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Kaldi SR Plugin

Administrator Guide


Revision: 3

Distribution: Red Hat / Cent OS

Created: February 5, 2018

Last updated: March 16, 2021

Author: Arsen Chaloyan


Table of Contents

1 Overview.. 3

1.1 Applicable Versions 3

1.2 Supported Distributions. 3

1.3 Authentication. 3

2 Installing RPMs Using YUM.. 4

2.1 Repository Configuration. 4

2.2 Repository Verification. 4

2.3 KaldiSR Plugin Installation. 5

3 Installing RPMs Manually. 6

3.1 Package List 6

3.2 Package Installation Order 7

4 Obtaining License. 8

4.1 License Type. 8

4.2 Node Information. 8

4.3 License Installation. 8

5 Configuring Server and Plugin. 9

5.1 Plugin Factory Configuration. 9

5.2 RTP Configuration. 9

5.3 Logger Configuration. 9

5.4 KaldiSR Plugin Configuration. 10

6 Validating Setup. 11

6.1 Launching Server 11

6.2 Launching Client 11



1       Overview

This guide describes how to obtain and install binary packages for the Kaldi Speech Recognition (KaldiSR) plugin to the UniMRCP server on Red Hat-based Linux distributions. The document is intended for system administrators and developers.

1.1      Applicable Versions

Instructions provided in this guide are applicable to the following versions.


UniMRCP 1.5.0 and above

UniMRCP KaldiSR Plugin 1.0.0 and above

1.2      Supported Distributions

UniMRCP RPMs are currently available for x86_64 (64-bit) architecture only.


Operating System


End of Support

Red Hat / Cent OS 7

February 2018


Red Hat / Cent OS 8

January 2021



Note: packages for other distributions can be made available upon request. For more information, contact services@unimrcp.org.

1.3      Authentication

UniMRCP binary packages are available to authenticated users only. In order to register a free account with UniMRCP, please visit the following page.




Note: a new account needs to be verified and activated prior further proceeding.


2       Installing RPMs Using YUM

Using the Yellowdog Updater, Modifier (yum), a command-line package management utility for Red Hat-based distributions, is recommended for installation of UniMRCP binary packages.

2.1      Repository Configuration

The content of a typical yum configuration file, to be placed in /etc/yum.repos.d/unimrcp.repo, is provided below.



name=UniMRCP Packages for Red Hat / Cent OS-$releasever $basearch








name=UniMRCP Packages for Red Hat / Cent OS-$releasever noarch







The username and password fields included in the HTTPS URI must be replaced with the corresponding account credentials.

2.2      Repository Verification

In order to verify that yum can properly connect and access the UniMRCP repository, the following command can be used.


yum repolist unimrcp

yum repolist unimrcp-noarch


where unimrcp and unimrcp-noarch are names of the sections set in the yum configuration file above.


In order to retrieve a list of packages the UniMRCP repository provides, the following command can be used.


yum --disablerepo="*" --enablerepo="unimrcp" list available

yum --disablerepo="*" --enablerepo="unimrcp-noarch" list available


2.3      KaldiSR Plugin Installation

In order to install the KaldiSR plugin, including all the dependencies, use the following command.


yum install unimrcp-kaldi-sr


In order to install the additional data files for the sample client application umc, the following command can be used.


yum install umc-addons


Note: this package is optional and provides additional data which can be used for validation of basic setup.

3       Installing RPMs Manually

UniMRCP RPM packages can be installed manually using the rpm utility. Note, however, that the system administrator should take care of package dependencies and install all the packages in appropriate order.


The RPM packages have the following naming convention:





         packagename is the name of a package

         universion is the UniMRCP version

         packageversion is the RPM release version

         rhelversion is the Red Hat version

         arch is the architecture (x86_64, i686, )

3.1      Package List

The following is a list of UniMRCP RPM packages required for the installation of the KaldiSR plugin.


Package Name



KaldiSR plugin to the server.


UniMRCP edition of the libevent library.


Sample en-US data files used with umc. [Optional]


Node information retrieval tool, required for license deployment.


Shared library and application of the server.


Shared libraries and sample applications of the client. [Optional]


Set of demo plugins to the server. [Optional]


Data common for the client and the server.


UniMRCP edition of the Apache Portable Runtime (APR) library.


UniMRCP edition of the Apache Portable Runtime Utility (APR-Util) library.


UniMRCP edition of the Sofia SIP library.


3.2      Package Installation Order

Note that all the RPM packages provided by UniMRCP are signed by a GNU Privacy Guard (GPG) key. Before starting the installation, you may need to import the public key in order to allow the rpm utility to verify the packages.


rpm --import https://unimrcp.org/keys/unimrcp-gpg-key.public


Packages for the APR, APR-Util and Sofia-SIP libraries must be installed first.


rpm -ivh uniapr-$aprversion-$packageversion.el$rhelversion.$arch.rpm

rpm -ivh uniapr-util-$apuversion-$packageversion.el$rhelversion.$arch.rpm

rpm -ivh unisofia-sip-$sofiaversion-$packageversion.el$rhelversion.$arch.rpm


Then, a package containing common data for the client and the server, and a package for the server should follow.


rpm -ivh unimrcp-common-$universion-$packageversion.el$rhelversion.$arch.rpm

rpm -ivh unimrcp-server-$universion-$packageversion.el$rhelversion.$arch.rpm


Next, a package containing the utility tool unilicnodegen, required for license deployment.


rpm -ivh unilicnodegen-$toolversion-$packageversion.el$rhelversion.$arch.rpm


Next, a package containing the libevent library.


rpm -ivh unilibevent-$libeventversion-$packageversion.el$rhelversion.$arch.rpm


Finally, a package containing the KaldiSR plugin should follow.


rpm -ivh unimrcp-kaldi-sr-$universion-$packageversion.el$rhelversion.noarch.rpm


4       Obtaining License

The KaldiSR plugin to the UniMRCP server is a commercial product, which requires a license file to be installed.

