nnAudio
kapre
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| nnAudio | kapre | |
|---|---|---|
| 1 | 1 | |
| 953 | 910 | |
| - | - | |
| 5.3 | 0.0 | |
| 3 months ago | 6 months ago | |
| Python | Python | |
| MIT License | MIT License |
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nnAudio
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LEAF: A Learnable Frontend for Audio Classification
FYI nnAudio has learnable STFT and Mel kernels https://github.com/KinWaiCheuk/nnAudio
kapre
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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.
What are some alternatives?
igel - a delightful machine learning tool that allows you to train, test, and use models without writing code
librosa - Python library for audio and music analysis
ultimatevocalremovergui - GUI for a Vocal Remover that uses Deep Neural Networks.
pydub - Manipulate audio with a simple and easy high level interface
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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.
matchering - 🎚️ Open Source Audio Matching and Mastering
django-elastic-transcoder - Django + AWS Elastic Transcoder
audiolazy - Expressive Digital Signal Processing (DSP) package for Python