Python audio-analysis

Open-source Python projects categorized as audio-analysis
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Topics: Python Music Audio Numpy Automation
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Top 9 Python audio-analysis Projects

  • Retrieval-based-Voice-Conversion-WebUI

    Voice data <= 10 mins can also be used to train a good VC model!

    • Project mention: OpenVoice: Versatile Instant Voice Cloning | news.ycombinator.com | 2024-03-29

    RVC does live voice changing with a little latency: https://github.com/RVC-Project/Retrieval-based-Voice-Convers...

    The product isn't exactly spectacular, but most of the works seems to have bene done. Just needs someone to go over the UI and make it less unstable, really.

  • madmom

    Python audio and music signal processing library

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • friture

    Real-time audio visualizations (spectrum, spectrogram, etc.)

    • Project mention: Friture – a FOSS real-time audio analyzer for Windows, macOS, and Linux | news.ycombinator.com | 2023-09-24

  • 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.

    • Project mention: Listen to HD radio with a $30 RTL SDR dongle | news.ycombinator.com | 2023-11-05

    I have a little hobby project where I record an FM radio music station using a SDR and then remove all the non-music portions for offline listening. I like the music selections the DJs pick, but I prefer not to listen to the DJ commentary and the advertisements.

    I evaluated three methods of recording: analog capture from a standalone FM receiver, using this nrsc5 library to record the "HD" radio stream, and using an AirSpy SDR with this library: https://github.com/jj1bdx/airspy-fmradion

    Recording the "HD" (what a misnomer) radio was nice in that there was no hiss or multipath effects, but in comparison to the other methods the digital compression artifacts became impossible to un-hear. It seems to top out at about 96 kbps

    The airspy-fmradion library has some nice stuff in it to address multipath, resulting in the best audio quality of the three methods I tested.

    I use https://github.com/ina-foss/inaSpeechSegmenter to identify which segments of the recordings are speech vs. music.

  • Sushi

    Automatic subtitle shifter based on audio (by tp7)

  • GuitarTuner

    Guitar tuner program made with Python, Tkinter and PyAudio.

  • 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

    • Project mention: Text-to-Audio Processing *Help Needed* | /r/LLMDevs | 2023-07-01

    I am currently working on a project called SoundSage - LLM Audio Processing, which is hosted on GitHub. The project is aimed at developing a system for audio processing using various tools and techniques. You can find the repository here: SoundSage - LLM Audio Processing

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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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)

  • 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 related posts

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 18,860
2 madmom 1,239
3 friture 853
4 inaSpeechSegmenter 695
5 Sushi 613
6 GuitarTuner 121
7 SoundSage---LLM-Audio-Processing 25
8 simple_dr_meter 17
9 fibs-reporter 5

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