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Extended High Frequencies Provide Both Spectral and Temporal Information to Improve Speech-in-Speech Recognition
Several studies have demonstrated that extended high frequencies (EHFs; >8 kHz) in speech are not only audible but also have some utility for speech recognition, including for speech-in-speech recognition when maskers are facing away from the listener. However, the contribution of EHF spectral ve...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7756042/ https://www.ncbi.nlm.nih.gov/pubmed/33345755 http://dx.doi.org/10.1177/2331216520980299 |
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author | Trine, Allison Monson, Brian B. |
author_facet | Trine, Allison Monson, Brian B. |
author_sort | Trine, Allison |
collection | PubMed |
description | Several studies have demonstrated that extended high frequencies (EHFs; >8 kHz) in speech are not only audible but also have some utility for speech recognition, including for speech-in-speech recognition when maskers are facing away from the listener. However, the contribution of EHF spectral versus temporal information to speech recognition is unknown. Here, we show that access to EHF temporal information improved speech-in-speech recognition relative to speech bandlimited at 8 kHz but that additional access to EHF spectral detail provided an additional small but significant benefit. Results suggest that both EHF spectral structure and the temporal envelope contribute to the observed EHF benefit. Speech recognition performance was quite sensitive to masker head orientation, with a rotation of only 15° providing a highly significant benefit. An exploratory analysis indicated that pure-tone thresholds at EHFs are better predictors of speech recognition performance than low-frequency pure-tone thresholds. |
format | Online Article Text |
id | pubmed-7756042 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-77560422021-01-07 Extended High Frequencies Provide Both Spectral and Temporal Information to Improve Speech-in-Speech Recognition Trine, Allison Monson, Brian B. Trends Hear Original Article Several studies have demonstrated that extended high frequencies (EHFs; >8 kHz) in speech are not only audible but also have some utility for speech recognition, including for speech-in-speech recognition when maskers are facing away from the listener. However, the contribution of EHF spectral versus temporal information to speech recognition is unknown. Here, we show that access to EHF temporal information improved speech-in-speech recognition relative to speech bandlimited at 8 kHz but that additional access to EHF spectral detail provided an additional small but significant benefit. Results suggest that both EHF spectral structure and the temporal envelope contribute to the observed EHF benefit. Speech recognition performance was quite sensitive to masker head orientation, with a rotation of only 15° providing a highly significant benefit. An exploratory analysis indicated that pure-tone thresholds at EHFs are better predictors of speech recognition performance than low-frequency pure-tone thresholds. SAGE Publications 2020-12-21 /pmc/articles/PMC7756042/ /pubmed/33345755 http://dx.doi.org/10.1177/2331216520980299 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Article Trine, Allison Monson, Brian B. Extended High Frequencies Provide Both Spectral and Temporal Information to Improve Speech-in-Speech Recognition |
title | Extended High Frequencies Provide Both Spectral and Temporal Information to Improve Speech-in-Speech Recognition |
title_full | Extended High Frequencies Provide Both Spectral and Temporal Information to Improve Speech-in-Speech Recognition |
title_fullStr | Extended High Frequencies Provide Both Spectral and Temporal Information to Improve Speech-in-Speech Recognition |
title_full_unstemmed | Extended High Frequencies Provide Both Spectral and Temporal Information to Improve Speech-in-Speech Recognition |
title_short | Extended High Frequencies Provide Both Spectral and Temporal Information to Improve Speech-in-Speech Recognition |
title_sort | extended high frequencies provide both spectral and temporal information to improve speech-in-speech recognition |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7756042/ https://www.ncbi.nlm.nih.gov/pubmed/33345755 http://dx.doi.org/10.1177/2331216520980299 |
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