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Top 9 Python audio-analysis Projects
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The example in the README sounds worse than the open source SOTA voice conversion model RVCv2 [1], and it doesn't include a license.
The RVC community is huge (millions of people!), and there are lots of extensions, plugins, and pretrained and fine tuned models.
While it'd be great to have a successor to RVC, this doesn't look like it.
[1] https://github.com/RVC-Project/Retrieval-based-Voice-Convers...
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Project mention: Ask HN: Determine sound quality of a file, objectively? | news.ycombinator.com | 2024-08-19
https://friture.org/
spectral analyzer. not sure if you need cli or batch function, but the frequency will be cut off regardless of the purported bitrate even if it was "upscaled" since those frequencies were chopped previously. you can see a sample screenshot in the upper left showing the frequency. re-encode a 320kbps to 128kbps and you can see the frequency range diminished on the 128kbps.
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inaSpeechSegmenter
CNN-based audio segmentation toolkit. Allows to detect speech, music, noise and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.
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SoundSage---LLM-Audio-Processing
Open source Python program for automating gain staging. part 1 of a series for automating audio processing tasks, end goal is to create a full set of tools for an AI to use for automating Audio processing for Music, Film, Game and any other possible applications. UI for AutoGain is very basic but the app is very functional. currently only for MacOS
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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simple-dr-meter
An (optimized) implementation of the music DR measurement (compliant with http://dr.loudness-war.info/), it supports CUE sheets and is faster than all currently available alternatives (at the time of writing, not sure about now)
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fibs-reporter
Automatically generate a pdf report containing feature importance, baseline modelling, spurious correlation detection, and more, from a single command line input for any given ML CSV file
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python audio-analysis discussion
Python audio-analysis related posts
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Friture – a FOSS real-time audio analyzer for Windows, macOS, and Linux
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Is there an online version of the plot spectrum tool in Audacity?
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Heat from fire
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how accurate is https://acousticgender.space/?
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A Cross-Platform library for audio spectrogram and feature extraction, support mobile real-time computing
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I keep hitting a wall when trying to install modules in Pycharm...
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Suppressing audio with Python
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Index
What are some of the best open-source audio-analysis projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Retrieval-based-Voice-Conversion-WebUI | 28,077 |
| 2 | madmom | 1,401 |
| 3 | friture | 974 |
| 4 | inaSpeechSegmenter | 790 |
| 5 | Sushi | 652 |
| 6 | GuitarTuner | 164 |
| 7 | SoundSage---LLM-Audio-Processing | 35 |
| 8 | simple-dr-meter | 23 |
| 9 | fibs-reporter | 5 |
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