This guide describes how to obtain and install binary packages for the Google Dialogflow (GDF) plugin to the UniMRCP server on Red Hat-based Linux distributions. The document is intended for system administrators and developers.
Instructions provided in this guide are applicable to the following versions.
UniMRCP 1.5.0 and above
UniMRCP GDF Plugin 1.0.0 and above
UniMRCP RPMs are currently available for x86_64 (64-bit) architecture only.
|Operating System||Released||End of Support|
|Red Hat / Cent OS 7||December 2017||TBA|
|Red Hat / Cent OS 8||January 2021||TBA|
Packages for other distributions can be developed and made available in the scope of an annual maintenance agreement.
UniMRCP binary packages are available to authenticated users only. In order to register a free account, please visit the following page.
A newly registered account needs to be verified by the user and then activated by the administrator prior further proceeding.
Account verification and activation.
The account credentials can be used to log in to the following websites.
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.
Configure a repository by creating a file /etc/yum.repos.d/unimrcp.repo with the following content.
[unimrcp] UniMRCP Packages for Red Hat / Cent OS-$releasever $basearch baseurl=https://username:email@example.com/repo/yum/main/rhel$releasever/$basearch/ enabled=1 sslverify=1 gpgcheck=1 gpgkey=https://unimrcp.org/keys/unimrcp-gpg-key.public [unimrcp-noarch] name=UniMRCP Packages for Red Hat / Cent OS-$releasever noarch baseurl=https://username:firstname.lastname@example.org/repo/yum/main/rhel$releasever/noarch/ enabled=1 sslverify=1 gpgcheck=1 gpgkey=https://unimrcp.org/keys/unimrcp-gpg-key.public
The username and password fields included in the HTTPS URI must be replaced with the corresponding account credentials.
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
In order to install the GDF plugin, including all the dependencies, use the following command.
yum install unimrcp-gdf
In order to install the additional data files for the sample client application umc, the following command can be used.
yum install umc-addons
This package is optional and provides additional data to be used for validation of basic setup.
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:
The following is a list of UniMRCP RPM packages required for the installation of the GDF plugin.
|unimrcp-gdf||GDF plugin to the server.|
|unigrpc||UniMRCP edition of the gRPC library.|
|umc-addons||Sample en-US data files used with umc. [Optional]|
|unilicnodegen||Node information retrieval tool, required for license deployment.|
|unimrcp-server||Shared library and application of the server.|
|unimrcp-client||Shared libraries and sample applications of the client. [Optional]|
|unimrcp-demo-plugins||Set of demo plugins to the server. [Optional]|
|unimrcp-common||Data common for the client and the server.|
|uniapr||UniMRCP edition of the Apache Portable Runtime (APR) library.|
|uniapr-util||UniMRCP edition of the Apache Portable Runtime Utility (APR-Util) library.|
|unisofia-sip||UniMRCP edition of the Sofia SIP library.|
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.$arch.rpm
Next, a package containing the gRPC library.
rpm -ivh unigrpc-$grpcversion-$packageversion.el$rhelversion.$arch.rpm
Finally, a package containing the GDF plugin should follow.
rpm -ivh unimrcp-gdf-$universion-$packageversion.el$rhelversion.noarch.rpm
The GDF plugin to the UniMRCP server is a licensed software.
In order to obtain a trial license, node information must be retrieved and submitted for license generation.
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.
Consider the following procedure to place an order.
- Navigate to https://unispeech.io/gdf.
- Under the section Obtain License, select
- License Variation: Trial
- License Term: 30-day
- License Type: Node-bound
- License Quantity: 2
Ther orders are normally processed within one business day. A license file will be provided as a result.
The license file needs to be placed into the directory /opt/unimrcp/data.
cp umsgdf_*.lic /opt/unimrcp/data
In order to utilize the Google Cloud Dialogflow API, a corresponding service account credentials file needs to be retrieved from the Google Cloud Platform Console and further installed to the UniMRCP server.
Create a project in the Google Cloud Platform Console, if not already created. Projects allow to manage all Google Cloud Platform resources, including deployment, access control, billing, and services.
- Open the Cloud Platform Console
- In the drop-down menu at the top, select a project My First Project created by default or create a new project.
Enable billing for your project, if not already enabled. Enabling billing allows the application to consume billable resources such as Dialogflow API calls. See Cloud Platform Console Help for more information about billing settings.
In the Google Cloud Platform Console, navigate to API & Services and enable the Dialogflow API.
Download a service account credentials file.
- In the Google Cloud Platform Console, navigate to API & Services > Credentials > Create credentials > Service account key
- Under Service account, select New service account.
- Under Service account name, enter a service account name of your choice. For example, accessor.
- Under Role, select Project > Owner. To better understand the Cloud IAM roles that you can grant to your service account to access Cloud Platform resources, check out the following page.
- Under Key type, leave JSON selected.
- Click Create to create a new service account and download the json credentials file.
The downloaded json credentials file needs to be placed into the directory /opt/unimrcp/data.
cp *.json /opt/unimrcp/data
In order to load the GDF 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 demo plugins for other resources can also be disabled.
<!-- Factory of plugins (MRCP engines) --> <plugin-factory> <engine id="Demo-Recog-1" name="demorecog" enable="false"/> <engine id="GDF-1" name="umsgdf" enable="true"/> </plugin-factory>
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="GDF-PLUGIN" priority="INFO" masking="NONE"/>
The configuration file of the plugin is located in /opt/unimrcp/conf/umsgdf.xml. Default settings should be sufficient for the general use.
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.
Follow the instructions to import a sample Dialogflow room reservation agent.
In order to identify the Dialogflow agent, an associated project ID must be specified in the configuration file of the plugin, located in /opt/unimrcp/conf/umsgdf.xml.
<streaming-recognition interim-results="false" language="en-US" max-alternatives="1" project-id="abcdefgh-ijklmn-123456" />
Launch the UniMRCP server application.
cd /opt/unimrcp/bin ./unimrcpserver
In the server log output, check whether the plugin is normally loaded.
[INFO] Load Plugin [GDF-1] [/opt/unimrcp/plugin/umsgdf.so]
Next, check for the license information.
[NOTICE] UniMRCP GDF License -product name: umsgdf -product version: 1.0.0 -license owner: Name -license type: trial -issue date: 2017-12-28 -exp date: 2018-01-27 -channel count: 2 -feature set: 0
Next, check for the service account credentials.
[NOTICE] Set Google App Credentials /opt/unimrcp/data/My First Project-a78…c15.json
The optional package umc-addons must be installed for this test to work.
Launch the sample UniMRCP client application umc.
cd /opt/unimrcp/bin ./umc
Run a typical speech recognition scenario by issuing the command run gdf1 from the console of the umc client application.
This command sends a RECOGNIZE request to the server and then starts streaming a sample audio input file bookroom.pcm to recognize.
Check for the NLSML results to be returned as expected.
<?xml version="1.0"?> <result> <interpretation grammar="builtin:speech/transcribe" confidence="1"> <instance> <query_text>book a room</query_text> <action>room.reservation</action> <parameters> <guests></guests> <duration></duration> <location></location> <time></time> <date></date> </parameters> <fulfillment_text>I can help with that. Where would you like to reserve a room?</fulfillment_text> <fulfillment_messages> <text> <text>I can help with that. Where would you like to reserve a room?</text> </text> <platform>FACEBOOK</platform> </fulfillment_messages> <fulfillment_messages> <text> <text>I can help with that. Where would you like to reserve a room?</text> </text> </fulfillment_messages> <output_contexts> <name>projects/abcdefgh-ijklmn-123456/agent/sessions/ee86f76015ee5943/contexts/e8f6a63e-73da-4a1a-8bfc-857183f71228_id_dialog_context</name> <lifespan_count>2</lifespan_count> <parameters> <duration></duration> <guests></guests> <location></location> <time></time> <date></date> <duration_original></duration_original> <time_original></time_original> <guests_original></guests_original> <location_original></location_original> <date_original></date_original> </parameters> </output_contexts> <output_contexts> <name>projects/abcdefgh-ijklmn-123456/agent/sessions/ee86f76015ee5943/contexts/room_reservation_dialog_params_location</name> <lifespan_count>1</lifespan_count> <parameters> <guests></guests> <duration></duration> <location></location> <time></time> <date></date> <duration_original></duration_original> <time_original></time_original> <guests_original></guests_original> <location_original></location_original> <date_original></date_original> </parameters> </output_contexts> <output_contexts> <name>projects/abcdefgh-ijklmn-123456/agent/sessions/ee86f76015ee5943/contexts/room_reservation_dialog_context</name> <lifespan_count>2</lifespan_count> <parameters> <duration></duration> <guests></guests> <location></location> <time></time> <date></date> <duration_original></duration_original> <time_original></time_original> <guests_original></guests_original> <location_original></location_original> <date_original></date_original> </parameters> </output_contexts> <intent> <name>projects/abcdefgh-ijklmn-123456/agent/intents/e8f6a63e-73da-4a1a-8bfc-857183f71228</name> <display_name>room.reservation</display_name> </intent> <intent_detection_confidence>1</intent_detection_confidence> <diagnostic_info> </diagnostic_info> <language_code>en-us</language_code> </instance> <input mode="speech">book a room</input> </interpretation> </result>
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 umsgdf.xml and/or requested by the client.