In the previous blog we spoke about implementing Google Assistant on a DragonBoard using the recently released Google Assistant Software Development Kit, the hardware required and gave a roadmap for implementing the same.
In today’s blog we will discuss the steps required in order to set up the project. First, we will talk about the hardware requirements and the setup. Then, we will learn how to configure a developer project on Google Cloud Platform and change the account settings for your google account. Once that is done, we will proceed with the software dependencies and finally, discuss how to integrate the project onto our development board. This blog will guide you through all of these steps in as much detail as possible. So let’s get right to it!
- DragonBoard410c with access to internet
- Keyboard, mouse and a monitor
- USB Microphone
- Bluetooth ® wireless technology Speakers
Interface hardware with the DragonBoard
To begin hardware connections, make sure the DragonBoard is powered off. Connect the USB Microphone onto one of the USB ports on the DragonBoard. If you are using USB Speakers, connect them as well. Since the DragonBoard has two USB ports, you may use a USB hub in order to connect the input devices such as mouse and keyboard. Then connect the monitor using the HDMI port and power on the DragonBoard 410c with 96Boards compliant power supply.
If you want to use Bluetooth speakers, keep them switched on. When the system boots, open Bluetooth Manager from the Application Menu. Click on search so that the DragonBoard can start scanning for nearby devices. Once the device appears, right click on it and select pair. Finally, after pairing, click on connect. To make sure the microphone and speakers are connected successfully, go to Application Menu - Sound & Video - PulseAudio Volume Control and check the input and output devices.
Configure a Developer Project
Google Cloud Platform is a service that allows one to build and host a number of projects, applications and more. Also, since it provides a $300 credit for users, we don’t have to worry about paying for this project. A Developer project basically gives your device access in order to use the Google Assistant API. It tracks quota usage and gives you valuable metrics for the requests made from your device.
In order to proceed with the further steps, you will have to have a Google Account.
- Go to the the projects page on Google Cloud Platform and create a new project.
- In the API manager page search for the Google Assistant API and Enable it.
- Now we will create an OAuth Client ID. Select ‘Others’ and provide a product name and proceed to save. After you click on create, it will generate a dialog box with the client ID and secret. Next to the clientID, click on the download (⬇) button and save the .json file in working directory of the DragonBoard.
Account settings for Google Account
Now, let’s go ahead and set activity control settings for the google account.
Open the Activity Controls Page and ensure that all of these switches are turned on. We will need each of these for the proper functioning of the project since they give google access to required information
- Web and App Activity
- Location History
- Device Information
- Voice and Audio Activity
First, we will begin with updating the already available packages and install the newer versions of packages we have. Run the following commands to do the same.
$ sudo apt-get update $ sudo apt-get upgrade
The reference code provided by Google is written in Python, so install the latest version of Python. PIP is basically a package manager which is used to install packages that are written in Python. A virtual environment allows creation of isolated environments to download dependencies that are required for a project.
$ sudo apt-get install python3 $ python -m pip install virtualenv $ virtualenv venv $ source venv/bin/activate $ python -m pip install --upgrade pip $ python -m pip install --upgrade pip setuptools
gRPC is a modern open source high performance RPC framework that can run in any environment. This framework is supports bidirectional audio streaming. You can find more documentation on gRPC here.
$ python -m pip install grpcio $ python -m pip install grpcio-tools
So these are all the packages we will be using for this application. Now let’s take a look at the final step which allows us to implement the application onto the DragonBoard.
Integrating the assistant onto the DragonBoard
Google has provided a sample code which we will be using for our project. Run the following commands in order to clone the sample project repository and move the code into a new directory called new-project.
$ git clone https://github.com/googlesamples/assistant-sdk-python $ cp -r assistant-sdk-python/google-assistant-sdk/googlesamples/assistant/grpc new-project $ cd new-project
To proceed, we need to authorize our device to talk to the Google Assistant using the Google Account. The Assistant SDK uses OAuth 2.0 access tokens to authorize your device to connect with the Assistant. First, we install the authorization tool. Then run the tool using the json file that was downloaded earlier. Make sure the path to the json file is correct.
$ pip install --upgrade google-auth-oauthlib[tool] $ google-oauthlib-tool --client-secrets path/to/client_secret_XXXXX.json --scope https://www.googleapis.com/auth/assistant-sdk-prototype --save --headless
Install the final two dependencies.
$ sudo apt-get install portaudio19-dev libffi-dev libssl-dev $ pip install --upgrade -r requirements.txt
The directory contains a python file called audio_helpers.py. The code basically records an audio clip for five seconds and plays it back.
$ python audio_helpers.py
Finally, run the push to talk sample. The sample records a voice query after a keypress and plays back the Google Assistant’s answer:
$ python -m pushtotalk
Now, this one bothered me for a while so I will talk about it first. If there is an error that says a certain package is missing, check the path of the imported packages in the code and make sure they are in the right place.
This one helps us do a simple speaker and microphone test, just to make sure that the hardware is functional.
$ speaker-test -t wav $ arecord --format=S16_LE --duration=5 --rate=16000 --file-type=raw out.raw $ aplay --format=S16_LE --rate=16000 --file-type=raw out.raw
Finally, if you are experiencing choppy audio or any discontinuities in the responses, these commands should help. They basically adjust the sound device’s block size.
The appropriate size depends on the hardware so you may have to try more than one to get it right. For example 0,1024, 2048, 3200, 4096.
$ python pushtotalk.py --audio-block-size=0
So there you have it, your own Google Assistant working on a DragonBoard! You can go through the Google Assistant gRPC API documentation and try some more things by modifying the sample code in order to customize how the device interacts with Google Assistant.
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