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Linguistic Processing of Unattended Speech Under a Cocktail Party Listening Scenario

可理解性(哲学) 语音识别 判决 积极倾听 心理学 言语感知 遮罩(插图) 语言学 语音处理 计算机科学 感知 自然语言处理 沟通 艺术 视觉艺术 神经科学 哲学 认识论
作者
Lingxi Lu,Danni Wu,Xiaoyu Zhang,Liangjie Chen
出处
期刊:Journal of Speech Language and Hearing Research [American Speech–Language–Hearing Association]
卷期号:68 (1): 69-78 被引量:1
标识
DOI:10.1044/2024_jslhr-24-00404
摘要

Purpose: In the context of a cocktail party listening environment, the processing of different linguistic hierarchy levels in unattended speech and their influence on target speech recognition remain controversial. This study aims to investigate how different levels of linguistic structures (such as syllable, word, and sentence) in competing speech influence the recognition of target speech in a speech-to-speech masking situation. Method: Thirty-six participants were instructed to recognize target speech when it was masked by competing speech varied in masking types across syllables, words, and sentence. The perceived spatial location was altered to examine the interaction between linguistic unmasking effects and spatial unmasking effects. Recognition performance (i.e., intelligibility threshold) was determined by fitting psychometric functions to the recognition accuracies across four signal-to-noise ratios (−14, −10, −6, and − 2 dB) to evaluate each subject's ability to cope with challenging listening conditions. Results: We revealed a significant decline in target speech recognition when the masking speech was linguistically structured and intelligible. Specifically, masking speech with higher linguistic complexity, such as coherent sentences, resulted in more significant interference compared to those with lower complexity, like sequences of syllables. The linguistic release from masking, resulting from a decrease in linguistic complexity of maskers shifting from sentences to syllables, was found to be correlated with, and also linearly additive to, the spatial release from masking due to the spatial separation of the masker and target. Conclusions: These findings illustrate the influence of linguistic complexity in masking speech on the recognition of target speech, suggesting the involvement of higher-level linguistic processing of irrelevant speech in noisy environment.
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