DeepSpeech

Mozilla DeepSpeech is a speech-to-text engine powered by TensorFlow for machine learning and derived from Baidu's Deep Speech research paper. This test profile times the speech-to-text process for a roughly three minute audio recording.

Learn more about this test at the upstream project site: github.com.

This utility test is maintained by Michael Larabel. This OpenBenchmarking.org test profile was created on 8 December 2019. To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark deepspeech.

This test has an average install time of 16 seconds and an average run-time of 5 minutes, 30 seconds.

5k+ Downloads

Performance Metrics

Analyze Test Configuration:

DeepSpeech 0.6

Acceleration: CPU

OpenBenchmarking.org metrics for this test profile configuration based on 726 public samples since 8 December 2019 with the latest data as of 16 September 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
> 71
Median
50th
86
Low-Tier
25th
> 120
OpenBenchmarking.orgDistribution Of Public Results726 Results Range From 49 To 377 Seconds49678510312113915717519321122924726528330131933735537339150100150200250

Revision History

pts/deepspeech-1.0.0     08 Dec 2019 12:41 EST
Initial commit of Mozilla DeepSpeech

Recent Test Results

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15 Systems - 119 Benchmark Results

Intel Xeon Gold 5220R - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

14 Systems - 119 Benchmark Results

Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

15 Systems - 119 Benchmark Results

2 x Intel Xeon Platinum 8275CL - ASRockRack EP2C621D12 WS - Intel Sky Lake-E DMI3 Registers

Ubuntu 19.10 - 5.3.0-55-generic - GNOME Shell 3.34.1

15 Systems - 119 Benchmark Results

2 x Intel Xeon Platinum 8280 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

3 Systems - 92 Benchmark Results

AMD Ryzen 7 PRO 4750G - Gigabyte B550I AORUS PRO AX - AMD Renoir Root Complex

Ubuntu 20.04 - 5.8.0-050800-generic - GNOME Shell 3.36.3

1 System - 158 Benchmark Results

AMD Ryzen 3 2200G - ASRock A320M-ITX - AMD Raven

Ubuntu 20.04 - 5.4.0-47-generic - GNOME Shell 3.36.4

1 System - 22 Benchmark Results

2 x Intel Xeon Gold 6138 - Dell 08JG8G - Intel Sky Lake-E DMI3 Registers

CentOS 7.8.2003 - 3.10.0-1127.18.2.el7.x86_64 - GCC 8.3.0

14 Systems - 119 Benchmark Results

2 x Intel Xeon Silver 4216 - GIGABYTE MD61-SC2-00 v01000100 - Intel Sky Lake-E DMI3 Registers

Ubuntu 20.04 - 5.4.0-18-generic - GNOME Shell 3.36.0

1 System - 18 Benchmark Results

2 x Intel Xeon E5-2630 v3 - Dell 04FNTC - Intel Xeon E7 v3

CentOS 7.8.2003 - 3.10.0-1127.18.2.el7.x86_64 - GCC 8.2.0

1 System - 34 Benchmark Results

16 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

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

1 System - 29 Benchmark Results

8 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

openSUSE Leap 15.2 - 5.3.18-lp152.36-default - GNOME Shell 3.34.5

1 System - 29 Benchmark Results

8 x AMD Ryzen Threadripper 3960X 24-Core - Intel 440BX - Intel 440BX

SUSE Linux Enterprise High Performance Computing 15 SP2 15.2 - 5.3.18-24.9-default - GNOME Shell 3.34.4

Most Popular Test Results

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4 Systems - 55 Benchmark Results

AMD Ryzen 3 3200U - MOTILE PF4PU1F - AMD Device 15d0

Ubuntu 18.04 - 5.3.0-28-generic - GNOME Shell 3.28.4

2 Systems - 475 Benchmark Results

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

Ubuntu 19.10 - 5.3.0-18-generic - GNOME Shell 3.34.1

5 Systems - 385 Benchmark Results

2 x Intel Xeon E5-2670 0 - Supermicro X9DRD-iF - Intel Xeon E5

Debian 10 - 4.19.0-9-amd64 - GCC 8.3.0

6 Systems - 733 Benchmark Results

AMD Ryzen 7 3700X 8-Core - MSI MEG X570 GODLIKE - AMD Starship

Ubuntu 20.04 - 5.8.0-050800daily20200622-generic - GNOME Shell 3.36.2

3 Systems - 777 Benchmark Results

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

Ubuntu 20.04 - 5.7.0-rc6-amd-energy - GNOME Shell 3.36.2

4 Systems - 129 Benchmark Results

AMD Ryzen 9 3900X 12-Core - ASUS ROG CROSSHAIR VIII HERO - AMD Starship

Ubuntu 20.04 - 5.4.0-9-generic - GNOME Shell 3.34.3

2 Systems - 124 Benchmark Results

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

Ubuntu 19.10 - 5.3.0-7625-generic - GNOME Shell 3.34.3

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