These sonar enabled smart glasses can listen in on silent voice commands
Some people can't speak and others don't want to speak out loud in certain situations, but now your silent words can be heard.
Key takeaways
- The experimental eyewear is being developed by a team at Cornell University's Smart Computer Interfaces for Future Interactions (SciFi) Lab.
- EchoSpeech is currently capable of recognizing 31 such commands with about 95% accuracy, and only requires a few minutes of training for each user.
- What's more, because it doesn't utilize a power-hungry camera, it can run for up to 10 hours on one charge of its battery.
Cite or link to this article
Griffin, M. (2023) 'These sonar enabled smart glasses can listen in on silent voice commands', 311 Institute, 19 April. Available at: https://www.311institute.com/these-sonar-enabled-smart-glasses-can-listen-in-on-silent-voice-commands/ (Accessed: 1 October 2026).
Some people lack the power of speech, others find themselves in noisy settings where speaking voice commands out loud just doesn’t work, and others just don’t want the people around them to hear whatever it is they’re saying. And while all these scenarios have been problematic for privacy conscious people in the past as we see more gadgets that let people talk silently to whoever it is on the other end of the phone now another solutions emerged in the form of EchoSpeech glasses which read their user's silently spoken words.
The experimental eyewear is being developed by a team at Cornell University's Smart Computer Interfaces for Future Interactions (SciFi) Lab.
Two downwards-facing miniature speakers are mounted on the underside of the frame beneath one lens, while two mini microphones are located beneath the other. The speakers emit inaudible sound waves, which are reflected off the wearer's moving mouth and back up to the mics like sonar.
Those echoes are then analyzed in real time by a deep learning algorithm on a wirelessly linked smartphone. That algorithm was trained to associate specific echoes with specific mouth movements, which are in turn associated with specific silently spoken commands.
EchoSpeech is currently capable of recognizing 31 such commands with about 95% accuracy, and only requires a few minutes of training for each user. And importantly for people with privacy concerns, the system doesn't incorporate any cameras, nor does it send any information to the internet.
What's more, because it doesn't utilize a power-hungry camera, it can run for up to 10 hours on one charge of its battery. By contrast, the researchers claim that experimental camera-based systems are only good for about 30 minutes of use per charge.
The university is now working on commercializing the technology.
"For people who cannot vocalize sound, this silent speech technology could be an excellent input for a voice synthesizer," said doctoral student Ruidong Zhang, who is leading the study. "It could give patients their voices back."
The SciFi Lab previously developed a somewhat similar system called EarIO, which uses a sonar-equipped ear-worn device to capture the wearer's facial expressions – although it's utilized mainly to create digital avatars. That said, the University at Buffalo's EarCommand system does read silently spoken words via an earbud which detects distinctive ear canal deformations produced by specific mouth movements.
EchoSpeech is demonstrated in the video above.
Source: Cornell University
FAQ
Why does this matter?
Some people can't speak and others don't want to speak out loud in certain situations, but now your silent words can be heard.

About the author
Matthew Griffin Founder, 311 Institute
Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath."
Read full bio
Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath." 15-time best selling author of the "Codex of the Future" series, Matthew is the Founder and Futurist in Chief of the 311 Institute, a global Futures and Deep Futures advisory firm working with royal households, world leaders, G7, G20, and G77 governments, NGOs, and multi-national mid and mega cap firms to help them explore, shape, and lead the next 50 years of business and society.
An award-winning YouTube creator with over a million followers, with an unrivalled global reach and impact, Matthew is a highly sought-after international keynote speaker, lecturer, and mentor who collaborates with global leaders through the United Nations Alliance of Civilizations (UNAOC) and United Nations General Assembly (UNGA) to shape pivotal initiatives such as the UN’s AI for Humanity program, the United Nations Conference of the Parties (UN COP), and the World Economic Forum in Davos.
As the former Global Head of Cloud, National Security, and Enterprise Sales for companies including Atos, Dell-EMC, and IBM, Matthew has a proven track record of building multi-billion dollar business units and turning failing divisions into market leaders. His ability to identify, analyse, and communicate the implications of hundreds of emerging technologies and trends is unparalleled, and his insights are trusted by many of the world’s most respected organisations, including ABB, Accenture, Adidas, AON, ARM, BCG, Centrica, Citi, Coca-Cola, Dentons, Deloitte, Dow Jones, EY, Google, KPMG, Lego, Legal & General, LinkedIn, Microsoft, PepsiCo, Qualcomm, RWE, Samsung, Siemens AG and Siemens Energy, T-Mobile, UBS, VISA, Walmart, Workday, Worldpay and many others.
Regularly featured in the global media including the AP, BBC, Bloomberg, CNBC, Discovery, Forbes, Khaleej Times, Telegraph, TIME, ViacomCBS, WIRED, and the WSJ, Matthews mission is to help organisations create a fair and sustainable future whose benefits are shared by everyone irrespective of their ability, background, or circumstances.
What future do you need to see?
Choose one to get started on AI and intelligence and the future of your organisation.
Sources and further reading
- Ai equipped eyeglasses can read silent speech news.cornell.edu
Source: first published by the 311 Institute on 19 April 2023. Cite as: Griffin, M. (2023). These sonar enabled smart glasses can listen in on silent voice commands. 311 Institute. https://www.311institute.com/these-sonar-enabled-smart-glasses-can-listen-in-on-silent-voice-commands/
You are welcome to quote this article with credit and a link to the original.