WaveDiff
ssqueezepy
| WaveDiff | ssqueezepy | |
|---|---|---|
| 1 | 3 | |
| 329 | 576 | |
| 5.2% | - | |
| 5.4 | 4.0 | |
| 4 months ago | about 2 months ago | |
| Python | Python | |
| GNU General Public License v3.0 only | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
WaveDiff
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This AI Paper Introduces a Novel Wavelet-Based Diffusion Framework that Demonstrates Superior Performance on both Image Fidelity and Sampling Speed
Quick Read: https://www.marktechpost.com/2023/03/31/this-ai-paper-introduces-a-novel-wavelet-based-diffusion-framework-that-demonstrates-superior-performance-on-both-image-fidelity-and-sampling-speed/ Paper: https://arxiv.org/pdf/2211.16152.pdf Github: https://github.com/VinAIResearch/WaveDiff
ssqueezepy
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[OC] A lonely cough on a scalogram, yet rich in charasteristics & distinctive properties
Thanks for this great question - complex-valued Mexican hat mother wavelet here, used this implementation of synchrosqueezing: https://github.com/OverLordGoldDragon/ssqueezepy
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[P] Fastest wavelet transforms in Python + synchrosqueezing
ssqueezepy 0.6.1 released w/ benchmarks, CWT up to x75 faster than PyWavelets on CPU and x900 on GPU (and more correct). STFT also CPU- and GPU-accelerated, and both synchrosqueezed.
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[D] Inductive biases for audio spectrogram data.
Have a look here
What are some alternatives?
3.eeg_recognation - Machine learning for Anonymous detection of an alcoholic by EEG signals
ruptures - ruptures: change point detection in Python
pytorch_wavelets - Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
madmom - Python audio and music signal processing library
pywt - PyWavelets - Wavelet Transforms in Python
kymatio - Wavelet scattering transforms in Python with GPU acceleration
custom-diffusion - Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
RePaint - Official PyTorch Code and Models of "RePaint: Inpainting using Denoising Diffusion Probabilistic Models", CVPR 2022
mmgeneration - MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
audio-reactive-led-strip - :musical_note: :rainbow: Real-time LED strip music visualization using Python and the ESP8266 or Raspberry Pi