SoundPy
  • SoundPy Example Use Cases
    • Feature Extraction for Classification
    • Feature Extraction for Denoising: Clean and Noisy Audio
    • Train a Denoising Autoencoder
    • Train an Acoustic Classifier
    • Implement a Denoising Autoencoder
    • Audio Dataset Exploration and Formatting
    • Create and Plot Signals
    • Extract, Augment, and Train an Acoustic Classifier
    • Filter Out Background Noise
    • Add Noise to Speech at Specific SNR Levels
    • Augment Speech and Sound for Machine and Deep Learning
    • Voice Activity Detection
  • SoundPy Functionality v0.1.0a3
  • Changelog
SoundPy
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SoundPy Example Use Cases¶

Feature Extraction for Classification

Feature Extraction for Classification¶

Feature Extraction for Denoising: Clean and Noisy Audio

Feature Extraction for Denoising: Clean and Noisy Audio¶

Train a Denoising Autoencoder

Train a Denoising Autoencoder¶

Train an Acoustic Classifier

Train an Acoustic Classifier¶

Implement a Denoising Autoencoder

Implement a Denoising Autoencoder¶

Audio Dataset Exploration and Formatting

Audio Dataset Exploration and Formatting¶

Create and Plot Signals

Create and Plot Signals¶

Extract, Augment, and Train an Acoustic Classifier

Extract, Augment, and Train an Acoustic Classifier¶

Filter Out Background Noise

Filter Out Background Noise¶

Add Noise to Speech at Specific SNR Levels

Add Noise to Speech at Specific SNR Levels¶

Augment Speech and Sound for Machine and Deep Learning

Augment Speech and Sound for Machine and Deep Learning¶

Voice Activity Detection

Voice Activity Detection¶

Download all examples in Python source code: auto_examples_python.zip

Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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