Python-SoXR

High quality, one-dimensional sample-rate conversion library for Python.

Homepage: https://github.com/dofuuz/python-soxr
Documentation: https://python-soxr.readthedocs.io
PyPI: https://pypi.org/project/soxr/

Python-SoXR is a Python wrapper of libsoxr.

Installation

pip install soxr

If installation fails, upgrade pip with python -m pip install --upgrade pip and try again.

Basic usage

import soxr

y = soxr.resample(
    x,          # 1D(mono) or 2D(frames, channels) array input
    48000,      # input samplerate
    16000       # target samplerate
)

If input is not numpy.ndarray, it will be converted to numpy.ndarray(dtype='float32').
dtype should be one of float32, float64, int16, int32.

Output is numpy.ndarray with same dimension and data type of input.

Streaming usage

Use ResampleStream for real-time processing or very long signal.

import soxr

rs = soxr.ResampleStream(
    44100,              # input samplerate
    16000,              # target samplerate
    1,                  # channel(s)
    dtype='float32'     # data type (default = 'float32')
)

eof = False
while not eof:
    # Get chunk
    ...

    y_chunk = rs.resample_chunk(
        x,              # 1D(mono) or 2D(frames, channels) array input
        last=eof        # Set True at end of input
    )

Output frame count may not be consistent. This is normal operation.
(ex. [0, 0, 0, 186, 186, 166, 186, 186, 168, ...])

Requirement

x86 and ARM processors are supported.

Neon extension is required for ARM CPUs. Without Neon, it may crash or return inaccurate result.

Benchmark

Sweep, impulse, speed compairsion with other Python resamplers.

https://colab.research.google.com/drive/1XgSOvWlRIau1FYwQG_yRSAhDK3KB8bEL?usp=sharing

Speed comparison summary

Downsampling 10 sec of 48000 Hz to 44100 Hz.
Ran on Google Colab.

Library	Time on CPU (ms)
soxr (HQ)	7.2
scipy.signal.resample	13.4
soxr (VHQ)	15.8
torchaudio	19.2
lilfilter	21.4
julius	23.1
resampy (kaiser_fast)	62.6
samplerate (sinc_medium)	92.5
resampy (kaiser_best)	256
samplerate (sinc_best)	397

Technical detail

For technical details behind resampler, see libsoxr docs.

Credit and License

Python-SoXR is LGPL v2.1+ licensed, following libsoxr's license.

OSS libraries used

libsoxr (LGPLv2.1+)

The SoX Resampler library
https://sourceforge.net/projects/soxr/

Python-SoXR is a Python wrapper of libsoxr.

PFFFT (BSD-like)

PFFFT: a pretty fast FFT.
https://bitbucket.org/jpommier/pffft/

libsoxr dependency.

Release files for soxr 0.3.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for soxr 0.3.0
File	Size	Uploaded
soxr-0.3.0.tar.gz	284.4 kB	Jun 23, 2022	Details

Built distributions (wheels)

