{"repo":"SuperKogito/spafe","free":true,"listed":false,"github":"https://github.com/SuperKogito/spafe","clone":"git clone https://github.com/SuperKogito/spafe.git","description":":sound: spafe: Simplified Python Audio Features Extraction","language":"Python","stars":484,"topics":["python","dsp","audio","music","audio-analysis","music-information-retrieval","features-extraction","mfcc","filterbank","signal-processing"],"license":"BSD-3-Clause","category":"media-processing","readme_excerpt":"Spafe Simplified Python Audio Features Extraction %20-blue) Table of Contents - Spafe - Table of Contents - Structure - Filter banks - Spectrograms - Features - Frequencies - Installation - Dependencies - Installation guide - Install from PyPI - Install from Anaconda - Install from source - Why use Spafe? - How to use - Contributing - Citing Structure spafe aims to simplify feature extractions from mono audio files. Spafe includes various computations related to filter banks, spectrograms, frequencies and cepstral features . The library has the following structure: Filter banks - Bark filter banks - Gammatone filter banks - Linear filter banks - Mel filter banks Spectrograms - Bark spectrogram - CQT spectrogram - Erb spectrogram - Mel spectrogram Features - Bark Frequency Cepstral Coefficients (BFCCs) - Constant Q-transform Cepstral Coefficients (CQCCs) - Gammatone Frequency Cepstral Coefficients (GFCCs) - Linear Frequency Cepstral Coefficients (LFCCs) - Linear Prediction Components (LPCs) - Mel Frequency Cepstral Coefficients (MFCCs) - Inverse Mel Frequency Cepstral Coefficients (IMFCCs) - Magnitude based Spectral Root Cepstral Coefficients (MSRCCs) - Normalized Gammachirp Cepstral Coefficients (NGCCs) - Power-Normalized Cepstral Coefficients (PNCCs) - Phase based Spectral Root Cepstral Coefficients (PSRCCs) - Perceptual Linear Prediction Coefficents (PLPs) - Rasta Perceptual Linear Prediction Coefficents (RPLPs) The theory behind features computed using spafe can be summmarized in","default_branch":null,"files":null,"tree":[],"storefront":"/r/SuperKogito","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SuperKogito/spafe/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}