Say NO to predefined scripting using Speech based automation

  • Don't get tripped up by thinking of the wrong kind of artificial intelligence (AI) when it comes to testing scenarios.
  • To ensure the creation of a successful speech recognition engine, using enough high-quality data to train machine learning algorithms is paramount.
  • Even where an algorithm has been built correctly, its performance still very much depends on the accuracy of the datasets it was trained with.
  • In always striving for accuracy with our services while serving a number of different industries, we are able to continuously train our automatic speech recognition technology with incredibly precise data sets.
  • AI/ML can be leveraged in the number of areas and scenarios to solve and help in our day to day testing activities.
  • This talk would discuss about AI/ML, its impact, some existing solutions available to deal with it.
  • This session will prove to you that, anyone just interested to learn about AI can get started on this journey.

Use Case:

In this prototype we are using speech to text recognition which will inturns
help to perform respective actions on particular web element.

1. Speech based automation framework
2. Framework written in java
3. Use of weak AI for speech to text conversion
4. Use of grammatical files for training data set

 
 

Outline/Structure of the Demonstration

  • Understanding AI/ML
  • AI solutions in Test
  • AI Unexplored Areas in Test
  • How to train program with dataset
  • Discussion on prototype
  • Areas of improvement

Learning Outcome

Understanding of AI-ML and how it will be helpful in automation industries.

Target Audience

QA engineers, Developers

Prerequisites for Attendees

Selenium or Appium experience

schedule Submitted 10 months ago

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    • Simon Stewart
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      Simon Stewart - Selenium: State of the Union

      Simon Stewart
      Simon Stewart
      Project Lead
      The Selenium Project
      schedule 9 months ago
      Sold Out!
      45 Mins
      Keynote
      Intermediate

      What's the latest in the world of Selenium since the last SeleniumConf? In this talk, we'll cover Selenium 4, how the project is run, how you can participate, reminiscing on the Old Days, and reflect on something that at first doesn't appear to be related to Selenium, yet is intimately related to it.