Text Entry in Virtual Environments using Speech and a Midair Keyboard

被引:29
|
作者
Adhikary, Jiban [1 ]
Vertanen, Keith [1 ]
机构
[1] Michigan Technol Univ, Dept Comp Sci, Houghton, MI 49931 USA
关键词
Terms Text Entry; Speech Recognition; Virtual Reality (VR); Head Mounted Display (HMD); Midair Gestures; RECOGNITION;
D O I
10.1109/TVCG.2021.3067776
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Entering text in virtual environments can be challenging, especially without auxiliary input devices. We investigate text input in virtual reality using hand-tracking and speech. Our system visualizes users" hands in the virtual environment, allowing typing on an auto-correcting midair keyboard. It also supports speaking a sentence and then correcting errors by selecting alternative words proposed by a speech recognizer. We conducted a user study in which participants wrote sentences with and without speech. Using only the keyboard. users wrote at 11 words-per-minute at a 1.2% error rate. Speaking and correcting sentences was faster and more accurate at 28 words-per-minute and a 0.5% error rate. Participants achieved this performance despite half of sentences containing an uncommon out-of-vocabulary word (e.g. proper name). For sentences with only in-vocabulary words, performance using speech and midair keyboard corrections was faster at 36 words-per-minute with a low 0.3% error rate.
引用
收藏
页码:2648 / 2658
页数:11
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