Speech Research Laboratory, Department of Psychological and Brain Sciences, Indiana University, Bloomington, Indiana, USA.
Ear Hear. 2018 Mar/Apr;39(2):378-389. doi: 10.1097/AUD.0000000000000493.
Listening effort (LE) induced by speech degradation reduces performance on concurrent cognitive tasks. However, a converse effect of extrinsic cognitive load on recognition of spoken words in sentences has not been shown. The aims of the present study were to (a) examine the impact of extrinsic cognitive load on spoken word recognition in a sentence recognition task and (b) determine whether cognitive load and/or LE needed to understand spectrally degraded speech would differentially affect word recognition in high- and low-predictability sentences. Downstream effects of speech degradation and sentence predictability on the cognitive load task were also examined.
One hundred twenty young adults identified sentence-final spoken words in high- and low-predictability Speech Perception in Noise sentences. Cognitive load consisted of a preload of short (low-load) or long (high-load) sequences of digits, presented visually before each spoken sentence and reported either before or after identification of the sentence-final word. LE was varied by spectrally degrading sentences with four-, six-, or eight-channel noise vocoding. Level of spectral degradation and order of report (digits first or words first) were between-participants variables. Effects of cognitive load, sentence predictability, and speech degradation on accuracy of sentence-final word identification as well as recall of preload digit sequences were examined.
In addition to anticipated main effects of sentence predictability and spectral degradation on word recognition, we found an effect of cognitive load, such that words were identified more accurately under low load than high load. However, load differentially affected word identification in high- and low-predictability sentences depending on the level of sentence degradation. Under severe spectral degradation (four-channel vocoding), the effect of cognitive load on word identification was present for high-predictability sentences but not for low-predictability sentences. Under mild spectral degradation (eight-channel vocoding), the effect of load was present for low-predictability sentences but not for high-predictability sentences. There were also reliable downstream effects of speech degradation and sentence predictability on recall of the preload digit sequences. Long digit sequences were more easily recalled following spoken sentences that were less spectrally degraded. When digits were reported after identification of sentence-final words, short digit sequences were recalled more accurately when the spoken sentences were predictable.
Extrinsic cognitive load can impair recognition of spectrally degraded spoken words in a sentence recognition task. Cognitive load affected word identification in both high- and low-predictability sentences, suggesting that load may impact both context use and lower-level perceptual processes. Consistent with prior work, LE also had downstream effects on memory for visual digit sequences. Results support the proposal that extrinsic cognitive load and LE induced by signal degradation both draw on a central, limited pool of cognitive resources that is used to recognize spoken words in sentences under adverse listening conditions.
语音降解引起的听力努力(LE)会降低同时进行的认知任务的表现。然而,外在认知负荷对句子中口语单词识别的相反影响尚未得到证明。本研究的目的是:(a)检查外在认知负荷对句子识别任务中口语单词识别的影响;(b)确定理解频谱降解语音所需的认知负荷和/或 LE 是否会对高低可预测性句子中的单词识别产生不同的影响。还检查了语音降解和句子可预测性对认知负荷任务的下游影响。
120 名年轻人在高可预测性和低可预测性语音感知噪声句子中识别句子结尾的口语单词。认知负荷由短(低负荷)或长(高负荷)数字序列的预加载组成,在每个口语句子之前以视觉方式呈现,并在识别句子结尾单词之前或之后报告。LE 通过具有四、六或八通道噪声声码化的频谱降解句子来变化。光谱降解水平和报告顺序(数字第一或单词第一)是参与者之间的变量。检查认知负荷、句子可预测性和语音降解对句子结尾单词识别准确性以及预加载数字序列回忆的影响。
除了句子可预测性和频谱降解对单词识别的预期主要影响外,我们还发现认知负荷的影响,即低负荷下单词的识别比高负荷下更准确。然而,负载根据句子的降解程度不同,对高低可预测性句子中的单词识别产生不同的影响。在严重的频谱降解(四通道声码化)下,认知负荷对单词识别的影响仅在高可预测性句子中存在,而在低可预测性句子中不存在。在轻度频谱降解(八通道声码化)下,负荷的影响仅在低可预测性句子中存在,而在高可预测性句子中不存在。语音降解和句子可预测性对预加载数字序列回忆也有可靠的下游影响。频谱降解程度较低的语音句子更容易回忆起预加载的数字序列。当数字在识别句子结尾单词后报告时,当可预测性句子中的单词识别时,短数字序列的回忆更准确。
外在认知负荷会损害句子识别任务中频谱降解口语单词的识别。认知负荷影响高可预测性和低可预测性句子中的单词识别,表明负荷可能会影响上下文的使用和较低层次的感知过程。与先前的工作一致,LE 也对视觉数字序列的记忆产生了下游影响。结果支持这样的假设,即外在认知负荷和由信号降解引起的 LE 都从一个中央、有限的认知资源池中汲取,用于在不利的听力条件下识别句子中的口语单词。