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Does Sentence-Level Coarticulation Affect Speech Recognition in Noise or a Speech Masker?
Brandi Jett1, Emily Buss2, Virginia Best3
1Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH.
Journal of Speech, Language, and Hearing Research : JSLHR
|March 30, 2021
Summary
Between-word coarticulation had minimal impact on masked speech recognition. While hypothesized to benefit speech maskers, coarticulation effects were small and inconsistent across different sentence types and maskers.
Area of Science:
- Auditory Perception
- Speech Processing
- Psychoacoustics
Background:
- Between-word coarticulation, the influence of adjacent speech sounds, is a natural aspect of spoken language.
- Understanding coarticulation's role in speech recognition is crucial for developing effective auditory aids and speech processing technologies.
Purpose of the Study:
- To investigate the impact of natural between-word coarticulation on masked speech recognition.
- To compare speech recognition in naturally coarticulated sentences versus sentences constructed from individually spoken words.
- To test hypotheses regarding coarticulation benefits in different masking conditions (noise vs. speech).
Main Methods:
- Sixty young adults participated in three experiments using an adaptive tracking procedure to determine sentence recognition thresholds (SRTs).
- Stimuli included naturally coarticulated sentences, concatenated sentences, and concatenated keyword-intensity-matched (KIM) sentences.
- Experiments utilized both steady noise and two-talker speech maskers.
Main Results:
- Overall effects of coarticulation on SRTs were small, generally less than 2 dB.
- Coarticulation showed a benefit compared to concatenated KIM sentences in one experiment.
- A coarticulation benefit was observed in noise when semantic context was available, but not in a speech masker.
Conclusions:
- Differences in speech recognition between coarticulated and non-coarticulated sentences were minimal.
- The audibility of concatenated, unscaled sentences may offset potential coarticulation benefits.
- Contrary to hypotheses, coarticulation effects were not consistently more pronounced in speech maskers than noise maskers.
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