Table of built distributions (wheels) for soxr 0.3.0
File	Interpreter	ABI	Platform	Reset
soxr-0.3.0-pp37-pypy37_pp73-win_amd64.whl 342.0 kB Jun 23, 2022	PyPy 3.7	PyPy 3.7 7.3	Windows x86-64	Details
soxr-0.3.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 379.2 kB Jun 23, 2022	PyPy 3.7	PyPy 3.7 7.3	Linux glibc 2.17+ x86-64	Details
soxr-0.3.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 377.7 kB Jun 23, 2022	PyPy 3.7	PyPy 3.7 7.3	Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32	Details
soxr-0.3.0-cp310-cp310-win_amd64.whl 352.6 kB Jun 23, 2022	CPython 3.10	CPython 3.10	Windows x86-64	Details
soxr-0.3.0-cp310-cp310-win32.whl 325.1 kB Jun 23, 2022	CPython 3.10	CPython 3.10	Windows x86-32	Details
soxr-0.3.0-cp310-cp310-musllinux_1_1_x86_64.whl 1.3 MB Jun 23, 2022	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-64	Details
soxr-0.3.0-cp310-cp310-musllinux_1_1_i686.whl 1.2 MB Jun 23, 2022	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-32	Details
soxr-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Jun 23, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
soxr-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Jun 23, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
soxr-0.3.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 1.2 MB Jun 23, 2022	CPython 3.10	CPython 3.10	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
soxr-0.3.0-cp310-cp310-macosx_10_9_x86_64.whl 396.1 kB Jun 23, 2022	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
soxr-0.3.0-cp39-cp39-win_amd64.whl 352.4 kB Jun 23, 2022	CPython 3.9	CPython 3.9	Windows x86-64	Details
soxr-0.3.0-cp39-cp39-win32.whl 324.9 kB Jun 23, 2022	CPython 3.9	CPython 3.9	Windows x86-32	Details
soxr-0.3.0-cp39-cp39-musllinux_1_1_x86_64.whl 1.2 MB Jun 23, 2022	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-64	Details
soxr-0.3.0-cp39-cp39-musllinux_1_1_i686.whl 1.2 MB Jun 23, 2022	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-32	Details
soxr-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Jun 23, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
soxr-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Jun 23, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
soxr-0.3.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 1.2 MB Jun 23, 2022	CPython 3.9	CPython 3.9	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
soxr-0.3.0-cp39-cp39-macosx_10_9_x86_64.whl 395.8 kB Jun 23, 2022	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details
soxr-0.3.0-cp38-cp38-win_amd64.whl 353.2 kB Jun 23, 2022	CPython 3.8	CPython 3.8	Windows x86-64	Details
soxr-0.3.0-cp38-cp38-win32.whl 325.6 kB Jun 23, 2022	CPython 3.8	CPython 3.8	Windows x86-32	Details
soxr-0.3.0-cp38-cp38-musllinux_1_1_x86_64.whl 1.3 MB Jun 23, 2022	CPython 3.8	CPython 3.8	Linux musl 1.1+ x86-64	Details
soxr-0.3.0-cp38-cp38-musllinux_1_1_i686.whl 1.2 MB Jun 23, 2022	CPython 3.8	CPython 3.8	Linux musl 1.1+ x86-32	Details
soxr-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.3 MB Jun 23, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
soxr-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Jun 23, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARM64	Details
soxr-0.3.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 1.2 MB Jun 23, 2022	CPython 3.8	CPython 3.8	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
soxr-0.3.0-cp38-cp38-macosx_10_9_x86_64.whl 394.5 kB Jun 23, 2022	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details
soxr-0.3.0-cp37-cp37m-win_amd64.whl 351.3 kB Jun 23, 2022	CPython 3.7	CPython 3.7 pymalloc	Windows x86-64	Details
soxr-0.3.0-cp37-cp37m-win32.whl 324.7 kB Jun 23, 2022	CPython 3.7	CPython 3.7 pymalloc	Windows x86-32	Details
soxr-0.3.0-cp37-cp37m-musllinux_1_1_x86_64.whl 1.2 MB Jun 23, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.1+ x86-64	Details
soxr-0.3.0-cp37-cp37m-musllinux_1_1_i686.whl 1.1 MB Jun 23, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.1+ x86-32	Details
soxr-0.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Jun 23, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-64	Details
soxr-0.3.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Jun 23, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ ARM64	Details
soxr-0.3.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 1.2 MB Jun 23, 2022	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
soxr-0.3.0-cp37-cp37m-macosx_10_9_x86_64.whl 392.5 kB Jun 23, 2022	CPython 3.7	CPython 3.7 pymalloc	macOS 10.9+ x86-64	Details
soxr-0.3.0-cp36-cp36m-win_amd64.whl 369.7 kB Jun 23, 2022	CPython 3.6	CPython 3.6 pymalloc	Windows x86-64	Details
soxr-0.3.0-cp36-cp36m-win32.whl 335.8 kB Jun 23, 2022	CPython 3.6	CPython 3.6 pymalloc	Windows x86-32	Details
soxr-0.3.0-cp36-cp36m-musllinux_1_1_x86_64.whl 1.2 MB Jun 23, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux musl 1.1+ x86-64	Details
soxr-0.3.0-cp36-cp36m-musllinux_1_1_i686.whl 1.1 MB Jun 23, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux musl 1.1+ x86-32	Details
soxr-0.3.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.2 MB Jun 23, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.17+ x86-64	Details
soxr-0.3.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.2 MB Jun 23, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.17+ ARM64	Details
soxr-0.3.0-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 1.1 MB Jun 23, 2022	CPython 3.6	CPython 3.6 pymalloc	Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32	Details
soxr-0.3.0-cp36-cp36m-macosx_10_9_x86_64.whl 393.6 kB Jun 23, 2022	CPython 3.6	CPython 3.6 pymalloc	macOS 10.9+ x86-64	Details

