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The proposed model aims to develop a speech recognition technology for hearing, speech, or cognitively disabled people. All the available technology in the field of speech recognition doesn't come with an interface for communication for…

Sound · Computer Science 2024-07-23 Ritabrata Roy Choudhury

With the ubiquity of mobile touchscreen devices like smartphones, two widely used text entry methods have emerged: small touch-based keyboards and speech recognition. Although speech recognition has been available on desktop computers for…

Human-Computer Interaction · Computer Science 2018-01-18 Sherry Ruan , Jacob O. Wobbrock , Kenny Liou , Andrew Ng , James Landay

Text input on mobile devices without physical keys can be challenging for people who are blind or low-vision. We interview 12 blind adults about their experiences with current mobile text input to provide insights into what sorts of…

Human-Computer Interaction · Computer Science 2025-10-03 Dylan Gaines , Keith Vertanen

We present HeadText, a hands-free technique on a smart earpiece for text entry by motion sensing. Users input text utilizing only 7 head gestures for key selection, word selection, word commitment and word cancelling tasks. Head gesture…

Human-Computer Interaction · Computer Science 2022-05-24 Songlin Xu , Guanjie Wang , Ziyuan Fang , Guangwei Zhang , Guangzhu Shang , Rongde Lu , Liqun He

Contemporary soft keyboards possess limitations: the lack of physical feedback results in an increase of typos, and the interface of soft keyboards degrades the utility of the screen. To overcome these limitations, we propose an Invisible…

Human-Computer Interaction · Computer Science 2021-08-23 Sahng-Min Yoo , Ue-Hwan Kim , Yewon Hwang , Jong-Hwan Kim

Mobile devices with touch keyboards have become ubiquitous, but text entry on these devices remains slow and errorprone. Understanding touch patterns during text entry could be useful in designing robust error-correction algorithms for soft…

Human-Computer Interaction · Computer Science 2015-04-10 Christopher Thomas , Brandon Jennings

During lab studies of text entry methods it is typical to observer very few errors in participants' typing - users tend to type very carefully in labs. This is a problem when investigating methods to support error awareness or correction as…

Human-Computer Interaction · Computer Science 2020-03-16 Andreas Komninos , Emma Nicol , Mark Dunlop

Code comprehension has been recently investigated from physiological and cognitive perspectives through the use of medical imaging. Floyd et al (i.e., the original study) used fMRI to classify the type of comprehension tasks performed by…

Software Engineering · Computer Science 2019-04-04 Davide Fucci , Daniela Girardi , Nicole Novielli , Luigi Quaranta , Filippo Lanubile

In this paper, we propose a novel touchless typing interface that makes use of an on-screen QWERTY keyboard and a smartphone camera. The keyboard was divided into nine color-coded clusters. The user moved their head toward clusters, which…

Human-Computer Interaction · Computer Science 2020-10-13 Shivam Rustagi , Aakash Garg , Pranay Raj Anand , Rajesh Kumar , Yaman Kumar , Rajiv Ratn Shah

This study proposes a real-time system that translates voluntary eye blinks into Morse code, enabling communication for individuals with severe motor impairments. Using a standard webcam and computer vision, the system detects and…

Computer Vision and Pattern Recognition · Computer Science 2025-08-25 Anushka Bhatt

Gesture typing is a method of text entry that is ergonomically well-suited to the form factor of touchscreen devices and allows for much faster input than tapping each letter individually. The QWERTY keyboard was, however, not designed with…

Human-Computer Interaction · Computer Science 2016-11-22 Rylan T. Conway , Evan W. Sangaline

This paper presents results of a study investing effects of grip rings on text entry. Results revealed that grip rings do not affect text entry performance in terms of speed, accuracy, or keystrokes per character. It then reflects on future…

Human-Computer Interaction · Computer Science 2018-09-17 Monwen Shen , Gulnar Rakhmetulla , Ahmed Sabbir Arif

The popularity of touchscreen phones has been growing around the world since the iPhones and Android phones were released. More and more mobile phones with large touchscreen have been produced, however, the phones with small size displays…

Human-Computer Interaction · Computer Science 2014-02-20 Yanshan Wang

We study the performance and user experience of two popular mainstream text entry devices, desktop keyboards and touchscreen keyboards, for use in Virtual Reality (VR) applications. We discuss the limitations arising from limited visual…

Human-Computer Interaction · Computer Science 2018-02-05 Jens Grubert , Lukas Witzani , Eyal Ofek , Michel Pahud , Matthias Kranz , Per Ola Kristensson

Existing touchscreen software keyboards prevent users from resting their hands, forcing slow and fatiguing index-finger tapping ("chicken typing") instead of familiar hands-down ten-finger typing. We present KeySense, a purely software…

Human-Computer Interaction · Computer Science 2026-02-16 Tony Li , Yan Ma , Zhuojun Li , Chun Yu , IV Ramakrishnan , Xiaojun Bi

Despite the advent of touchscreens, typing on physical keyboards remains most efficient for entering text, because users can leverage all fingers across a full-size keyboard for convenient typing. As users increasingly type on the go, text…

Human-Computer Interaction · Computer Science 2024-10-10 Paul Streli , Jiaxi Jiang , Andreas Fender , Manuel Meier , Hugo Romat , Christian Holz

Eye typing interfaces enable a person to enter text into an interface using only their own eyes. But despite the inherent advantages of touchless operation and intuitive design, such eye-typing interfaces often suffer from slow typing…

Human-Computer Interaction · Computer Science 2023-12-15 Zhe Zeng , Xiao Wang , Felix Wilhelm Siebert , Hailong Liu

Micro-scale implantable medical devices (IMDs) extend the immense benefits of sensors used in health management. However, their development is limited by many requirements and challenges, such as the use of safe materials, size…

Information Theory · Computer Science 2018-06-19 Michael Okwori , Ali Behfarnia , Phanikumar Vuka , Ali Eslami

We introduce LowKeyEMG, a real-time human-computer interface that enables efficient text entry using only 7 gesture classes decoded from surface electromyography (sEMG). Prior work has attempted full-alphabet decoding from sEMG, but…

Human-Computer Interaction · Computer Science 2025-07-29 Johannes Y. Lee , Derek Xiao , Shreyas Kaasyap , Nima R. Hadidi , John L. Zhou , Jacob Cunningham , Rakshith R. Gore , Deniz O. Eren , Jonathan C. Kao

Objectives: This study aims to investigate the readability and understandability of bitwise operators in programming, with the main hypothesis that there will be a difference in the performance metrics (response time and error rate) between…

Software Engineering · Computer Science 2025-10-28 Shubham Joshi
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