November 17, 2020
Introducing ai3-nano™: The gold standard in sound recognition, now at 40kB
I’m delighted to announce the arrival of ai3-nano™ – the most compact sound recognition software platform in the world. It is designed to run at the edge on incredibly constrained devices like true-wireless earbuds or products required to run in always-on mode, such as smartphones, where power efficiency is critical.
ai3-nano™ provides remarkable sound recognition performance at an incredibly low computational footprint. For our customers it means that they can deliver intelligent, context-aware sound recognition into a new generation of products and empower breakthrough benefits and features that amaze consumers.
Data, cutting-edge ML research and tinyML
Our ability to deliver such breathtaking performance in such a small package is the result of our cutting-edge research and development in the field of sound recognition. Indeed, this achievement builds on our complete expertise in machine learning: optimizing models based on a large amount of high-quality, diverse data (our Alexandria™ dataset contains 30 million labelled recordings across 1,000 sound classes), developing acoustically-smart augmentation techniques, designing new DNN network architectures, creating new training methods such as a patented loss function framework built around the unique characteristics of sound, and much, much more.
All of this amazing ML goodness is then coupled with our cutting-edge expertise in embedded software development, which has led us to design a flexible runtime software architecture that is the best in class for devices where power and size are key factors.
The result of all that pioneering technology: ai3-nano™ and a new generation of captivating products from our customers, built around a compact sense of hearing.
ai3-nano™ builds on our experience with ai3™, which has been embedded into millions of devices and used by consumers in over 100 countries: they share the same core architecture, programming interfaces and instruction sets, thus providing our customers with consistent, proven software that supports a wide range of exciting use cases across a diverse product portfolio.
ai3-nano™ is already in the hands of our customers and partners and we’ll be able to talk more about further exciting developments in the coming weeks and months.