RNNoise Benchmark - OpenBenchmarking.org

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.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark rnnoise.

* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 21 April 2024.

Revision History

pts/rnnoise-1.1.0 [View Source] Mon, 15 Apr 2024 10:14:46 GMT
Update against RNNoise 0.2 upstream.

pts/rnnoise-1.0.2 [View Source] Wed, 30 Sep 2020 17:15:00 GMT
Add libtool external dependency.

pts/rnnoise-1.0.1 [View Source] Wed, 30 Sep 2020 09:52:35 GMT
Fix metadata.

pts/rnnoise-1.0.0 [View Source] Wed, 30 Sep 2020 09:44:33 GMT
Initial commit of rnnoise for recurrent neural network for audio noise reduction.

Performance Metrics

RNNoise 0.2

Input: 26 Minute Long Talking Sample

OpenBenchmarking.org metrics for this test profile configuration based on 71 public results since 15 April 2024 with the latest data as of 25 April 2024.

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

# Compatible Public Results

Seconds (Average)

Intel Core i9-14900K

98th

5.96 ^{+/- 0.08}

Intel Xeon E E-2488

88th

6.46 ^{+/- 0.07}

AMD Ryzen 9 7950X 16-Core

77th

7.44 ^{+/- 0.04}

Mid-Tier

75th

> 7.48

AMD Ryzen Threadripper 7980X 64-Cores

70th

7.99 ^{+/- 0.35}

AMD Ryzen 7 7840HS

62nd

8.25 ^{+/- 0.02}

AMD Ryzen 9 5900HX

51st

9.50 ^{+/- 0.31}

AMD Ryzen 7 PRO 6850U

51st

9.55 ^{+/- 0.24}

Median

50th

9.75

AMD Ryzen 7 PRO 5850U

43rd

10.56 ^{+/- 0.65}

Intel Core i7-1185G7

39th

10.97 ^{+/- 0.11}

AMD Ryzen 7 3800XT 8-Core

31st

11.19 ^{+/- 0.39}

AMD Ryzen Threadripper 3970X 32-Core

29th

11.24 ^{+/- 0.01}

Intel Core i7-1165G7

26th

11.31 ^{+/- 0.25}

Low-Tier

25th

> 11.31

AMD EPYC 7F32 8-Core

19th

13.46 ^{+/- 0.68}

Intel Core i7-8565U

13th

14.10 ^{+/- 0.38}

Intel Core i9-10980XE

9th

16.77 ^{+/- 0.95}

AMD EPYC 7551 32-Core

5th

19.76 ^{+/- 0.27}

Based on OpenBenchmarking.org data, the selected test / test configuration (RNNoise 0.2 - Input: 26 Minute Long Talking Sample) 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.

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.1%.

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

benchmark23 1 System - 71 Benchmark Results	Intel Core i7-13700HX - Notebook PD5x_7xSNC_SND_SNE - Intel Raptor Lake-S PCH ManjaroLinux 23.1.4 - 6.6.25-1-MANJARO - KDE Plasma 5.27.11
lslsls 2 Systems - 71 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO ThinkPad X13 Gen 3 21CM0001US - AMD 17h-19h PCIe Root Complex Fedora Linux 39 - 6.5.7-300.fc39.x86_64 - GNOME Shell 45.0
ddggg 2 Systems - 126 Benchmark Results	Intel Core i7-1165G7 - Dell XPS 13 9310 0GG9PT - Intel Tiger Lake-LP Ubuntu 23.10 - 6.5.0-21-generic - GNOME Shell 45.0
ddddss 2 Systems - 107 Benchmark Results	Intel Core i7-1185G7 - Dell XPS 13 9310 0DXP1F - Intel Tiger Lake-LP Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1
df build 3 Systems - 11 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.2
kfkfkf 2 Systems - 37 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.2
new t ests 2 Systems - 37 Benchmark Results	Intel Xeon E E-2488 - Supermicro Super Server X13SCL-F v0123456789 - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.8.0-11-generic - GNOME Shell 45.3
dddd 2 Systems - 67 Benchmark Results	Intel Core i7-8565U - Dell XPS 13 9380 0KTW76 - Intel Cannon Point-LP Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1
rnnoise hs framework 4 Systems - 1 Benchmark Result	AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8 Ubuntu 24.04 - 6.8.0-22-generic - GNOME Shell 46.0
zen 1 rnnoise 4 Systems - 1 Benchmark Result	AMD EPYC 7551 32-Core - GIGABYTE MZ31-AR0-00 v01010101 - AMD 17h Debian 12 - 6.1.0-10-amd64 - GCC 12.2.0
rnnoise openssl Featured Graphics Comparison	ASUS AMD Cezanne 512MB
rnnoise-1.0.2run Featured Kernel Comparison	5.15.0-101-generic - 5.15.0-102-generic
rnnoise-1.0.2run Featured Kernel Comparison	5.15.0-101-generic - 5.15.0-102-generic
rnnoise-1.0.2run Featured Kernel Comparison	5.15.0-101-generic - 5.15.0-102-generic
rnnoise-1.0.2run Featured Kernel Comparison	5.15.0-101-generic - 5.15.0-102-generic