4.1      License Type

The following license types are available:



         Test and Development

4.2      Node Information

The license files are bound to a node the product is installed on. In order to obtain a license, the corresponding node information needs to be retrieved and submitted for generation of a license file.


Use the installed tool unilicnodegen to retrieve the node information.




As a result, a text file uninode.info will be saved in the current directory. Submit the file uninode.info for license generation to services@unimrcp.org by mentioning the product name in the subject.

4.3      License Installation

The license file needs to be placed into the directory /opt/unimrcp/data.


cp umskaldisr_*.lic /opt/unimrcp/data

5       Configuring Server and Plugin

5.1      Plugin Factory Configuration

In order to load the KaldiSR plugin into the UniMRCP server, open the file unimrcpserver.xml, located in the directory /opt/unimrcp/conf, and add the following entry under the XML element <plugin-factory>. Disable other recognition plugins, if available. The remaining demo plugins might also be disabled, if not installed.


<!-- Factory of plugins (MRCP engines) -->


<engine id="Demo-Synth-1" name="demosynth" enable="true"/>

<engine id="Demo-Recog-1" name="demorecog" enable="false"/>

<engine id="Demo-Verifier-1" name="demoverifier" enable="true"/>

<engine id="Recorder-1" name="mrcprecorder" enable="true"/>

<engine id="Kaldi-SR-1" name="umskaldisr" enable="true"/>



5.2      RTP Configuration

In order to support audio data sampled at 16 kHz, the corresponding codecs needs to be specified in the configuration file unimrcpserver.xml under the XML element <rtp-settings> as follows.


<rtp-settings id="RTP-Settings-1">

<codecs own-preference="false"> PCMU PCMA L16/96/8000 telephone-event/101/8000 PCMU/97/16000 PCMA/98/16000 L16/99/16000 telephone-event/102/16000</codecs>



For the basic verification test to work, similar settings should be specified in the client configuration file unimrcpclient.xml as well.


<rtp-settings id="RTP-Settings-1">

<codecs>PCMU PCMA L16/96/8000 telephone-event/101/8000 PCMU/97/16000 PCMA/98/16000 L16/99/16000 telephone-event/102/16000</codecs>




5.3      Logger Configuration

In order to enable log output from the plugin and set filtering rules, open the configuration file logger.xml, located in the directory /opt/unimrcp/conf, and add the following entry under the element <sources>.


<source name="KALDISR-PLUGIN" priority="INFO" masking="NONE"/>


5.4      KaldiSR Plugin Configuration

The configuration file of the plugin is located in /opt/unimrcp/conf/umskaldisr.xml. Default settings should be sufficient for generic use.


Note that, by using the default configuration settings, an instance of the Kaldi GStreamer server is supposed to be running on the same host as the UniMRCP server, having the following attributes.



<kaldi-server language="en-US" sampling-rate="16000" instance-count="auto" address="" port="8080"/>



Installation of the Kaldi GStreamer server is not covered in this document.


Refer to the Usage Guide for more information.


6       Validating Setup

Validate your setup by using the sample UniMRCP client and server applications on the same host. The default configuration and data files should be sufficient for a basic test.

6.1      Launching Server

Note: an instance of the Kaldi GStreamer server needs to be running prior starting the UniMRCP server.


Launch the UniMRCP server application.


cd /opt/unimrcp/bin



In the server log output, check whether the plugin is normally loaded.


[INFO] Load Plugin [Kaldi-SR-1] [/opt/unimrcp/plugin/umskaldisr.so]


Next, check for the license information.




-product name: umskaldisr

-product version: 1.0.0

-license owner: -

-license type: trial

-issue date: 2018-02-05

-exp date: 2018-03-07

-channel count: 2

-feature set: 0


Next, make sure that the plugin is successfully connected to the Kaldi GStreamer server.


[INFO] Received WS msg [57 bytes]

{"num_workers_available": 2, "num_requests_processed": 0}

[INFO] Set instance count to 2 for <>


6.2      Launching Client

Note: the optional package umc-addons must be installed for this test to work.


Launch the sample UniMRCP client application umc.


cd /opt/unimrcp/bin



Run a typical speech recognition scenario by issuing the command run bsr1 from the console of the umc client application.


run bsr1


This command sends a RECOGNIZE request to the server and then starts streaming a sample audio input file whatstheweatherlike.pcm to recognize.


Check for the NLSML results to be returned as expected.


<?xml version="1.0"?>


<interpretation grammar="builtin:speech/transcribe" confidence="0.50">

<instance>what's the weather like</instance>

<input mode="speech">what's the weather like</input>




Visually inspect the log output for any possible warnings or errors.


Note that utterances are stored in the var directory, if the corresponding parameter is enabled in the configuration file umskaldisr.xml and/or requested by the client.