Total release size: 36.9 MB

Release files / soxr-0.3.0.tar.gz

Download URL	soxr-0.3.0.tar.gz
Size	284.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`8772c1482683768843074097d5363461d781cd6168619cc7815cb728e5c901ee`
BLAKE2b-256 checksum How to use checksums	`8e5f991e97b1e7ee30075f4c6883466cec2140cd5644ff520179051f4dcb199a`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-pp37-pypy37_pp73-win_amd64.whl

Download URL	soxr-0.3.0-pp37-pypy37_pp73-win_amd64.whl
Size	342.0 kB
Tags	PyPy 3.7 PyPy 3.7 7.3 Windows x86-64
SHA-256 checksum How to use checksums	`570181451f9c488ecf3b338442774bedac990773944d00b9e35bfdd3e0aa6b27`
BLAKE2b-256 checksum How to use checksums	`d10b657dd86938a9235ec6cabfae2b0d75e674a5327d0b1561c48dd1bd8f7d61`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	soxr-0.3.0-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	379.2 kB
Tags	Linux glibc 2.17+ x86-64 PyPy 3.7 PyPy 3.7 7.3
SHA-256 checksum How to use checksums	`28e7014e3175ba58eca913ced345231b9ffbab0fbfdfb364080e3eefa616dfc8`
BLAKE2b-256 checksum How to use checksums	`bae10ebc3b738232240ec010ab81a4f65f62c35552cfdfb2de985bb426437127`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	soxr-0.3.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	377.7 kB
Tags	Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 PyPy 3.7 PyPy 3.7 7.3
SHA-256 checksum How to use checksums	`56222e1048c69ac9084b6b55234520363a767a8909726c81773d489d228bde38`
BLAKE2b-256 checksum How to use checksums	`9221e9e01fef4563297a44b7bdba2eb36c852416bb6766dee6335d42f17d8d96`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp310-cp310-win_amd64.whl

Download URL	soxr-0.3.0-cp310-cp310-win_amd64.whl
Size	352.6 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`c9731a7b5acc50c8f38cc90806f25be0d39db795e93981fb2112753f9d684ecc`
BLAKE2b-256 checksum How to use checksums	`a81a6cf2a9e50fd2db3fea8a84dcd4885618e5ebeca7dfba924f1ccb701cdf4a`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp310-cp310-win32.whl

Download URL	soxr-0.3.0-cp310-cp310-win32.whl
Size	325.1 kB
Tags	CPython 3.10 Windows x86-32
SHA-256 checksum How to use checksums	`4a86f3d2831ac79f503438356549c3b31a661e6a40345162794c8d33584eb3ba`
BLAKE2b-256 checksum How to use checksums	`2d89311833bd610c68b324b59a20f96618f15ce76e1a61eb052ca6947eb457a9`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp310-cp310-musllinux_1_1_x86_64.whl

