
The wavelet transform and its applications in image denoising
Subband filtering with ADPCM
The work aims to implement an Advanced Audio Coding (AAC) encoder/decoder. Variations of the AAC are used by many international standards such as MPEG-2, MPEG-4, H.264 etc.
Spectra extraction tutorials based on torch and torchaudio.
python code for generating Filter Bank using for image retrieval
Spatial Pyramid Matching for Scene Classification
Spectrogram analysis of Tube Amplifier Distortion (PC simulation)
Audio visualization & analysis using the RTFI
Fitting optimizations on "A Computationally Efficient Nonuniform Filter Banks for Hearing Aids" by Lian et al. (https://doi.org/10.1109/TCSI.2005.857871)
Band Pass Filter bank and its application to voice sound analysis
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