VOSK Speech Recognition Toolkit

VOSK is an open-source offline speech recognition API/toolkit. VOSK supports speech recognition in 17 languages and has a variety of models available and interfaces for different programming languages. This test profile times the speech-to-text process for a roughly three minute audio recording.

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

Project Site

alphacephei.com

Test Created

27 April 2021

Test Maintainer

Michael Larabel 

Test Type

Processor

Average Install Time

18 Seconds

Average Run Time

1 Minute, 24 Seconds

Test Dependencies

Python

Accolades

Recently Created Test Profile

Supported Platforms


Revision History

pts/vosk-1.0.1   [View Source]   Tue, 27 Apr 2021 14:09:26 GMT
Set python external dependency.

pts/vosk-1.0.0   [View Source]   Tue, 27 Apr 2021 14:06:19 GMT
Initial commit of VOSK.

Suites Using This Test

Creator Workloads

Speech


Performance Metrics

Analyze Test Configuration:

VOSK Speech Recognition Toolkit 0.3.21

OpenBenchmarking.org metrics for this test profile configuration based on 91 public results since 27 April 2021 with the latest data as of 7 May 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)
97th
4
14.1 +/- 0.1
88th
5
14.6 +/- 0.1
85th
3
16.0 +/- 0.1
77th
3
16.6 +/- 0.2
Mid-Tier
75th
> 18.0
63rd
7
19.7 +/- 0.1
52nd
4
20.5 +/- 0.1
Median
50th
20.9
44th
4
20.9 +/- 0.1
42nd
3
21.0 +/- 0.1
38th
4
21.5 +/- 0.1
32nd
5
22.2 +/- 0.1
28th
5
24.7 +/- 0.2
Low-Tier
25th
> 24.8
22nd
3
25.0 +/- 0.7
17th
8
26.2 +/- 0.3
7th
3
28.3 +/- 1.4
OpenBenchmarking.orgDistribution Of Public Results87 Results Range From 13 To 37 Seconds13151719212325272931333537510152025

Based on OpenBenchmarking.org data, the selected test / test configuration (VOSK Speech Recognition Toolkit 0.3.21) 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: 1.06 / Max: 2

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.3%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsDeviation246810Min: 0 / Avg: 0.32 / Max: 2

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 1 Benchmark Result

Intel Core i7-8700K - ASUS ROG MAXIMUS X APEX - 64GB

Ubuntu 20.04.1 LTS - 5.10.28-Unraid - GCC 9.3.0

4 Systems - 11 Benchmark Results

AMD Ryzen Threadripper 2970WX 24-Core - Gigabyte X399 AORUS Gaming 7 - AMD 17h

Ubuntu 20.04 - 5.9.0-050900rc6daily20200926-generic - GNOME Shell 3.36.4

3 Systems - 26 Benchmark Results

AMD Ryzen Threadripper 3970X 32-Core - ASUS ROG ZENITH II EXTREME - AMD Starship

Ubuntu 20.10 - 5.11.0-rc6-phx - GNOME Shell 3.38.1

3 Systems - 9 Benchmark Results

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

Ubuntu 20.04 - 5.11.0-rc1-phx - GNOME Shell 3.36.4

3 Systems - 7 Benchmark Results

Intel Core i9-11900K - ASUS ROG MAXIMUS XIII HERO - Intel Device 43ef

Ubuntu 20.10 - 5.12.0-051200rc8-generic - GNOME Shell 3.38.2

4 Systems - 132 Benchmark Results

2 x Intel Xeon Gold 5220R - TYAN S7106 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.9.0-050900rc6-generic - GNOME Shell 3.36.4

4 Systems - 40 Benchmark Results

Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH

Ubuntu 21.04 - 5.11.0-16-generic - GNOME Shell 3.38.4

3 Systems - 3 Benchmark Results

AMD EPYC 7453 28-Core - AMD DAYTONA_X - AMD Starship

Ubuntu 20.04 - 5.11.6-051106-generic - GNOME Shell 3.36.4

4 Systems - 3 Benchmark Results

Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH

Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2

8 Systems - 188 Benchmark Results

2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998

Ubuntu 20.04 - 5.11.0-051100-generic - GNOME Shell 3.36.4

2 Systems - 4 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASUS TUF GAMING B550M-PLUS - AMD Starship

Ubuntu 20.10 - 5.8.0-50-generic - GNOME Shell 3.38.1

4 Systems - 1 Benchmark Result

Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers

Ubuntu 21.04 - 5.11.0-16-generic - GNOME Shell 3.38.4

Most Popular Test Results

OpenBenchmarking.org Results Compare

2 Systems - 4 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASUS TUF GAMING B550M-PLUS - AMD Starship

Ubuntu 20.10 - 5.8.0-50-generic - GNOME Shell 3.38.1

2 Systems - 4 Benchmark Results

AMD Ryzen 5 5600X 6-Core - ASUS TUF GAMING B550M-PLUS - AMD Starship

Ubuntu 20.10 - 5.8.0-50-generic - GNOME Shell 3.38.1

4 Systems - 3 Benchmark Results

Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH

Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2

4 Systems - 40 Benchmark Results

Intel Core i7-10700T - Logic Supply RXM-181 - Intel Comet Lake PCH

Ubuntu 21.04 - 5.11.0-16-generic - GNOME Shell 3.38.4

4 Systems - 1 Benchmark Result

Intel Xeon E-2288G - Compulab SBC-ATCFL v1.2 - Intel Cannon Lake PCH

Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.2

4 Systems - 1 Benchmark Result

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

Ubuntu 21.04 - 5.11.0-16-generic - GNOME Shell 3.38.4

4 Systems - 1 Benchmark Result

Intel Core i7-8565U - Dell 0KTW76 - Intel Cannon Point-LP

Ubuntu 20.10 - 5.8.0-50-generic - GNOME Shell 3.38.2

3 Systems - 1 Benchmark Result

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

Ubuntu 20.04 - 5.9.0-050900daily20201012-generic - GNOME Shell 3.36.4

5 Systems - 1 Benchmark Result

Intel Core i7-1165G7 - Dell 0GG9PT - Intel Tiger Lake-LP

Ubuntu 20.10 - 5.11.0-051100daily20210228-generic - GNOME Shell 3.38.2

4 Systems - 1 Benchmark Result

Intel Core i9-10980XE - ASRock X299 Steel Legend - Intel Sky Lake-E DMI3 Registers

Ubuntu 21.04 - 5.11.0-16-generic - GNOME Shell 3.38.4

5 Systems - 1 Benchmark Result

Intel Core i7-8550U - Dell 0H0VG3 - Intel Xeon E3-1200 v6

Ubuntu 20.10 - 5.8.0-45-generic - GNOME Shell 3.38.2

8 Systems - 188 Benchmark Results

2 x Intel Xeon Platinum 8380 - Intel M50CYP2SB2U - Intel Device 0998

Ubuntu 20.04 - 5.11.0-051100-generic - GNOME Shell 3.36.4

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