librosa
Python library for audio and music analysis (by librosa)
essentia
C++ library for audio and music analysis, description and synthesis, including Python bindings (by MTG)
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| librosa | essentia | |
|---|---|---|
| 14 | 2 | |
| 6,681 | 2,685 | |
| 2.2% | 2.2% | |
| 7.2 | 9.0 | |
| 17 days ago | 15 days ago | |
| Python | C++ | |
| ISC License | GNU Affero General Public License v3.0 |
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.
librosa
Posts with mentions or reviews of librosa.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-10-02.
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Open Source Libraries
librosa/librosa: Python library for audio and music analysis
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A Cross-Platform library for audio spectrogram and feature extraction, support mobile real-time computing
How does this compare to mature libraries for other platforms like librosa?
- Precious Advices About AI-supported Audio Classification Model
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What are the common audio feature tool libraries in python?
I use librosa now. What other useful audio feature extraction libraries are there?
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Looking for a program that will examine a folder full of mp3s or flacs and list out ones with lower or higher than average volume
librosa can do that easily but I think there is an easier way to find what are you looking for:
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Get amplitude of every audio frame of .wav
I have a .wav file, and using python, I'd like to get a list of every audio frame where the amplitude is at the resting position. How could I achieve this? I think the librosa library could do such a thing, but I'm struggling to find exactly how to do it. Any help would be greatly appreciated, thank you.
- Show HN: I'm building a browser-based DAW
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AUDIO ANALYSIS WITH LIBROSA
Librosa is a Python package developed for music and audio analysis. It is specific on capturing the audio information to be transformed into a data block. However, the documentation and example are good to understand how to work with audio data science projects.
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AUDIO CLASSIFICATION USING DEEP LEARNING
Hello! welcome once again to the continuation of the last blog post about audio analysis using the Librosa python library, if you missed this article don't worry here you can enjoy audio analysis techniques with Librosa.
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DATA AUGMENTATION IN NATURAL LANGUAGE PROCESSING
Changing pitch of the audio:- in this technique python package for audio analysis like Librosa is the best tool to go with, by adding effect on the audio pitch to create new audio data.
essentia
Posts with mentions or reviews of essentia.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-31.
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Is there a simple software to detect beats in audio and save those timestamps in a file?
I'd also recommend Essentia - example of rhythm detection here. It's an all-round great library for audio analysis/synthesis.
- Declarative, non-intrusive, compile-time C++ reflection for audio plug-ins
What are some alternatives?
When comparing librosa and essentia you can also consider the following projects:
pyAudioAnalysis - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
mutagen - Python module for handling audio metadata
pydub - Manipulate audio with a simple and easy high level interface
kapre - kapre: Keras Audio Preprocessors
matchering - 🎚️ Open Source Audio Matching and Mastering
beets - music library manager and MusicBrainz tagger
audioFlux - A library for audio and music analysis, feature extraction.
audioread - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python
eyeD3
aubio - a library for audio and music analysis