Papcun G, Kreiman J, Davis A
Los Alamos National Laboratory, New Mexico 87545.
J Acoust Soc Am. 1989 Feb;85(2):913-25. doi: 10.1121/1.397564.
From a sample of young male Californians, ten speakers were selected whose voices were approximately normally distributed with respect to the "easy-to-remember" versus "hard-to-remember" judgments of a group of raters. A separate group of listeners each heard one of the voices, and, after delays of 1, 2, or 4 weeks, tried to identify the voice they had heard, using an open-set, independent-judgment task. Distributions of the results did not differ from the distributions expected under the hypothesis of independent judgments. For both "heard previously" and "not heard previously" responses, there was a trend toward increasing accuracy as a function of increasing listener certainty. Overall, heard previously responses were less accurate than not heard previously responses. For heard previously responses, there was a trend toward decreasing accuracy as a function of delay between hearing a voice and trying to identify it. Information-theoretic analysis showed loss of information as a function of delay and provided means to quantify the effects of patterns of voice confusability. Signal-detection analysis revealed the similarity of results from diverse experimental paradigms. A "prototype" model is advanced to explain the fact that certain voices are preferentially selected as having been heard previously. The model also unites several previously unconnected findings in the literature on voice recognition and makes testable predictions.
从一群年轻的加利福尼亚男性样本中,挑选出了十位说话者,他们的声音在一组评分者关于“容易记住”与“难以记住”的判断方面大致呈正态分布。另一组听众分别聆听其中一种声音,在间隔1周、2周或4周后,通过开放式独立判断任务尝试识别他们所听到的声音。结果的分布与独立判断假设下预期的分布没有差异。对于“之前听过”和“之前没听过”的回答,随着听众确定程度的增加,准确率都有上升的趋势。总体而言,“之前听过”的回答比“之前没听过”的回答准确率更低。对于“之前听过”的回答,随着听到声音与尝试识别之间间隔时间的增加,准确率有下降的趋势。信息论分析表明信息会随着时间间隔而丢失,并提供了量化语音混淆模式影响的方法。信号检测分析揭示了不同实验范式结果的相似性。提出了一个“原型”模型来解释某些声音被优先选择为之前听过的这一事实。该模型还整合了文献中关于语音识别的几个之前未关联的发现,并做出了可检验的预测。