Download URL	soxr-0.3.0-cp310-cp310-musllinux_1_1_x86_64.whl
Size	1.3 MB
Tags	CPython 3.10 Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`f350f8589f8761bc48936f75664af8073d8120d0d1e42673637e2d77df9161d3`
BLAKE2b-256 checksum How to use checksums	`178eae5381332b0d97d455ea061028f6af16b1b32d65641d8114e4cd4ef9aba7`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp310-cp310-musllinux_1_1_i686.whl

Download URL	soxr-0.3.0-cp310-cp310-musllinux_1_1_i686.whl
Size	1.2 MB
Tags	CPython 3.10 Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`68f39a1b7a056ae8ac74c9582fd715baeaf110bb12ae3579b239d7fcef01c85a`
BLAKE2b-256 checksum How to use checksums	`a2446bd06cef374b8694e55fbbfe2202f734f909477a5406928a5b22fb4019ee`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	soxr-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`64c4bda790214f4263822aebd3870336ed561ce50a47c31f1837f98d2ee80f9a`
BLAKE2b-256 checksum How to use checksums	`7c0e5d4f9b2b03d02a9dc11f4c68983b571169f54d6d2a4b151b752c7a11b7df`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	soxr-0.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`a94f78dc91e08c26921bea4ba3dc5e71cfc7fa1de2d7c93dddfd0496a29eaec9`
BLAKE2b-256 checksum How to use checksums	`62fa062eb73e7c0a2acd2dd5014f069e4669f3a5f51bda1f4a0fe32c73d5cb8f`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	soxr-0.3.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.10 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`dfd9a162d3f9c5f3f2755af2029c9127a26a3092ca2c45ccd666be4342150527`
BLAKE2b-256 checksum How to use checksums	`e4bc5075b1d7c1730aeb655fed4fb80f5d786bd752fef119c52fd47004cc4083`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	soxr-0.3.0-cp310-cp310-macosx_10_9_x86_64.whl
Size	396.1 kB
Tags	CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`ff62f1be11314e2c24c54dccb61f48de4134ddbd8f45fd7f294d34eed6f4f3d5`
BLAKE2b-256 checksum How to use checksums	`843f660248cd7eada300d7f625fd9bab22251f119cf254a970a71e53b57db9e5`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp39-cp39-win_amd64.whl

Download URL	soxr-0.3.0-cp39-cp39-win_amd64.whl
Size	352.4 kB
Tags	CPython 3.9 Windows x86-64
SHA-256 checksum How to use checksums	`f1b160e2bc58ea4a2a578af0a853e8ddbc3cf78c83b1be8bd707208a1da47cc4`
BLAKE2b-256 checksum How to use checksums	`7e0411f32470693bd6a5b409d93d3d8c543261158ae03eb69a502a8bb847b5ba`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp39-cp39-win32.whl

Download URL	soxr-0.3.0-cp39-cp39-win32.whl
Size	324.9 kB
Tags	CPython 3.9 Windows x86-32
SHA-256 checksum How to use checksums	`855475e8a9837576b6f08ca831ba3723b22065a664f0786f6dc6f1ed309ffd8b`
BLAKE2b-256 checksum How to use checksums	`2cf21ed0fffb069c3db8593774616a391933bcefcbd59a5e6bd9b31b038f68f5`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp39-cp39-musllinux_1_1_x86_64.whl

Download URL	soxr-0.3.0-cp39-cp39-musllinux_1_1_x86_64.whl
Size	1.2 MB
Tags	CPython 3.9 Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`0f90f494e18aa149443a36595ac2d3b7496aa5fb099313f1d5e35c70174204d2`
BLAKE2b-256 checksum How to use checksums	`0d19640c7376eac31fd5ffcedf2005f90ab2d749dc18bf646615032eaa3dbba6`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp39-cp39-musllinux_1_1_i686.whl

