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Awesome GitHub RepositoriesDimensionality Reduction Visualization
Tools that project high-dimensional audio features into lower dimensions to visualize clusters and similarities.
Distinct from Audio Visualization Tools: Specifically handles dimensionality reduction for audio feature sets rather than general visual representations of audio input
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Awesome Dimensionality Reduction Visualization GitHub Repositories
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- tyiannak/pyaudioanalysis
tyiannak/pyAudioAnalysis
6,242عرض على GitHubpyAudioAnalysis is a Python library and framework for audio signal processing and analysis. It provides tools for extracting mathematical representations of sound, such as spectrograms, and implements a system for training and evaluating machine learning models to classify audio segments based on acoustic patterns. The project includes dedicated utilities for audio segmentation, which allow for the removal of silence and the detection of specific audio events to divide recordings into meaningful sections. It also provides data visualization capabilities that use dimensionality reduction to ma
Provides data visualization capabilities that use dimensionality reduction to map content similarities and identify clusters within sound data.
Python
