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Table of Contents

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What is Asteroid?
Installation

Notebooks and Tutorials

Getting started with Asteroid
Introduction and Overview
Understanding the Filterbank API
Our PITLossWrapper explained
Processing large wav files
Community: Numpy vs. Asteroid STFT

Asteroid

What is a recipe?
Datasets and tasks
Training and Evaluation
Pretrained models
Command-line interface
FAQ

Package reference

PyTorch Datasets
Filterbank API
DNN building blocks
Models
Losses & Metrics
Lightning Wrapper
Optimizers & Schedulers
DSP Modules
Utils

Community

Asteroid High-Level Contribution Guide
How to contribute

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