Edge Impulse for Consumer Audio Applications

5th April 2022 @ 13.00 - 16.00

Edge Impulse allows you to build advanced embedded machine learning applications without a PhD. With Edge Impulse, developers are shipping modern wearables that can observe and analyze the human body and its surroundings, to deliver new experiences from untapped product data.

During this practical workshop, we will look at features such as wake word detection, head tilt volume control, gesture control and acoustic event detection. 

Form: Webinar/ Virtual Workshop

Date: 5th April 2022

Time: 13.00 – 16.00

Place: Online via Zoom

Price: Free 

Language: English

If you have questions about signing up, please contact Murielle De Smedt, mds@danishsound.org


Participant profile:

  • DSP Engineers
  • Audio programmers
  • Researchers
  • Students
  • Anyone wishing to get started with machine learning

You will need:

  • Computer with edge impulse installed
  • A mobile phone to test on

This workshop will be led by Jenny Plunkett

Jenny Plunkett is a Texas Longhorn and software engineer, working as a Senior Developer Relations at Edge Impulse. Since graduating from The University of Texas she has been working in the IoT space, from customer engineering and developer support for Arm Mbed to consulting engineering for the Pelion device management platform.



Edge Impulse is ushering in the future of embedded machine learning by empowering developers to create and optimize solutions with real-world data. We are making the process of building, deploying, and scaling embedded ML applications easier and faster than ever, unlocking massive value across every industry, with millions of developers making billions of devices smarter.

What will happen during the workshop?

Participants will learn what embedded machine learning is, how to collect and label a high-quality and robust dataset for an audio keyword spotting use case (similar to “OK Google”), build and train the model, and finally deploy the model to their mobile phone to experience real-time edge AI on their own device in just a few minutes.

What will you learn? 

    • Learn how embedded ML gives real-time insights into audio data streams for keyword spotting purposes
    • Build your first embedded ML model in real-time
    • Gain insight into the types of problems ML solves, then build better products
    • Learn how to take your ideas to production and scale through complete MLOps

Do I need to have experience to join? 

A basic understanding of audio data and/or audio signal processing is a bonus, but not required.

Go to Edge Impulse’s Website 

Read about Edge Impulse and Wearables here.

When you participate in this event, your time will be used as co-financing for the Innovation Power Project, which is funded by the Danish Business Promotion Board and the Danish Agency for Education and Research at a standard rate. Read more about Innovationskraft  HERE

This event was created in collaboration with IDA Embedded. The participant list of this event will be shared with IDA for statistical use only. 

Danish Sound Cluster

Hold dig opdateret

Tilmeld vores nyhedsbrev: