{"repo":"tyiannak/pyAudioAnalysis","free":true,"listed":false,"github":"https://github.com/tyiannak/pyAudioAnalysis","clone":"git clone https://github.com/tyiannak/pyAudioAnalysis.git","description":"Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications","language":"Python","stars":6254,"topics":["audio","machine-learning","signal-processing","audio-data","audio-analysis-tasks","pyaudioanalysis","python"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"A Python library for audio feature extraction, classification, segmentation and applications This is general info. Click here for the complete wiki and here for a more generic intro to audio data handling News [2025-03-29] Check Behavioral Signals Python SDK that demonstrates how to use Behavioral Signals' API to send speech data and retrieve predictions related to emotions and behaviors using Python code. It works in both batch and streaming mode. Now Behavioral Signals' API also supports a Speaker Agnostic Deep Fake Detector. [2021-08-06] deep-audio-features deep audio classification and feature extraction using CNNs and Pytorch Check out paura a Python script for realtime recording and analysis of audio data General pyAudioAnalysis is a Python library covering a wide range of audio analysis tasks. Through pyAudioAnalysis you can: Extract audio features and representations (e.g. mfccs, spectrogram, chromagram) Train , parameter tune and evaluate classifiers of audio segments Classify unknown sounds Detect audio events and exclude silence periods from long recordings Perform supervised segmentation (joint segmentation - classification) Perform unsupervised segmentation (e.g. speaker diarization) and extract audio thumbnails Train and use audio regression models (example application: emotion recognition) Apply dimensionality reduction to visualize audio data and content similarities Installation Clone the source of this library: git clone https://github.com/tyiannak/pyAudioAn","default_branch":null,"files":null,"tree":[],"storefront":"/r/tyiannak","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tyiannak/pyAudioAnalysis/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."}