Download URL	soxr-0.3.0-cp39-cp39-musllinux_1_1_i686.whl
Size	1.2 MB
Tags	CPython 3.9 Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`7d35ddbc5044ae9b299ebdf9ffe47ee01f1b9b3108a93458a31f8aa6c9f68a56`
BLAKE2b-256 checksum How to use checksums	`c67cd9d0bdedc9d01844937bd7591b599049ac3c34a6e74cb7dc1efc6b1763a5`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	soxr-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`3370e92d34da229ba8ba371da104b87a8dfb3d9973298fd0e43f584be44c1c21`
BLAKE2b-256 checksum How to use checksums	`fa0e50487417b2d1895515e3c6018bdd2b29549f41c9557cedca7a1842258a84`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	soxr-0.3.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.9 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`4d72d9282ab3d79b0ef7d1227bff2b0f0af1e45dcdeec3eb294ff3673f367e52`
BLAKE2b-256 checksum How to use checksums	`98daff39edeffb8d024d6b20503f6ce29d7116b45b253b3fca0a0d0da9bb321e`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	soxr-0.3.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.9 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`6b088dca3b079dc024f9a56da7e3a7973f3a9c257c524b77f8e6158829495f81`
BLAKE2b-256 checksum How to use checksums	`914517027ec66fba7f764e3fc8c624a85035b85a43ff6cf5b8139c2bd6d3b006`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp39-cp39-macosx_10_9_x86_64.whl

Download URL	soxr-0.3.0-cp39-cp39-macosx_10_9_x86_64.whl
Size	395.8 kB
Tags	CPython 3.9 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`a06b332192e92caf2335b6f75b0ba777d730757b6eb892feb174beca9aea89d5`
BLAKE2b-256 checksum How to use checksums	`c3d3322162a4daf37b05081632b0980e799a524d71865133380af1ef9e667a5f`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp38-cp38-win_amd64.whl

Download URL	soxr-0.3.0-cp38-cp38-win_amd64.whl
Size	353.2 kB
Tags	CPython 3.8 Windows x86-64
SHA-256 checksum How to use checksums	`96691432498aa8d822c551a52b1082853716cd3c232b2443d3389ce28e65db9d`
BLAKE2b-256 checksum How to use checksums	`4323fb77cbbbc153c52ad006129227c57f6b73f2a1ccc61bd59170097577858c`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp38-cp38-win32.whl

Download URL	soxr-0.3.0-cp38-cp38-win32.whl
Size	325.6 kB
Tags	CPython 3.8 Windows x86-32
SHA-256 checksum How to use checksums	`34dbff0dabe44f59242ce4fd99ec755fd94136e95f823302c6615ad49f09b503`
BLAKE2b-256 checksum How to use checksums	`f568ca39cf06cf69914524761e644af73b55868acaad79fe1f379adf69ad7d05`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp38-cp38-musllinux_1_1_x86_64.whl

Download URL	soxr-0.3.0-cp38-cp38-musllinux_1_1_x86_64.whl
Size	1.3 MB
Tags	CPython 3.8 Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`b98ccef1a8aa1b2bdc7e94f55e8d5cf38a0395f747b3ff8697832414619953bb`
BLAKE2b-256 checksum How to use checksums	`6c770d664a943dbf404255dfefa311e9425058e294ff07cada01fd4d3458ce3e`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp38-cp38-musllinux_1_1_i686.whl

