Jun 29, 2023
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Service categories
Service Lines
Web Development
Domain focus
Real Estate
Challenge
The Zima custom smart voice assistant offers a solution for seamless smart home integration and control. Our client initially sought to implement a smart home system using Siri but encountered limitations in integration with devices outside of the Apple ecosystem.
To address these limitations, we have developed Zima using a Raspberry Pi and a 4-microphone Respeaker for optimal voice recognition and command processing. The system utilizes the K-nearest neighbors algorithm and Vord to Vec library for advanced voice command understanding and intention detection.
The Zima custom smart voice assistant offers a solution for seamless smart home integration and control. Our client initially sought to implement a smart home system using Siri but encountered limitations in integration with devices outside of the Apple ecosystem.
To address these limitations, we have developed Zima using a Raspberry Pi and a 4-microphone Respeaker for optimal voice recognition and command processing. The system utilizes the K-nearest neighbors algorithm and Vord to Vec library for advanced voice command understanding and intention detection.
Solution
The Zima voice assistant offers a wide range of capabilities, including integration with messaging apps, Spotify, calendar and task management, and control of smart devices. Additionally, Zima can handle complex home scenarios such as playing music on TV upon arrival, clearing the hallway during inclement weather, and tracking the user's state in the home.
The Zima voice assistant offers a wide range of capabilities, including integration with messaging apps, Spotify, calendar and task management, and control of smart devices. Additionally, Zima can handle complex home scenarios such as playing music on TV upon arrival, clearing the hallway during inclement weather, and tracking the user's state in the home.
Results
Overall, Zima offers a customizable and advanced solution for smart home voice control, surpassing the limitations of existing options such as Siri.
Technical Stack we used:
Python, Pytorch, Whisper.ai, WordToVec, Grpc
Overall, Zima offers a customizable and advanced solution for smart home voice control, surpassing the limitations of existing options such as Siri.
Technical Stack we used:
Python, Pytorch, Whisper.ai, WordToVec, Grpc