Jiqizhixin (机器之心)→ original

Cambridge and Beihan Create 'Silent Speech' System with AI

Ученые из Кембриджа и Бэйханского университета разработали носимую систему, использующую датчики вибраций мышц и пульса в сочетании с LLM (большими языковыми мо

AI-processed from Jiqizhixin (机器之心); edited by Hamidun News
Cambridge and Beihan Create 'Silent Speech' System with AI
Source: Jiqizhixin (机器之心). Collage: Hamidun News.
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Imagine the ability to communicate without uttering a single word. This is no longer science fiction, but a reality that scientists from Cambridge University and Beihang University are bringing us closer to. They have developed an innovative system that combines wearable sensors and large language models (LLMs) to create so-called "silent speech."

The development is based on the idea of analyzing physiological signals associated with speech. Instead of recording sound with a microphone, the system tracks vibrations in the facial and neck muscles, as well as pulse. These data, obtained using wearable sensors, are fed into an LLM that has been trained to recognize patterns corresponding to different words and phrases.

Silent speech technology opens new horizons in communication for people with speech disorders, as well as for situations where silence must be maintained. Existing speech recognition systems based on audio analysis often prove ineffective in noisy environments or situations where silence must be observed. The development from Cambridge and Beihang offers an alternative approach using physiological signals.

A key element of the system is an LLM, which plays the role of a "translator" between physiological data and language. Training the model on a large volume of data allows it to recognize even the most subtle changes in muscle vibrations and pulse corresponding to different words and phrases. One of the main advantages of the new system is its wearable format.

Sensors can be integrated into a small device that a user wears on the neck or face. This ensures ease of use and allows "silent" communication at any time and anywhere. Developers note that the system can be used not only to help people with speech disorders, but also for covert communication in military or intelligence operations, as well as for controlling devices with thoughts.

The implementation of this technology can significantly change the ways humans interact with computers and the surrounding world. Imagine the ability to control a smart home or car using "silent speech." Or the ability to communicate with colleagues in a meeting without disturbing those around you.

However, one should consider potential risks associated with using the technology for unethical purposes. It is important to develop clear rules and standards governing the use of "silent speech" to prevent misuse. The development from Cambridge and Beihang is an important step towards creating more intuitive and convenient human-computer interaction interfaces.

Silent speech technology opens new possibilities for communication and device control, but requires a responsible approach to its implementation. In the future, we may see widespread adoption of such systems in various areas of life, from medicine to entertainment.

ZK
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