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.

Public Result UploadsReported Installs*Test Completions*OpenBenchmarking.orgEventsRNNoise Popularity Statisticspts/rnnoise2020.092020.102020.112020.122021.01140280420560700

* 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.
Data current as of Sat, 16 Jan 2021 15:34:52 GMT.

Revision History

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.

Suites Using This Test

Machine Learning

Creator Workloads

HPC - High Performance Computing

Speech


Performance Metrics

Analyze Test Configuration:

RNNoise 2020-06-28

OpenBenchmarking.org metrics for this test profile configuration based on 699 public results since 30 September 2020 with the latest data as of 8 January 2021.

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
# Matching Public Results
Seconds (Average)
99th
28
15.1 +/- 0.6
95th
22
15.4 +/- 0.2
95th
6
15.5 +/- 0.2
92nd
10
16.0 +/- 0.2
88th
9
17.5 +/- 0.3
88th
10
17.6 +/- 0.3
88th
15
17.6 +/- 0.3
85th
3
18.1 +/- 0.3
85th
6
18.3 +/- 0.3
81st
3
18.6 +/- 0.1
81st
11
18.6 +/- 0.1
Mid-Tier
75th
> 19.8
74th
7
20.0 +/- 0.1
69th
18
20.3 +/- 1.0
67th
6
21.0 +/- 0.7
67th
10
21.0 +/- 0.2
60th
3
21.6 +/- 0.3
59th
3
21.7 +/- 0.1
59th
3
21.8 +/- 0.4
59th
3
21.8 +/- 0.1
57th
6
22.3 +/- 1.1
55th
4
22.7 +/- 0.3
53rd
5
23.2 +/- 0.1
51st
3
23.3 +/- 0.2
Median
50th
23.3
45th
31
24.0 +/- 5.3
44th
3
24.2 +/- 0.1
43rd
3
24.3 +/- 0.3
40th
6
25.1 +/- 0.1
37th
4
25.6 +/- 0.2
37th
3
25.6 +/- 0.1
37th
3
25.6 +/- 0.1
36th
8
25.8 +/- 0.1
36th
3
25.8 +/- 0.1
34th
3
25.9 +/- 0.5
33rd
7
26.1 +/- 0.2
32nd
6
26.1 +/- 0.1
32nd
3
26.5 +/- 0.4
30th
6
26.8 +/- 0.2
29th
3
27.1 +/- 0.1
28th
3
27.4 +/- 0.1
28th
4
27.5 +/- 0.2
27th
5
27.6 +/- 0.7
26th
6
27.9 +/- 0.1
26th
3
28.0 +/- 0.1
26th
4
28.3 +/- 0.4
Low-Tier
25th
> 28.3
25th
5
28.4 +/- 0.1
23rd
10
28.5 +/- 0.1
21st
3
28.5 +/- 0.1
20th
3
28.7 +/- 0.2
19th
4
28.8 +/- 0.1
19th
3
28.8 +/- 0.1
17th
3
29.0 +/- 0.1
17th
4
29.1 +/- 0.1
16th
3
29.2 +/- 0.1
14th
6
30.0 +/- 0.1
13th
3
30.5 +/- 0.3
9th
4
32.4 +/- 5.2
8th
3
35.1 +/- 0.1
7th
3
36.1 +/- 0.1
7th
7
36.3 +/- 0.3
5th
6
38.2 +/- 0.1
5th
4
38.2 +/- 0.2
4th
6
39.5 +/- 0.4
4th
4
47.7 +/- 0.1
3rd
4
49.7 +/- 0.8
2nd
3
55.0 +/- 0.2
2nd
7
65.0 +/- 6.0
OpenBenchmarking.orgDistribution Of Public Results699 Results Range From 13 To 176 Seconds13263952657891104117130143156169182100200300400500

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: 1.38 / 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: 0.43 / Max: 4

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