Looking under the hood At Starkey Hearing Technologies latest Generation Deep Neural Network Processor
Starkey Hearing Technologies, the only major hearing Aid manufacturer based in the Unites States of America have had a long reputation for bringing cutting edge technologies to the market first. But recently many premium brand hearing aids now offer a feature called Deep neural networking (DNN). A Deep Neural Network (DNN) is a type of artificial intelligence that helps your hearing aids understand sound more like the human brain does.
Instead of simply making everything louder, a DNN has been trained on millions of real-world sounds—voices, background noise, music, traffic, cafés, meetings, and more. Because it has “learned” what these situations sound like, it can quickly recognise:
What is speech What is noise Where the important sounds are coming from How to make speech clearer without making everything else overwhelming
Think of it like having a tiny brain inside your hearing aids that constantly listens, learns, and adjusts for you. It automatically works out the best settings for clarity and comfort—whether you’re at home, in a restaurant, outdoors, or talking to someone beside you. The result is more natural, effortless listening, with clearer speech and less strain. A DNN doesn’t replace your hearing—it supports it, helping your hearing aids react to the world as fast as you do.
HOWEVER
Starkey’s new Omega AI platform being released in Australia end of Q1 2026 have a new feature called DNN 360. Now is this “DNN360” a significant leap forward in DNN technology or just clever marketing? Let’s take a look at the research.
Starkey claims that the new DNN360 doesn’t just add moreAI – it changes how the AI “thinks” about sound. A new generation a deep-neural-network–powered directionality system that builds on the traditional DNN you’ll know from Edge AI and other hearing aids that have adopted Deep neural Networking into their hearing aids.
Why does DNN 360 that matter to me in the real world?
Think of noisy family dinners, boardroom tables, or coffee with friends. Edge AI’s DNN can recognise the environment and improve SNR, but it’s still mostly geared towards a frontal talker. DNN 360 is explicitly designed so the aids can track whoever is talking, from any direction, and still maintain a believable soundscape.
Better speech in noise and better spatial cues
Starkey’s own data for Omega AI indicates that DNN 360 plus spatial-awareness processing yields:
Up to 28% improvement in speech intelligibility in difficult environments Up to 8 dB SNR improvement for spatial awareness starkey.com+2Hearing Aid UK+2
By comparison, Edge AI’s headline was about speech identification accuracy and noise reduction, not explicit SNR and spatial-awareness gains:
~30% more accurate at identifying speech vs previous tech Up to 6 dB reduction in low-level noise starkeypro.com.au+1
So, on paper, Omega AI’s DNN 360 doesn’t just reduce noise – it’s tuned to protect and enhance localisation cues (ITDs, ILDs and spectral patterns) so that listeners can:
Tell where voices and sounds are coming from Track talkers as they move Feel less “detached” from the environment
Clinically, that’s huge for listening comfort, fatigue and safety (e.g., traffic, group settings, workplace).
Always-on dual-network engine vs more task-specific AI
Omega AI runs an “always-on advanced dual-network AI engine” – combining DNN 360 with additional spatial-awareness processing. Hearing Tracker+1
Compared with earlier platforms
Edge AI & Genesis AI Uses a powerful Neuro Processor to run a DNN for sound classification and enhancement, with more traditional directionality plus on-demand Edge Mode/Edge Mode+. Hearing Tracker+2theaudiologyplace.com.au+2 New Omega AI Extends this to a two-network approach: one network optimising the sound scene, another optimising where to listen, working together continuously. Hearing Tracker+1
For your patients, that translates into:
Less need to constantly switch programs More “automatic” transitions when they turn their head, join a new conversation, or walk into a different room More natural feel – less like a device “kicking in” and more like their own brain adjusting
360° directionality without sacrificing battery or durability
One of the most impressive things Starkey has managed is to add all this extra AI processing without compromising two things patients care deeply about:
Battery life: Omega AI still delivers up to 51 hours per charge, matching Edge AI’s flagship runtime starkey.com+2starkeypro.com+2 Waterproofing: Omega AI maintains the brand’s waterproof coating (up to 1m), with marketing focusing on “10x more durable” protective design starkeypro.com+2starkey.com+2
Traditionally, more complex directionality and AI processing meant trade-offs in either battery or form factor. Many hearing aid manufacturers suffer significant battery drainage when engaging their DNN features. Some brands will not make through an 8 hr period without needing some sort of recharging. Starkey devices have an unprecedented reputation of premium battery length integrity. Even with DNN 360 activated all day, Battery performance is not affected.
Better connectivity means you can keep the same directional intelligence when streaming from Auracast-enabled public systems. TeleHear and remote adjustments let you fine-tune the DNN 360 behaviour for real-world situations between appointments. Health features and generative AI push the device from “just a hearing aid” toward a personal auditory and wellness platform.
Bottom line
Traditional DNN (Edge AI & other similar brands)
Brilliant at classifying environments and optimising noise reduction and gain. Big step forward for speech identification and low-level noise control.
DNN 360 (New Omega AI)
Extends DNN control to directionality and spatial awareness. Delivers measurable gains in speech intelligibility and SNR, especially in complex, multi-directional environments. Does it without giving up Starkey’s signature 51-hour battery and waterproof build, and plugs into a richer ecosystem of connectivity, wellness and generative-AI tools.
In a nutshell the Starkey Omega AI’s DNN 360 is less “another AI gimmick” and more a fundamental shift from DNN-assisted hearing aids to DNN-directed spatial hearing systems putting many other manufacturers in catchup mode. So, if you are a more of a discerning hearing aid wearer and want the absolute premium and cutting-edge performance the new Starkey Omega hearing aids are well worth considering.
Starkey Omega Hearing aids will be available for at home 7-day trials once they become available to the clinic in Late Q1 or Start of Q2 2026. Please call AIM Hearing on 41531317 to place your name on the waitlist to trial these premium hearing aids.