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

17 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

Telephony


Performance Metrics

Analyze Test Configuration:

VOSK Speech Recognition Toolkit 0.3.21

OpenBenchmarking.org metrics for this test profile configuration based on 154 public results since 27 April 2021 with the latest data as of 11 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)
99th
4
14.1 +/- 0.1
93rd
5
14.6 +/- 0.1
92nd
3
14.7 +/- 0.3
89th
3
16.0 +/- 0.1
84th
3
16.6 +/- 0.2
80th
3
17.1 +/- 0.2
76th
3
17.5 +/- 0.3
Mid-Tier
75th
> 17.7
73rd
3
18.0 +/- 1.2
63rd
7
19.7 +/- 0.1
58th
3
20.1 +/- 0.3
54th
4
20.5 +/- 0.1
Median
50th
20.9
47th
4
20.9 +/- 0.1
46th
3
21.0 +/- 0.1
42nd
4
21.5 +/- 0.1
38th
5
22.2 +/- 0.1
38th
4
22.2 +/- 0.1
34th
3
22.6 +/- 0.1
31st
3
24.1 +/- 1.4
30th
5
24.7 +/- 0.2
26th
3
25.0 +/- 0.7
Low-Tier
25th
> 25.7
23rd
8
26.2 +/- 0.3
19th
3
26.6 +/- 0.2
15th
3
27.2 +/- 0.1
11th
3
28.3 +/- 1.4
11th
3
28.4 +/- 1.5
11th
3
28.6 +/- 1.6
8th
4
30.9 +/- 2.4
2nd
3
44.9 +/- 0.7
OpenBenchmarking.orgDistribution Of Public Results154 Results Range From 13 To 46 Seconds131619222528313437404346491020304050

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: 1.07 / Max: 3

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: 0.29 / Max: 2

Does It Scale Well With Increasing Cores?

No, based on the automated analysis of the collected public benchmark data, this test / test settings does not generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

IntelAMDOpenBenchmarking.orgRelative Core Scaling To BaseVOSK Speech Recognition Toolkit CPU Core Scaling468120.39380.78761.18141.57521.969

Recent Test Results

OpenBenchmarking.org Results Compare

3 Systems - 164 Benchmark Results

Intel Xeon E5-2609 v4 - MSI X99A RAIDER - Intel Xeon E7 v4

Ubuntu 20.04 - 5.9.0-050900rc6daily20200926-generic - GNOME Shell 3.36.2

3 Systems - 171 Benchmark Results

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

Ubuntu 20.10 - 5.8.0-43-generic - GNOME Shell 3.38.1

3 Systems - 62 Benchmark Results

Intel Core i3-10100 - Gigabyte B460M DS3H - Intel Device 9b63

Ubuntu 20.04 - 5.9.0-050900rc7daily20201002-generic - GNOME Shell 3.36.3

4 Systems - 88 Benchmark Results

Intel Core i5-8400 - MSI Z370M MORTAR - Intel 8th Gen Core

Ubuntu 20.04 - 5.9.0-050900rc7daily20200929-generic - GNOME Shell 3.36.4

3 Systems - 167 Benchmark Results

Intel Core i7-6800K - MSI X99A WORKSTATION - Intel Xeon E7 v4

Ubuntu 20.10 - 5.8.0-41-generic - GNOME Shell 3.38.1

3 Systems - 106 Benchmark Results

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

Ubuntu 20.04 - 5.9.0-050900daily20201021-generic - GNOME Shell 3.36.4

3 Systems - 168 Benchmark Results

Intel Xeon E5-2687W v3 - MSI X99S SLI PLUS - Intel Xeon E7 v3

Ubuntu 20.04 - 5.9.0-050900rc7daily20200928-generic - GNOME Shell 3.36.4

3 Systems - 78 Benchmark Results

AMD Ryzen 7 3700X 8-Core - Gigabyte A320M-S2H-CF - AMD Starship

Ubuntu 20.04 - 5.8.1-050801-generic - GNOME Shell 3.36.4

2 Systems - 38 Benchmark Results

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

Ubuntu 20.10 - 5.11.0-rc4-max-boost-inv-patch - GNOME Shell 3.38.1

3 Systems - 54 Benchmark Results

Intel Core i5-7600K - Gigabyte Z270M-D3H-CF - Intel Xeon E3-1200 v6

Ubuntu 20.04 - 5.9.0-050900rc7daily20200928-generic - GNOME Shell 3.36.4

3 Systems - 99 Benchmark Results

AMD Ryzen Threadripper 2990WX 32-Core - ASUS ROG ZENITH EXTREME - AMD 17h

Ubuntu 20.10 - 5.8.0-44-generic - GNOME Shell 3.38.1

3 Systems - 30 Benchmark Results

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

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

Most Popular Test Results

OpenBenchmarking.org Results Compare

3 Systems - 37 Benchmark Results

Intel Xeon E3-1235L v5 - ASRockRack C236M WS - Intel Xeon E3-1200 v5

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

3 Systems - 37 Benchmark Results

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

Ubuntu 20.10 - 5.11.0-051100rc2daily20210106-generic - GNOME Shell 3.38.1

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

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 - 46 Benchmark Results

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

Ubuntu 20.10 - 5.11.0-rc1-phx - GNOME Shell 3.38.1

3 Systems - 30 Benchmark Results

Intel Core i7-8700K - ASUS TUF Z370-PLUS GAMING - Intel 8th Gen Core

Ubuntu 20.04 - 5.9.0-050900rc6daily20200923-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

5 Systems - 53 Benchmark Results

Intel Core i7-3770K - ECS Z77H2-A2X v1.0 - Intel Xeon E3-1200 v2

Ubuntu 20.04 - 5.8.0-48-generic - GNOME Shell 3.36.4

3 Systems - 21 Benchmark Results

AMD Ryzen Threadripper 3960X 24-Core - MSI Creator TRX40 - AMD Starship

Ubuntu 20.04 - 5.12.0-051200rc2daily20210307-generic - GNOME Shell 3.36.4

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

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

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

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