Download URL	soxr-0.3.0-cp38-cp38-musllinux_1_1_i686.whl
Size	1.2 MB
Tags	CPython 3.8 Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`6fa69ac01516dd4b0b4c7d5f2ef57a4a005dd43289226d4fb1d7632feba22aae`
BLAKE2b-256 checksum How to use checksums	`1bb7708d7595b6973c210d711ea7fa126beaeaf1e51776c25bd1f5ca9831e4be`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	soxr-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.3 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`83287a58390f67c01f80e5aa732d6f38a65a0d74d8d4c94cf84cc8ad8b3e432f`
BLAKE2b-256 checksum How to use checksums	`d71bf4c082d8139ce5b5169735483cadcda7172589c3945ef11f817a48f51085`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	soxr-0.3.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.8 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`8b9237556da3b9585030469bda092177983c2c148d33c48b62db36b1cdf621ed`
BLAKE2b-256 checksum How to use checksums	`9652af680ca055b0b0a1ea66b1491d8058e45a6dc9c9c4f4358dea227ae501aa`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	soxr-0.3.0-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.8 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`7931f9de3a4e81617ca91953836def9c8c2aa734eafa709385768c5cea2497e0`
BLAKE2b-256 checksum How to use checksums	`cfae95fd6fc97ffb39b624ea462e48b34bc816cfcfcc5870b944e85555a6f8f0`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	soxr-0.3.0-cp38-cp38-macosx_10_9_x86_64.whl
Size	394.5 kB
Tags	CPython 3.8 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`70895bad6fd52957c6236ae4ff64fa36000550d2ec29557b452a014796eda699`
BLAKE2b-256 checksum How to use checksums	`29116a0f7a0ecacafeb93d9df8317d1912495f0585c702d9bc4ab22d648336e6`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp37-cp37m-win_amd64.whl

Download URL	soxr-0.3.0-cp37-cp37m-win_amd64.whl
Size	351.3 kB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-64
SHA-256 checksum How to use checksums	`2338cc7c7a03ecc79c01286c5a1752b650fc2c45741347e10e2791b309580c23`
BLAKE2b-256 checksum How to use checksums	`104dee1aaa36c3862711fa7dd6bf299c4929178134c63aeff2ac9673a8c7aac8`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp37-cp37m-win32.whl

Download URL	soxr-0.3.0-cp37-cp37m-win32.whl
Size	324.7 kB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-32
SHA-256 checksum How to use checksums	`5573c49d1425a88f067967cdc1be6b320af0cadd5be1a0531045110a4457a795`
BLAKE2b-256 checksum How to use checksums	`9d4068c19de6e577dfcebab9755a110bbdd5858c43ffc21b39a52ad324b80855`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp37-cp37m-musllinux_1_1_x86_64.whl

Download URL	soxr-0.3.0-cp37-cp37m-musllinux_1_1_x86_64.whl
Size	1.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`5b47d4d95a850fe776dde2ffbb3a83be789aac2d718543ef8bcbe272479941e9`
BLAKE2b-256 checksum How to use checksums	`07cae3d6c1c862cdaa9a35cf2a1ee34bc05900c037b97322dbfea65be4b4e62f`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp37-cp37m-musllinux_1_1_i686.whl

Download URL	soxr-0.3.0-cp37-cp37m-musllinux_1_1_i686.whl
Size	1.1 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`306a370d48ece28f181cb7d579d7f89ef3b3c43d51dff010f6b89838a56462c3`
BLAKE2b-256 checksum How to use checksums	`a55b0affa576c6bae88f754924dcd442e1d3f29247e2c8bfcf91cdad93143f1d`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	soxr-0.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`d4459cb20ef71933943a0fdb43f35b1ff97cad5032efadab1e72600e7b38c2aa`
BLAKE2b-256 checksum How to use checksums	`0560da3f88ba3d188b7ff0b8ef9fdbbc8fbbab7d6c9f21c97c4e1e8a1e907211`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	soxr-0.3.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`0603b9e97e37b36e22bc73a7c9503c12101951eb36a8d002463f60adb0d3f123`
BLAKE2b-256 checksum How to use checksums	`deb30ace9eb7b8916573651b71ef7040fa6b56fd0435dfcca38db87b61041bb4`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	soxr-0.3.0-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.2 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`4f1c8f8addf9d23aa140c88ec34e19ebdaf0c6fb03bc08ae8ed9f5473a9c58da`
BLAKE2b-256 checksum How to use checksums	`1e0c6ebb280414ddddaff4442aad49e1c628662178bda348454e7f46417d390b`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp37-cp37m-macosx_10_9_x86_64.whl

