Takayanagi Sumiko, Dirks Donald D, Moshfegh Anahita
National Center for Rehabilitative Auditory Research, Veterans Administration Medical Center, Portland, OR, USA.
J Speech Lang Hear Res. 2002 Jun;45(3):585-97. doi: 10.1044/1092-4388(2002/047).
Evidence suggests that word recognition depends on numerous talker-, listener-, and stimulus-related characteristics. The current study examined the effects of talker variability and lexical difficulty on spoken-word recognition among four groups of listeners: native listeners with normal hearing or hearing impairment (moderate sensorineural hearing loss) and non-native listeners with normal hearing or hearing impairment. The ability of listeners to accommodate trial-to-trial variations in talkers' voice was assessed by comparing recognition scores for a single-talker condition to those obtained in a multiple-talker condition. Lexical difficulty was assessed by comparing word-recognition performance between lexically "easy" and "hard" words as determined by frequency of occurrence in language and the structural characteristics of similarity neighborhoods formalized in the Neighborhood Activation Model. An up-down adaptive procedure was used to determine the sound pressure level for 50% performance. Non-native listeners in both normal-hearing and hearing-impaired groups required greater intensity for equal intelligibility than the native normal-hearing and hearing-impaired listeners. Results, however, showed significant effects of talker variability and lexical difficulty for the four groups. Structural equation modeling demonstrated that an audibility factor accounts for 2-3 times more variance in performance than does a linguistic-familiarity factor. However, the linguistic-familiarity factor is also essential to the model fit. The results demonstrated effects of talker variability and lexical difficulty on word recognition for both native and nonnative listeners with normal or impaired hearing. The results indicate that linguistic and indexical factors should be considered in the development of speech-recognition tests.
有证据表明,单词识别取决于众多与说话者、听者及刺激相关的特征。本研究考察了说话者变异性和词汇难度对四组听者口语单词识别的影响:听力正常或有听力障碍(中度感音神经性听力损失)的母语听者,以及听力正常或有听力障碍的非母语听者。通过比较单说话者条件下的识别分数与多说话者条件下获得的识别分数,评估听者适应说话者声音逐次变化的能力。词汇难度通过比较词汇“简单”和“困难”单词之间的单词识别表现来评估,这些单词由语言中的出现频率和邻域激活模型中形式化的相似邻域结构特征确定。采用上下自适应程序来确定50%表现水平时的声压级。听力正常和听力受损组中的非母语听者在同等可懂度下比母语听力正常和听力受损听者需要更高的强度。然而,结果显示说话者变异性和词汇难度对这四组都有显著影响。结构方程模型表明,可听度因素在表现中解释的方差比语言熟悉度因素多2至3倍。然而,语言熟悉度因素对模型拟合也至关重要。结果表明,说话者变异性和词汇难度对听力正常或受损的母语和非母语听者的单词识别都有影响。结果表明,在语音识别测试的开发中应考虑语言和索引因素。