rnnoise openssl Featured Graphics Comparison	AMD Ryzen 9 5900HX - ASUS ROG Strix G513QY_G513QY G513QY v1.0 - AMD Renoir Ubuntu 22.10 - 5.19.0-46-generic - GNOME Shell 43.0
kfkfkf 2 Systems - 37 Benchmark Results	AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.2
df build 3 Systems - 11 Benchmark Results	Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers Ubuntu 22.04 - 6.5.0-26-generic - GNOME Shell 42.2
new t ests 2 Systems - 37 Benchmark Results	Intel Xeon E E-2488 - Supermicro Super Server X13SCL-F v0123456789 - Intel Raptor Lake-S PCH Ubuntu 24.04 - 6.8.0-11-generic - GNOME Shell 45.3
ddddss 2 Systems - 107 Benchmark Results	Intel Core i7-1185G7 - Dell XPS 13 9310 0DXP1F - Intel Tiger Lake-LP Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1
zen 1 rnnoise 4 Systems - 1 Benchmark Result	AMD EPYC 7551 32-Core - GIGABYTE MZ31-AR0-00 v01010101 - AMD 17h Debian 12 - 6.1.0-10-amd64 - GCC 12.2.0
dddd 2 Systems - 67 Benchmark Results	Intel Core i7-8565U - Dell XPS 13 9380 0KTW76 - Intel Cannon Point-LP Ubuntu 23.10 - 6.7.0-060700rc5-generic - GNOME Shell 45.1
rnnoise 0.2 5 Systems - 1 Benchmark Result	AMD Ryzen 9 7950X 16-Core - ASUS ROG STRIX X670E-E GAMING WIFI - AMD Device 14d8 Neon 22.04 - 6.5.0-26-generic - GNOME Shell 42.9
rnnoise threadripper 4 Systems - 1 Benchmark Result	AMD Ryzen Threadripper 7980X 64-Cores - System76 Thelio Major - AMD Device 14a4 Fedora Linux 40 - 6.8.4-300.fc40.x86_64 - GNOME Shell 46.0
lslsls 2 Systems - 71 Benchmark Results	AMD Ryzen 7 PRO 6850U - LENOVO ThinkPad X13 Gen 3 21CM0001US - AMD 17h-19h PCIe Root Complex Fedora Linux 39 - 6.5.7-300.fc39.x86_64 - GNOME Shell 45.0
rnnoise raptor lake 5 Systems - 1 Benchmark Result	Intel Core i9-14900K - ASUS PRIME Z790-P WIFI - Intel Device 7a27 Ubuntu 23.10 - 6.9.0-060900rc3daily20240410-generic - GNOME Shell 45.1
rnnoise hs framework 4 Systems - 1 Benchmark Result	AMD Ryzen 7 7840HS - Framework Laptop 16 - AMD Device 14e8 Ubuntu 24.04 - 6.8.0-22-generic - GNOME Shell 46.0
benchmark23 1 System - 71 Benchmark Results	Intel Core i7-13700HX - Notebook PD5x_7xSNC_SND_SNE - Intel Raptor Lake-S PCH ManjaroLinux 23.1.4 - 6.6.25-1-MANJARO - KDE Plasma 5.27.11
ddggg 2 Systems - 126 Benchmark Results	Intel Core i7-1165G7 - Dell XPS 13 9310 0GG9PT - Intel Tiger Lake-LP Ubuntu 23.10 - 6.5.0-21-generic - GNOME Shell 45.0
ddggg 2 Systems - 126 Benchmark Results	Intel Core i7-1165G7 - Dell XPS 13 9310 0GG9PT - Intel Tiger Lake-LP Ubuntu 23.10 - 6.5.0-21-generic - GNOME Shell 45.0

RNNoise

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Suites Using This Test

Performance Metrics

RNNoise 0.2

Input: 26 Minute Long Talking Sample

Tested CPU Architectures

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