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Table of Contents

v0.3.4

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What is Asteroid?
Installation

Asteroid

What is a recipe?
Datasets and tasks
Training and Evaluation
Pretrained models
FAQ

Notebooks and Tutorials

NB: Getting stated with Asteroid
NB: Understanding the Filterbank API
NB: Our PITLossWrapper explained
NB: Processing large wav files
Community NB: Numpy vs. Asteroid STFT

Package reference

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

Community

Asteroid High-Level Contribution Guide
How to contribute

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asteroid.data.dns_dataset module
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asteroid.data.dns_dataset module¶

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asteroid.data.dns_dataset module

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