Download URL	soxr-0.3.0-cp37-cp37m-macosx_10_9_x86_64.whl
Size	392.5 kB
Tags	CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`4c378200281435993f4364daf2265c225a96a9726081663ffd8db0e666aadcdf`
BLAKE2b-256 checksum How to use checksums	`40580dd49df6d41167fd6e337d6e7e0e767f872f3abf01afc3dbbde306dca40e`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp36-cp36m-win_amd64.whl

Download URL	soxr-0.3.0-cp36-cp36m-win_amd64.whl
Size	369.7 kB
Tags	CPython 3.6 CPython 3.6 pymalloc Windows x86-64
SHA-256 checksum How to use checksums	`e5daf3bca52130e61e090cf51e57de1af1e79bd3e4fd7926025a38b18c5d68bb`
BLAKE2b-256 checksum How to use checksums	`b73605591a574873a04668c6b1b57b46e649472482c2f080d26f63fed503ad50`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp36-cp36m-win32.whl

Download URL	soxr-0.3.0-cp36-cp36m-win32.whl
Size	335.8 kB
Tags	CPython 3.6 CPython 3.6 pymalloc Windows x86-32
SHA-256 checksum How to use checksums	`9d45bd0a614cddd327da3cbd5e93583e00731aaa26f9eb1eb36880920f2975c1`
BLAKE2b-256 checksum How to use checksums	`9165d4e6935630dacbf037613120c2f79afa2b4017e3e0270da4e834a3ff5cff`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp36-cp36m-musllinux_1_1_x86_64.whl

Download URL	soxr-0.3.0-cp36-cp36m-musllinux_1_1_x86_64.whl
Size	1.2 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`7d202513afc75f0288c8f5a927670fb9c62a6db18af8b9d143f461991cd1f4a5`
BLAKE2b-256 checksum How to use checksums	`0e98c64f3cc58ddee118a94ad3681151de13ee433b9e91cf683882943a55ccd2`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp36-cp36m-musllinux_1_1_i686.whl

Download URL	soxr-0.3.0-cp36-cp36m-musllinux_1_1_i686.whl
Size	1.1 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`f79763a9e4635ead463548305bc0d408321208757a2ede95daf6bcc975b8f516`
BLAKE2b-256 checksum How to use checksums	`a247bc0ba4066722dd5cf55b02c4314018e13d46b382b81f453862cf7474b1bd`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	soxr-0.3.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.2 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`b36f1a0009d4fb6d87f62c607f4ae1d6b4b007ee4a5d33b6ed96b4ed29a5f7e6`
BLAKE2b-256 checksum How to use checksums	`2ae0568f4ed1eaaae23c5db2f4ecf1cb52a5de089965bf7b4a6ef8abb980da2e`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	soxr-0.3.0-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.2 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`ba82bbdfc84e41e24e000a7dde51f5d9315f22eaf4b7823ebd6d74f2545aef3c`
BLAKE2b-256 checksum How to use checksums	`a70c099d5688631e1c4043054e78909947fbdd97a34b52a338fa2b7dd3c5f5d0`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl

Download URL	soxr-0.3.0-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
Size	1.1 MB
Tags	CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`62fd74dab22655682f2fec142c13e0131b9a8b7b4316d8c94c389a702c6984eb`
BLAKE2b-256 checksum How to use checksums	`594b5a6e86d69c13f26b72b6992f2ac48c53a5871481c3e2fb7aa7b4704aa2fc`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`

Release files / soxr-0.3.0-cp36-cp36m-macosx_10_9_x86_64.whl

Download URL	soxr-0.3.0-cp36-cp36m-macosx_10_9_x86_64.whl
Size	393.6 kB
Tags	CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`d2efc2efefb3d5c7d1d577db7c54c3ae6f99f67f3b00b46ee0c282921e128fb3`
BLAKE2b-256 checksum How to use checksums	`20012414a7b300314f0a6986de9f8acfec4e0cab6873b08d75c917a51dff7f8d`
Upload date	Jun 23, 2022
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/4.0.1 CPython/3.9.13`