RNNoise

RNNoise is a recurrent neural network for audio noise reduction developed by Mozilla and Xiph.Org. This test profile is a single-threaded test measuring the time to denoise a sample 26 minute long 16-bit RAW audio file using this recurrent neural network noise suppression library.

Learn more about this test at the upstream project site: https://github.com/xiph/rnnoise.

This utility test profile is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 30 September 2020. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark rnnoise.

This test has an average install time of 17 seconds and an average run-time of 1 minute, 11 seconds.

Revision History

pts/rnnoise-1.0.2   [View Source]   30 Sep 2020 17:15 EDT
Add libtool external dependency.

pts/rnnoise-1.0.1   [View Source]   30 Sep 2020 09:52 EDT
Fix metadata.

pts/rnnoise-1.0.0   [View Source]   30 Sep 2020 09:44 EDT
Initial commit of rnnoise for recurrent neural network for audio noise reduction.

Suites Using This Test

Machine Learning

Creator Workloads

Speech

Performance Metrics

Analyze Test Configuration:

RNNoise 2020-06-28

OpenBenchmarking.org metrics for this test profile configuration based on 299 public samples since 30 September 2020 with the latest data as of 25 October 2020.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component
Percentile Rank
Seconds (Average)
Mid-Tier
75th
> 20.3
Median
50th
25.1
Low-Tier
25th
> 28.5
OpenBenchmarking.orgDistribution Of Public Results299 Results Range From 17 To 176 Seconds1730435669829510812113414716017318660120180240300

Based on OpenBenchmarking.org data, the selected test / test configuration (RNNoise 2020-06-28) has an average run-time of 2 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkRun-Time246810Min: 1 / Avg: 1.53 / Max: 6

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.4%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.44 / Max: 4

Recent Test Results

Compare

3 Systems - 25 Benchmark Results

Intel Core i5-9400F - MSI B360M GAMING PLUS - Intel Cannon Lake PCH

Ubuntu 20.04 - 5.9.0-050900rc7daily20200928-generic - GNOME Shell 3.36.0

1 System - 295 Benchmark Results

AMD Ryzen Threadripper 3990X 64-Core - System76 Thelio Major - AMD Starship

Pop 20.04 - 5.4.0-7642-generic - GNOME Shell 3.36.4

1 System - 169 Benchmark Results

AMD Ryzen 7 PRO 4750U - LENOVO 20UFCTO1WW - AMD Renoir Root Complex

Ubuntu 20.04 - 5.8.16-050816-generic - GNOME Shell 3.36.4

2 Systems - 87 Benchmark Results

ARMv8 Cortex-A53 - BCM2835 Raspberry Pi 3 Model B Plus Rev 1.3 - 913MB

Debian 10 - 5.4.51-v8+ - LXDE 0.10.0

3 Systems - 20 Benchmark Results

Intel Core i7-5600U - LENOVO 20BSCTO1WW - Intel Broadwell-U-OPI

Ubuntu 20.04 - 5.9.0-rc5-14sep-patch - GNOME Shell 3.36.4

3 Systems - 197 Benchmark Results

AMD Ryzen 3 1300X - ASRock AB350 Pro4 - AMD 17h

Ubuntu 20.04 - 5.4.0-51-generic - GNOME Shell 3.36.3

3 Systems - 5 Benchmark Results

AMD Ryzen 5 3400G - ASUS PRIME B450M-A - AMD Raven

Ubuntu 19.10 - 5.3.0-46-generic - GNOME Shell 3.34.1

3 Systems - 27 Benchmark Results

Intel Core i9-9900K - ASRock Z390M Pro4 - Intel Cannon Lake PCH

Ubuntu 20.04 - 5.9.0-050900rc1daily20200819-generic - GNOME Shell 3.36.4

1 System - 87 Benchmark Results

ARMv8 Cortex-A72 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 2048MB

Debian 10 - 5.4.51-v8+ - LXDE 0.10.0

3 Systems - 19 Benchmark Results

Intel Xeon Gold 6226R - Supermicro X11SPL-F v1.02 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-21-generic - GNOME Shell 3.36.1

3 Systems - 232 Benchmark Results

Intel Core i7-4960X - MSI X79MA-GD45 - Intel Xeon E7 v2

Ubuntu 19.10 - 5.3.0-40-generic - GNOME Shell 3.34.1

Most Popular Test Results

Compare

3 Systems - 268 Benchmark Results

Intel Core i5-2520M - HP 161C - Intel 2nd Generation Core DRAM

Ubuntu 18.04 - 4.18.0-20-generic - GNOME Shell 3.28.3

2 Systems - 535 Benchmark Results

Intel Core i7-1065G7 - Dell 06CDVY - Intel Device 34ef

Ubuntu 20.04 - 5.9.0-050900rc7daily20201003-generic - GNOME Shell 3.36.4

2 Systems - 403 Benchmark Results

Intel Core i9-10900K - Gigabyte Z490 AORUS MASTER - Intel Comet Lake PCH

Ubuntu 20.04 - 5.4.0-48-generic - GNOME Shell 3.36.4

3 Systems - 406 Benchmark Results

AMD Ryzen 9 3900XT 12-Core - MSI MEG X570 GODLIKE - AMD Starship

Ubuntu 20.10 - 5.8.0-20-generic - GNOME Shell 3.38.0

3 Systems - 31 Benchmark Results

AMD Ryzen 5 3600XT 6-Core - MSI X470 GAMING M7 AC - AMD Starship

Ubuntu 20.04 - 5.8.0-050800-generic - GNOME Shell 3.36.4

3 Systems - 131 Benchmark Results

Intel Core i5-10600K - ASUS PRIME Z490M-PLUS - Intel Comet Lake PCH

Ubuntu 20.04 - 5.4.0-45-generic - GNOME Shell 3.36.4

3 Systems - 202 Benchmark Results

Intel Core i7-7700K - MSI Z270-A PRO - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.8.14-050814-generic - GNOME Shell 3.36.4

3 Systems - 32 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS TUF GAMING X570-PLUS - AMD Starship

Ubuntu 20.04 - 5.9.0-050900rc6daily20200922-generic - GNOME Shell 3.36.4

3 Systems - 25 Benchmark Results

AMD Ryzen 7 1800X Eight-Core - MSI X370 XPOWER GAMING TITANIUM - AMD 17h

Debian 10 - 4.19.0-11-amd64 - X Server 1.20.4

3 Systems - 41 Benchmark Results

Intel Xeon E3-1231 v3 - Gigabyte H81M-S1 - Intel Xeon E3-1200 v3 DRAM

Debian 10 - 4.19.0-11-amd64 - X Server 1.20.4

3 Systems - 171 Benchmark Results

Intel Xeon E3-1270 v5 - ASUS E3 PRO GAMING V5 - Intel Xeon E3-1200 v5

Clear Linux OS 31470 - 5.3.8-854.native - GNOME Shell 3.34.1

Find More Test Results


User Comments

Post A Comment