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audioanalysis's Introduction

๐Ÿ A Python library for audio feature extraction, classification, segmentation and applications ๐Ÿ”Š

๐Ÿ’ช Ability

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
  • Segments You can evaluate segments of each .wav audio files. For more details please go thruogh the creating_segmentaion.py.
  • 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

๐Ÿ’ป Installation

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