Voice assistants like Amazon Alexa or Google Assistant allow to control numerous functionalities in the smart home via spoken language. For many people, however, such a cloud-based solution is out of the question due to considerable concerns about security, data protection and privacy, although they would like to use the functionality of voice control.
The implementation of a local «offline» voice assistant (which does not require any internet access) with open source tools is a solution to eliminate these security concerns and to exploit the potential of this interested customer group.
This workshop will show what is currently possible with open source tools. By the end of the workshop the participants should know how to build a local voice assistant.
Tutorial Outline (half-day event)
- Welcome / Introduction
- Introduction to the architecture and components
- Voice Interface
- Speech Recognition
- Natural Language Understanding
- Dialog Management
- Speech Synthesis
- How to implement an End-to-end voice assistant with Rasa and Mozilla (Mozilla DeepSpeech + Mozilla TTS) open source tools
- Further alternatives (open source) to build a local voice assistant
- Outlook & Discussion
Target Audience & Requirements
We target a broad audience interested in the implementation of a local voice assistant. The code examples we show are implemented in python, so it’s good to have intermediate python skills.
iHomeLab, Research Center for Building Intelligence, Lucerne University of Applied Sciences and Arts
Guido Kniesel, Senior Researcher
Education: Computer Science with emphasis on Artificial Intelligence, University of Applied Science Berlin / City College of New York, Higher National Diploma, 1994
Professional Experience: Research & Development in the areas of Smart Energy Management, Active Assisted Living and Internet of Things. Topics: Machine Learning / Deep Learning / Natural Language Processing (NLP) / Non-Intrusive Load Monitoring (NILM) / Project Management
Note: Depending on the number of participants a second instructor will participate.