opensoundscape
v0.10.1
  • OpenSoundscape

Introduction

  • Quick Start Guide
  • Resources
  • Orientation for PyTorch users

Installation

  • Mac and Linux
  • Windows
  • Jupyter
  • Google Colab
  • Contributors

Tutorials

  • Audio
  • Spectrograms
  • Audio annotations
  • Preprocess audio samples
  • Train a CNN
  • Customize CNN training
  • Use a CNN to recognize sounds
  • Acoustic localization
  • Signal processing

Classifiers 101

  • Overview

Codebase Documentation

  • Audio
  • Spectrogram
  • CNN
  • Annotations
  • Bioacoustics Model Zoo Wrappers
  • Machine Learning utils
  • CNN Architectures
  • Logging with WandB (Weights and Biases)
  • Data Selection
  • Datasets
  • CAM (Class Activation Maps)
  • Loss
  • Safe Dataset
  • Sample
  • Sampling
  • Metrics
  • Image Augmentation
  • Actions
  • Preprocessors
  • preprocessors.utils
  • Tensor Augment
  • RIBBIT
  • Signal Processing
  • Localization
  • utils

Index

  • General Index
opensoundscape
  • Search

© Copyright 2022 Sam Lapp, Tessa Rhinehart, Louis Freeland-Haynes, Jatin Khilnani, Alexandra Syunkova, Justin Kitzes. Revision cf77a561.

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