Using results in the psycholinguistics literature on the speed and timing of American Sign Language (ASL), we built algorithms to calculate the time-duration of signs and the location/length of pauses during an ASL animation. We conducted a study in which native ASL signers evaluated the ASL animations processed by our algorithms, and we found that: (1) adding linguistically motivated pauses and variations in sign-durations improved signers' performance on a comprehension task and (2) these animations were rated as more understandable by ASL signers.
Categories and Subject Descriptors
General TermsAlgorithms, Design, Experimentation, Human Factors.
KeywordsAmerican Sign Language, Animation, Natural Language Generation, Evaluation, Accessibility Technology for the Deaf.
MOTIVATIONS AND RELATED WORKAmerican Sign Language (ASL) is a full natural language; signers use their hands, facial expression, eye gaze, head tilt, and body posture to convey linguistic meaning. ASL is not just a manual presentation of an English sentence; it has its own word-order, syntactic constructions, and vocabulary of signs (which may not have one-to-one equivalence with English words). ASL is used as a primary means of communication for about one half million people in the United States [15]. Because of the differences between English and ASL, it is possible to have ASL fluency yet significant difficulty reading English. In fact, a majority of deaf 18-year-olds in the United States have an English reading level below average 10-year-old hearing students [10]. Unfortunately, websites and other written-English information sources can also pose a challenge for deaf adults with low literacy skills. Software that can display computer-generated animations of American Sign Language can make more information, communication, and services accessible to these users. These ASL animations may be scripted by a content developer [13,19] or generated by Englishto-ASL automatic machine translation software [2,12,14,17].ASL signing conveys information at the same rate as spoken English [1], but the average speed at which most adults can read English text is much faster than the speed of spoken English audio. For deaf adults with low literacy to access information at a speed comparable to English-reading adults, ASL animations would need to be displayed quickly (while maintaining their understandability). The literature contains a range of values for "normal" signing speed: from 1.5 to 2.37 signs per second [1,6]. When ASL videos are played faster than 2.5 times normal, viewers' comprehension of the video drops significantly [4].Studies of English speech have shown a link between the presence of linguistic pauses and comprehension of the audio. One study increased the speed of an English speech recording, and researchers later inserted pauses at linguistically appropriate locations (between sentences, between clauses, between phrases) [21]. The pauses improved listeners' comprehension. This benefit only arose if pauses were at linguistically appro...