ssqueezepy
Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python (by OverLordGoldDragon)
Visual-Mic
When sound hits an object, it causes small vibrations on the object’s surface. Here we show how, using only high-speed video of the object, we can extract those minute vibrations and partially recover the sound that produced them, allowing us to turn everyday objects—a glass of water, a potted plant, a box of tissues, or a bag of chips—into visual microphones. (by joeljose)
| ssqueezepy | Visual-Mic | |
|---|---|---|
| 3 | 1 | |
| 686 | 12 | |
| 2.2% | - | |
| 3.6 | 3.3 | |
| about 2 months ago | 7 months ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
ssqueezepy
Posts with mentions or reviews of ssqueezepy.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-05-05.
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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
Visual-Mic
Posts with mentions or reviews of Visual-Mic.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Video to Audio?
There's this thing https://github.com/joeljose/Visual-Mic (and matlab near there), but it'll be easier, faster (and likely better) to manually search stock sound effect that match the video.
What are some alternatives?
When comparing ssqueezepy and Visual-Mic you can also consider the following projects:
madmom - Python audio and music signal processing library
PySceneDetect - :movie_camera: Python and OpenCV-based scene cut/transition detection program & library.
pywt - PyWavelets - Wavelet Transforms in Python
QualityScaler - QualityScaler - image/video deeplearning upscaling for any GPU
ruptures - ruptures: change point detection in Python
vidgear - A High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features :fire: