Introduction: RaspiAsteriskGoogle - Run Google Voice Assistant Via Asterisk PBX on Pi

Picture of RaspiAsteriskGoogle - Run Google Voice Assistant Via Asterisk PBX on Pi

OVERVIEW

2017-06-16 Updated for v0.3.x Google Assistant API

This project is a proof-of-concept using Asterisk PBX, running on a Raspberry Pi, interfaced to Google Assistant™ Voice Service SDK & API.

Using a SIP Phone or SoftPhone, the user dials into their Raspberry Asterisk PBX extension and follows the prompts to speak questions which are sent to Google Assistant Voice Service. Responses are spoken back over the phone. No Google Home™ required.

The Google Assistant SDK lets you add voice control, natural language understanding and Google’s smarts to your devices. Your device captures an utterance (a spoken audio request, such as What's on my calendar?), sends it to the Google Assistant, and receives a spoken audio response in addition to the raw text of the utterance.


For PDF document of these instructions & all code, see:
https://github.com/rgrokett/RaspiAsteriskGoogle

I used a Perl AGI script and SOX to convert the audio formats and send & receive the audio files via Google’s python Google Assistant SDK via the Internet.

Google offers a free developer preview of this service but does require signing up for a Google Developer Account (at no charge).

As this is only a proof-of-concept, it does meet their developer requirements for private, non-commercial use. The primary limitation is that you cannot connect an external telephone number to this for use as an inbound service currently, unless you can meet their terms of service (i.e. paid service).

Importantly, this proof-of-concept has not been optimized to reduce overhead and improve response time. But for a single user demo, the Raspi Pi and Google Assistant does work, if not quite as good as Amazon’s Alexa™ voice service for Raspberry. See my RaspiAsteriskAlexa app on Github. https://github.com/rgrokett/RaspiAsteriskAlexa

If you already have the RaspiAsteriskAlexa project running, this Google Assistant project can run on the same Raspberry Pi at the same time.

Step 1: Requirements

NOTE: Although this works on a Raspi Zero W, it runs much better on a Raspberry Pi 3.

This project assumes some knowledge of Raspian command-line, SSH and some beginning knowledge of Asterisk PBX. It also assumes you have a Raspberry Pi configured with Raspian Jessie (Lite version is fine!) and connected to your network. This does not require a GUI on the Pi, so assumes headless operation and a login prompt, terminal or SSH access.

Step 2: Asterisk PBX Configuration on Pi

Picture of Asterisk PBX Configuration on Pi

The Pi needs outbound Internet access but the Asterisk PBX does NOT need any external SIP Voice Provider. This project does not use inbound or outbound voice calls.

If you have never used Asterisk, you probably should look up some Asterisk tutorials. Though, most of the information isn’t needed here. http://www.asterisk.org/

Note that this does NOT use the “FreePBX for Raspberry Pi” package, but instead just uses the Raspian command line install version.

This project should be done on a CLEAN RASPIAN JESSIE installation. Using an existing installation may have had modifications that impact Asterisk or the Google SDK.

1) Install an Asterisk PBX on your Raspberry Pi:

$ sudo apt-get update
$ sudo apt-get upgrade
$ sudo apt-get install asterisk git

This installs quite a few dependencies, so can take a while!

2) Retrieve the project files from Github: (https://github.com/rgrokett/RaspiAsteriskGoogle)

$ cd /home/pi
$ git clone https://github.com/rgrokett/RaspiAsteriskGoogle.g...

3) Update the Asterisk PBX to add the SIP and Extension entries used by this project.

$ cd /home/pi/RaspiAsteriskGoogle
$ bash ./install.sh

NOTE:

  • You will see “No client_secret.json…” and “No Google API OAUTH…” error messages, as these are set up later. Just ignore them for the moment.
  • It is OK to execute the install.sh script more than once. It will verify installation.

Step 3: Add a VOIP (SIP) Phone to Asterisk PBX

Picture of Add a VOIP (SIP) Phone to Asterisk PBX

4) Add a SIP Phone to your Asterisk. Since there are many ways to do this, I am showing a generic configuration. Each phone has different options, but this should be all that is needed.

See the “Requirements” section, previously, for SIP (VOIP) softphones. (PC based software. Requires headset with microphone) or use a physical VOIP telephone, such as the Grandstreams avail from Amazon. The cheap ones under $50 are fine for this.

This is adding a SIP phone with extension number 5310 to Asterisk. Remember, this does NOT include inbound or outbound calling. Only internal calls.

Configure your SIP Phone with the options below. Most other phone options are not used, so can usually be ignored.

SIP Phone options:

SIP Proxy Server: 192.168.1.XX <- The IP Address of your Raspi Pi $ hostname –I Domain/Realm/Registration: Username: 5310 Password: {blank}

Note that you enter the SIP Proxy IP (i.e. your Pi’s IP address) into the EXTENSION portion of your phone. (Some phones have multiple extensions, but this project needs only 1.)

5) Go off-hook with your SIP/VOIP Phone and see if you can get dial tone.

If so, try dialing 1000# on your VOIP Phone. You should get a built-in demo.

Debugging:
If you don’t get dial tone, your SIP Phone isn’t registering to your Asterisk server. Try the following: a. Reboot the Raspberry and then the SIP phone to see if they reconnect. b. Verify the files above are edited correctly. c. Access Asterisk from command line: $ sudo asterisk –r CLI> sip show peers This should show your sip phone’s IP and status Watch out for firewalls, particularly if using a softphone! d. Verify IP addresses of the Sip Phone and Raspi and be sure you can ping the phone from the Raspi. e. If still an issue, turn on SIP Debugging: CLI> sip set debug on This will display SIP connection attempt messages. If you see nothing after a few minutes, then your SIP Phone isn’t even trying to talk to Asterisk. You need to dig into the SIP Phone’s setup instructions. f. Asterisk log messages go to /var/log/asterisk/messages. But note there can be lots of nasty looking messages, most are for unused/unneeded features. So it can be difficult to decipher. g. Google is your friend. Cut/paste any error messages you see into it to learn more!

Step 4: Google Assistant SDK Install

If you have successfully gotten dial tone and the “Congratulations” demo, then you now have a working Asterisk PBX!

Now you need to create a (free) account on Google Developers site and install their Python Google Assistant SDK for Raspberry Pi.

Excerpted from Google Assistant SDK Getting Started with the Raspberry Pi and Python:
https://developers.google.com/assistant/sdk/protot...

Configure a Google Developer Project

1) Go to Google Projects Page: https://console.cloud.google.com/project

You may need to create a Google Developers account or use your existing Google (gmail) account credentials to log in.

2) Create a new project called “AsteriskSpeechAPI” (or any desired name you wish)

3) Enable the Google Assistant API for the project you selected:

https://console.developers.google.com/apis/api/emb...

Click Enable

4) Create an Oauth Client ID with following steps:

a) Create the client ID: https://console.developers.google.com/apis/creden...

b) If asked, give the same project name above for the product name on the OAuth consent screen tab and click Save.

c) Click Other and give the client ID a name (again, same as above is fine).

d) Click Create. A dialog box will appear that shows you a client ID and secret.

No need to remember or save this, just close the dialog

e) Click the down arrow on the far right of the screen to download the client ID and secret as a JSON file called (client_secret_XXXX.json)

(To re-retrieve the credentials again, go to the Google Assistant API Manager, step 3 above, and select Credentials and click the download icon for your project.)

f) Copy the client_secret_XXXX.json file to /home/pi/client_secret.json on your Raspi.

(Renaming it to just client_secret.json)

You can use cut/paste to do this, if you like:

$ cd /home/pi
$ nano /home/pi/client_secret.json

Paste into the editor and save

5) Google requires you to share certain activity data with Google to use their SDK. The Assistant needs this information to function properly. (You can turn off again once you no longer want to use the Assistant SDK.)

a) Go to Activity Controls page: https://myaccount.google.com/activitycontrols

b) Set the following ON (blue):

• Web & App Activity
• Location History • Device Information • Voice & Audio Activity

Step 5: Install & Compile Google Assistant SDK for Pi

1) Get the Google Assistant Python SDK software and install:
On your Raspi, execute the following:

sudo apt-get update
sudo apt-get install python-dev sudo apt-get install portaudio19-dev libffi-dev libssl-dev sudo apt-get install python-pip sudo python -m pip install --upgrade PySocks sudo python -m pip install --upgrade google-auth-oauthlib[tool] sudo python -m pip install --upgrade google-assistant-sdk

NOTE: On a Pi Zero, this compiles for about an hour or more with lots of messages!

Once finished, reboot your Pi:

$ sudo reboot

Step 6: Set Up a Google OAUTH Authorization

1) On your Pi, execute following:

$ python -m google-oauthlib-tool --client-secrets /home/pi/client_secret.json --scope https://www.googleapis.com/auth/assistant-sdk-prototype --save --headless

You should see something like:

Please go to this URL: https://... Enter the authorization code:

Copy the long URL it returns and paste it into your browser (any browser on any PC).

Select the account you used to set up your project.

After you approve, a code will appear in your browser, such as "4/XXXX". Copy this and paste this code into the Raspi terminal. It should display as shown below:

credentials saved (and a path)

If instead it displays: InvalidGrantError then an invalid code was entered. Try again, taking care to copy and paste the entire code.

This saves your oauth token into /home/pi/.config/googlesamples-assistant/assistant_credentials.json

Step 7: Test the Google Assistant SDK

1) Execute the test program:

<p>$ cd /home/pi/RaspiAsteriskGoogle<br>$ bash ./test.sh</p>

You should see something like below.

If successful, this would have sent a pre-recorded
audio file in.wav to Google Assistant and received back an audio file out.wav response. You can copy these to a PC to play or play them on a Raspi that has speakers attached.

Found client_secret.json OK
Found OAUTH assistant_credentials.json OK Sending sample to Google Assistant API...

DEBUG:google.auth.transport.requests:Making request: POST https://accounts.google.com/o/oauth2/token DEBUG:urllib3.connectionpool:Starting new HTTPS connection (1): accounts.google.com DEBUG:urllib3.connectionpool:https://accounts.google.com:443 "POST /o/oauth2/token HTTP/1.1" 200 None INFO:root:Connecting to embeddedassistant.googleapis.com INFO:root:Recording audio request. DEBUG:root:ConverseRequest: config { audio_in_config { encoding: LINEAR16 sample_rate_hertz: 16000 } audio_out_config { encoding: LINEAR16 sample_rate_hertz: 16000 volume_percentage: 50 } }

DEBUG:root:ConverseRequest: audio_in (6400 bytes) DEBUG:root:ConverseRequest: audio_in (6400 bytes) DEBUG:root:ConverseRequest: audio_in (6400 bytes) DEBUG:root:ConverseRequest: audio_in (6400 bytes) DEBUG:root:ConverseRequest: audio_in (6400 bytes) DEBUG:root:ConverseRequest: audio_in (6400 bytes) DEBUG:root:ConverseRequest: audio_in (6400 bytes) DEBUG:root:ConverseRequest: audio_in (6400 bytes) DEBUG:root:ConverseRequest: audio_in (4096 bytes) DEBUG:root:ConverseRequest: audio_in (3200 bytes) …(more)

DEBUG:root:ConverseResponse: event_type: END_OF_UTTERANCE

INFO:root:End of audio request detected DEBUG:root:ConverseResponse: result { spoken_request_text: "what is the current weather" }

DEBUG:root:ConverseRequest: audio_in (3200 bytes) INFO:root:Transcript of user request: "what is the current weather". INFO:root:Playing assistant response. DEBUG:root:ConverseResponse: result { conversation_state: "\n&C#590…6f7-0000-2231-932c-94e…3c9ba\022\270\001Kj93Nlg1eVpmWWMGlLSURpYUpWdkpXb2hRUW43YnNIcmdBQUFDQ1RjV0… " microphone_mode: CLOSE_MICROPHONE }

DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) DEBUG:root:ConverseResponse: audio_data (1600 bytes) …(more) DEBUG:root:ConverseResponse: audio_data (1044 bytes) INFO:root:Finished playing assistant response.

AUDIO FILES: -rw-r--r-- 1 pi pi 55340 Apr 30 17:02 in.wav -rw-r--r-- 1 root root 252288 May 1 14:51 out.wav

If you have AUDIO on this Pi: Verify Audio with: $ speaker-test -t wav Playback audio from Google: $ aplay --format=S16_LE --rate=16k --file-type=wav out.wav

Step 8: You Are Now Ready to Try Out Your Asterisk PBX With Google Assistant!

1. Rerun the install.sh script again to be sure the OAUTH and client JSON are OK:

$ cd /home/pi/RaspiAsteriskGoogle
$ bash ./install.sh

2. Reboot your Raspberry Pi.

3. Using your SIP Phone, dial 6666#

You should dial tone, ringing and then audio prompts.

If you do, GREAT! Try any questions to Google:

· What time is it?

· What is the weather in Atlanta, Georgia?

· How big is the Earth?

· What time is it in London, England?

· Tell me a Joke

· Etc…

NOTE: On the Pi Zero, there is a 5 to 7 second delay for responses due in part to the python SDK API overhead. A faster Pi will reduce this.

Just hang up when done. It will reset automatically.

Step 9: TROUBLESHOOTING GUIDE

1) You did get dial tone and able to call the Asterisk demo (1000#) didn’t you?

2) Turn on Debug mode in AGI program:

$ cd /home/pi/RaspiAsteriskGoogle<br>$ nano google.agi
Change my $debug = 0;
To my $debug = 1;
Save
$ bash ./install.sh

3) Access Asterisk CLI to debug:

$ sudo asterisk -r
CLI> agi set debug on CLI> core set debug 4

4) Make a call to 6666# again and watch the messages.

5) You can look at /home/pi/RaspiAsteriskGoogle/google.agi for matching debug messages to code. Note that Asterisk displays lots of extra debug info beyond the messages

If you make changes to the Asterisk extensions.conf or sip.conf, you should restart Asterisk

CLI> core restart now

If you make changes to google.agi, execute the install script again to install

$ bash ./install.sh

6) If the phone rings w/o answer, then extensions.conf has a problem in the 6666 section.

If you manually edited extensions.conf, you must reload using

CLI> dialplan reload

7) If the phone answers but no audio, verify that the files in the asterisk directories are owned by asterisk userid:

sudo chown asterisk:asterisk /usr/share/asterisk/agi-bin/google.agi

sudo chown asterisk:asterisk /usr/share/asterisk/sounds/custom/google*.sln

8) Look for audio files created in “/tmp” directory:

$ ls -l /tmp<br>-rw-rw---- 1 asterisk asterisk 32266 May  3 02:01 google_audio3424_8k.sln
-rw-rw---- 1 asterisk asterisk 73004 May  3 02:01 google_audio3424_in.wav
-rw-rw---- 1 asterisk asterisk 64576 May  3 02:01 google_audio3424_out.wav
-rw-rw---- 1 asterisk asterisk  6124 May  3 02:01 google_audio3441.wav
google_audio3441.wav -- Audio of your question
google_audio3424_in.wav    -- Audio formatted for Google
google_audio3424_out.wav   -- Audio response from Google
google_audio3424_8k.sln    -- Audio formatted for Asterisk

9) If you get no response back from Google for your question, run the test.sh script again to verify the OAUTH token and SDK are good.

$ bash ./test.sh

If all else fails, step back thru the commands above to be sure you didn’t miss a step! There are many steps, so it’s easy to accidentally skip one.

Step 10: RESULTS

I have found that the speech recognition of Google Assistant

is excellent when used with a SIP telephone and Asterisk PBX. The recognition appears to be quite good whether on a handset or speakerphone. The Raspberry Pi Zero is able to handle the Asterisk audio processing but is slow in running the SDK. Of course, the wide range of question/answers that Google Assistant can handle is equivalent to Google Home™ , without the Home control or Wake Word functions.

Watch the Google Assistant SDK developers website for future updates!

https://developers.google.com/assistant/sdk/

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