kapre
kapre: Keras Audio Preprocessors (by keunwoochoi)
librosa
Python library for audio and music analysis (by librosa)
kapre | librosa | |
---|---|---|
1 | 14 | |
910 | 6,699 | |
- | 1.4% | |
0.0 | 7.2 | |
6 months ago | 24 days ago | |
Python | Python | |
MIT License | ISC 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.
kapre
Posts with mentions or reviews of kapre.
We have used some of these posts to build our list of alternatives
and similar projects.
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[D] Audio processing on mobile devices
Consider Keras Audio Preprocessors. You can basically use that to insert a convolutional layer into the beginning of your TensorFlow model that has fixed weights that will convert the raw audio frames to STFT and Mel-Frequency Spectrograms.
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.
What are some alternatives?
When comparing kapre and librosa you can also consider the following projects:
pydub - Manipulate audio with a simple and easy high level interface
pyAudioAnalysis - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
audioread - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python
essentia - C++ library for audio and music analysis, description and synthesis, including Python bindings
id3reader - Id3reader.py is a Python module that reads ID3 metadata tags in MP3 files.
beets - music library manager and MusicBrainz tagger
ultimatevocalremovergui - GUI for a Vocal Remover that uses Deep Neural Networks.
matchering - 🎚️ Open Source Audio Matching and Mastering
aubio - a library for audio and music analysis