Four things that get called "silent speech"
The term covers several different kinds of input. Knowing which one a product means tells you a lot about how it works and how close it is to market.
| Type | What you do | Typical sensors | Where it stands |
|---|---|---|---|
| Mouthed speech | Move your lips, tongue and jaw as if talking, with no sound | Radio, sonar, muscle sensors, cameras, ultrasound | Research and preorders |
| Whispered or near-silent speech | Speak very quietly | Close-range microphones with noise isolation | Some products on preorder or sale |
| Subvocal or internal speech | Form words with tiny muscle movements, lips almost or fully closed | Muscle sensors (EMG), radio | Research and early prototypes |
| Imagined speech | Think the words without moving | Brain implants | Clinical research only |
Whispering still produces sound, so it is not truly silent. Imagined speech requires surgery today. Most consumer silent-speech products aim at the first and third types.
How silent speech works: the main sensing methods
Every silent-speech system has two parts: a sensor that captures something about how you form words, and a model that maps those signals to words. The sensor sets the limits. Here are the approaches in use, with a real example of each.
| Method | What it reads | Example | Stage |
|---|---|---|---|
| Muscle sensing (EMG) | Electrical signals from face and jaw muscles, through electrodes on the skin | MIT Media Lab's AlterEgo headset: about 92% accuracy on a roughly 20-word vocabulary in a 10-person study (MIT News, 2018) | Research |
| Radio (RF) sensing | How low-power radio waves passing through the face change as the mouth moves | Subvocal glasses, which the company says decode open vocabulary (our report) | Preorder |
| Sonar (acoustic sensing) | Echoes of inaudible sound bounced off the face by tiny speakers and microphones | Cornell's EchoSpeech glasses: up to 31 silent commands at about 95% accuracy (Cornell, 2023) | Research |
| Optical skin sensing | Patterns of laser light reflected from facial skin as it moves | Q.ai's patent application "Detection of silent speech"; Apple acquired Q.ai in 2026 (our report) | Acquired |
| Throat sensors | Strain or movement of throat and larynx muscles, from a soft patch or choker | Cambridge's Revoice choker: 4.2% word error rate in a study of 5 stroke patients (Cambridge, 2026); UCLA's throat patch: 94.68% accuracy with 8 adults (UCLA, 2024) | Research |
| Ultrasound | Images of tongue and mouth movement from a probe under the jaw | SottoVoce, University of Tokyo and Sony CSL (CHI 2019) | Research |
| Cameras (lip reading) | Video of the lips and face | Open research models such as Meta's AV-HuBERT (ICLR 2022) | Research |
| Brain implants | Electrical activity in the brain's speech motor areas | Stanford's inner-speech study in four participants (Stanford Medicine, 2025) | Clinical trial |
The full, dated list of products and projects is on our tracker.
Why lip reading alone is hard
Many sounds look the same on the lips. "Pat," "bat" and "mat" are made with the same mouth shape, and much of speech happens out of sight, at the tongue and soft palate. Researchers describe speech as having roughly 40 distinct sounds (phonemes) but only about 12 to 15 distinct visible mouth shapes (visemes). That is why camera-only systems depend heavily on language models to guess from context, and why newer approaches try to sense the tongue and inner mouth with radio, sonar or ultrasound.
Who it is for
- People who have lost their voice. After a laryngectomy, a stroke that causes dysarthria, or with ALS, silent-speech devices could restore communication. Much of the strongest published evidence, such as Cambridge's Revoice and the brain-implant studies, comes from this medical work.
- Privacy in public. Dictating or talking to an AI assistant on a train or in an open office without being overheard.
- Noisy places. Factories, flight lines or crowds where microphones struggle.
- Hands-free control. Short commands to a computer, phone or headset without speaking aloud.
Can you buy a silent-speech device today?
Not a finished one, as of November 9, 2026. The options look like this:
- Preorder: Subvocal's glasses take a $199 refundable deposit toward a $499 early-bird price, for US addresses only, with shipping estimated for Q1 2027 (Subvocal preorder terms).
- Waitlist: AlterEgo, the MIT Media Lab spin-out, shows a pre-production prototype and a sign-up form, with no price (AlterEgo).
- Whisper-level, not silent: Subtle's Voicebuds earbuds are built to pick up speech "below a whisper," but they still rely on sound (Subtle).
- Big tech: Apple bought Q.ai, a company with a silent-speech patent application, but has not announced any silent-speech feature.
Our stage labels explain the difference between research, prototype, preorder and shipping.
How to read accuracy claims
Silent-speech accuracy numbers are easy to misread. Before trusting one, check four things:
- Vocabulary size. 95% accuracy on 30 fixed commands is a very different achievement from 95% on open dictation.
- Which users. Results on the people a model was trained on are usually much better than results on new users.
- Calibration. How many sentences or minutes of training each new user needs.
- Who measured it. A peer-reviewed study or an independent test counts for more than a company demo video.
Word error rate (WER) is the standard measure for dictation: the share of words the system gets wrong. Lower is better.
Is silent speech private?
Not automatically. Silent speech keeps your words from people nearby, but the signals still have to be decoded somewhere. If that happens on a company's servers, privacy depends on how the company handles the data. Subvocal, for example, has said decoding runs in the cloud and that its product privacy notice will come later. Read our report.
Silent-speech devices also do not read thoughts. Consumer systems decode words you deliberately articulate with your mouth or throat. Decoding imagined speech has only been shown with surgically implanted electrodes, in clinical research, and the Stanford team built a mental "password" so that decoding stays locked unless the user chooses to unlock it.
Sources
All sources checked November 9, 2026.
- Computer system transcribes words users "speak silently", MIT News, April 4, 2018
- AI-equipped eyeglasses read silent speech, Cornell University via Tech Xplore, April 6, 2023
- Revoice device gives stroke patients their voice back, University of Cambridge, January 19, 2026
- Throat patch for speech without vocal cords, UCLA via EurekAlert, March 2024
- SottoVoce, University of Tokyo and Sony CSL, arXiv
- AV-HuBERT, Meta AI, arXiv
- Brain-computer interface decodes inner speech, Stanford Medicine, August 2025
- Preorder Terms, The Subvocal Company
- AlterEgo homepage, AlterEgo
- Voicebuds, Subtle
- US 2025/0124925 A1, Detection of silent speech, Google Patents