Rudner Mary, Lunner Thomas, Behrens Thomas, Thorén Elisabet Sundewall, Rönnberg Jerker
Swedish Institute for Disability Research, Linköping University, Sweden.
J Am Acad Audiol. 2012 Sep;23(8):577-89. doi: 10.3766/jaaa.23.7.7.
Recently there has been interest in using subjective ratings as a measure of perceived effort during speech recognition in noise. Perceived effort may be an indicator of cognitive load. Thus, subjective effort ratings during speech recognition in noise may covary both with signal-to-noise ratio (SNR) and individual cognitive capacity.
The present study investigated the relation between subjective ratings of the effort involved in listening to speech in noise, speech recognition performance, and individual working memory (WM) capacity in hearing impaired hearing aid users.
In two experiments, participants with hearing loss rated perceived effort during aided speech perception in noise. Noise type and SNR were manipulated in both experiments, and in the second experiment hearing aid compression release settings were also manipulated. Speech recognition performance was measured along with WM capacity.
There were 46 participants in all with bilateral mild to moderate sloping hearing loss. In Experiment 1 there were 16 native Danish speakers (eight women and eight men) with a mean age of 63.5 yr (SD = 12.1) and average pure tone (PT) threshold of 47. 6 dB (SD = 9.8). In Experiment 2 there were 30 native Swedish speakers (19 women and 11 men) with a mean age of 70 yr (SD = 7.8) and average PT threshold of 45.8 dB (SD = 6.6).
A visual analog scale (VAS) was used for effort rating in both experiments. In Experiment 1, effort was rated at individually adapted SNRs while in Experiment 2 it was rated at fixed SNRs. Speech recognition in noise performance was measured using adaptive procedures in both experiments with Dantale II sentences in Experiment 1 and Hagerman sentences in Experiment 2. WM capacity was measured using a letter-monitoring task in Experiment 1 and the reading span task in Experiment 2.
In both experiments, there was a strong and significant relation between rated effort and SNR that was independent of individual WM capacity, whereas the relation between rated effort and noise type seemed to be influenced by individual WM capacity. Experiment 2 showed that hearing aid compression setting influenced rated effort.
Subjective ratings of the effort involved in speech recognition in noise reflect SNRs, and individual cognitive capacity seems to influence relative rating of noise type.
最近,人们对使用主观评分作为噪声环境下语音识别中感知努力程度的一种度量产生了兴趣。感知努力可能是认知负荷的一个指标。因此,噪声环境下语音识别过程中的主观努力评分可能与信噪比(SNR)和个体认知能力都相关。
本研究调查了听力受损的助听器使用者在噪声环境中听语音时的主观努力评分、语音识别表现和个体工作记忆(WM)能力之间的关系。
在两个实验中,听力损失的参与者对噪声环境下辅助语音感知过程中的感知努力程度进行评分。两个实验中都对噪声类型和信噪比进行了操控,在第二个实验中还对助听器的压缩释放设置进行了操控。同时测量了语音识别表现和工作记忆能力。
共有46名双侧轻度至中度斜坡型听力损失的参与者。在实验1中,有16名以丹麦语为母语的人(8名女性和8名男性),平均年龄为63.5岁(标准差 = 12.1),平均纯音(PT)阈值为47.6 dB(标准差 = 9.8)。在实验2中,有30名以瑞典语为母语的人(19名女性和11名男性),平均年龄为70岁(标准差 = 7.8),平均PT阈值为45.8 dB(标准差 = 6.6)。
在两个实验中均使用视觉模拟量表(VAS)进行努力程度评分。在实验1中,在个体适配的信噪比下进行努力程度评分,而在实验2中在固定信噪比下进行评分。在两个实验中均使用自适应程序测量噪声环境下的语音识别表现,实验1中使用丹泰勒II句子,实验2中使用哈格曼句子。在实验1中使用字母监测任务,在实验2中使用阅读广度任务测量工作记忆能力。
在两个实验中,评分努力程度与信噪比之间存在强烈且显著的关系,该关系独立于个体工作记忆能力,而评分努力程度与噪声类型之间的关系似乎受到个体工作记忆能力的影响。实验2表明助听器的压缩设置会影响评分努力程度。
噪声环境下语音识别中努力程度的主观评分反映了信噪比,个体认知能力似乎会影响对噪声类型的相对评分。