Here’s How Siri Works on the HomePod

Today Apple published an entry in its Machine Learning Journal that explains how Siri works on the HomePod.


[Apple’s Siri Might Protect Us From Machine Learning Misused Against Us]


Optimizing Siri on HomePod in Far-Field Settings


The entry, written by the audio software engineering team with the Siri speech team, reveals why Apple has been focusing a lot on machine learning lately. A far-field setting means people using Siri on the HomePod from a distance, like the opposite end of the room. Specifically, the teams discuss two things:



  • Mask-based multichannel filtering using deep learning to remove echo and background noise

  • Unsupervised learning to separate simultaneous sound sources and trigger-phrase based stream selection to eliminate interfering speech


 in its Machine Learning Journal that explains how Siri works on the HomePod Here’s How Siri Works on the HomePod


Although the journal entry is highly technical in nature, it’s a fascinating glimpse into the technology underpinning the HomePod.


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