audiotree

Audio data loading and augmentations in JAX

MIT License

Downloads

194

Stars

3

Committers

View Code on GitHub Visit Website View on X

Ecosystems: Python

Bot releases are hidden (Show)

audiotree - v0.1.0 Latest Release

Published by DBraun about 2 months ago

Breaking changes:

SaliencyParams has moved from audiotree.datasources.SaliencyParams to audiotree.SaliencyParams

Updates:

The code has been tested with device parallel sharding. See the recent updates to DAC-JAX.
SaliencyParams has a new search_function parameter. The two valid strings are SaliencyParams.search_uniform and SaliencyParams.search_early_bias. You can also plug in your own Callable function.

audiotree - v0.0.5

Published by DBraun 2 months ago

Package Rankings

Top 34.84% on Pypi.org

Related Projects

quax

Multiple dispatch over abstract array types in JAX.

20 Jun 2023 101

DAC-JAX

A JAX Implementation of the Descript Audio Codec

fidjax

Frechet Inception Distance in JAX

AudioLDM

AudioLDM: Generate speech, sound effects, music and beyond, with text.

29 Jan 2023 2,400

attax

Attax: adversarial attacks using JAX

jax_dataclasses

Pytrees + dataclasses ❤️

lineax

Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

09 May 2023 345

SpecAugment

A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain

24 Apr 2019 639

annotated-s4

Implementation of https://srush.github.io/annotated-s4

08 Dec 2021 450

sympy2jax

Turn SymPy expressions into trainable JAX expressions.

23 Jun 2022 314

jax-lda

versatile_audio_super_resolution

Versatile audio super resolution (any -> 48kHz) with AudioSR.

06 Sep 2023 1,102

equinox

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

29 Jul 2021 1,846

jaxtyping

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https...

23 Jun 2022 1,131

JaxKDTree

A Jax wrapper for cudaKDTree