spafe
Audio feature extractor
A Python library for extracting audio features from mono audio files using various filter banks and spectrogram algorithms.
spafe: Simplified Python Audio Features Extraction
461 stars
11 watching
79 forks
Language: Python
last commit: 6 months ago
Linked from 1 awesome list
audioaudio-analysisbeatdspfeatures-extractionfilterbankfrequenciesfrequencyfrequency-analysisgammatone-filterbanksmfccmusicmusic-information-retrievalpitchpythonsignal-processingsoundspeech-processingtime-frequency-analysisvoice
faroit/awesome-python-scientific-audioRelated projects:
| Repository | Description | Stars |
|---|---|---|
| superkogito/pydiogment | A Python library for generating multiple audio files based on a starting mono audio file with various effects such as speed change, tone alteration and noise addition. | 83 |
 astorfi/speechpy | Provides tools and libraries for extracting speech features from audio data. | 881 |
 cpjku/madmom | A Python audio signal processing library used in music information retrieval tasks. | 1,366 |
 yaafe/yaafe | A tool for extracting audio features from digital audio files | 244 |
 keunwoochoi/auralisation | Reconstructs audio features learned by convolutional neural networks into audible sounds | 42 |
 tyiannak/pyaudioanalysis | A comprehensive Python library for feature extraction, classification, segmentation, and applications of audio data. | 5,918 |
 yongxuustc/dcase2017_task4_cvssp | A system for audio classification and detection using machine learning models | 4 |
 jamiebullock/libxtract | A portable, lightweight library providing a set of audio feature extraction functions that can be cascaded to create complex extraction hierarchies. | 227 |
 ynop/audiomate | A Python library for handling audio datasets, providing tools for accessing, manipulating, and preparing data for machine learning tasks. | 133 |
 aixander/realtime_pyaudio_fft | An audio analysis tool that extracts and visualizes features from live audio streams using FFTs. | 976 |
 ibm/max-audio-classifier | Identifies sounds in short audio clips using machine learning and PCA transformation | 154 |
 belangeo/pyo | A Python module for digital signal processing and audio synthesis, allowing users to create complex audio chains in real-time. | 1,329 |
| belangeo/cecilia5 | An audio processing toolbox with a graphical interface and built-in modules for sound effects and synthesis. | 228 |
 soerenab/audiomnist | This project provides an implementation of a deep learning framework to classify audio signals and offers insights into the model's decision-making process using Explainable Artificial Intelligence (AI) techniques. | 350 |
 iver56/audiomentations | Library for audio data augmentation used in machine learning | 1,903 |