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Inharmonic speech reveals the role of harmonicity in the cocktail party problem

The “cocktail party problem” requires us to discern individual sound sources from mixtures of sources. The brain must use knowledge of natural sound regularities for this purpose. One much-discussed regularity is the tendency for frequencies to be harmonically related (integer multiples of a fundame...

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Autores principales: Popham, Sara, Boebinger, Dana, Ellis, Dan P. W., Kawahara, Hideki, McDermott, Josh H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974276/
https://www.ncbi.nlm.nih.gov/pubmed/29844313
http://dx.doi.org/10.1038/s41467-018-04551-8
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author Popham, Sara
Boebinger, Dana
Ellis, Dan P. W.
Kawahara, Hideki
McDermott, Josh H.
author_facet Popham, Sara
Boebinger, Dana
Ellis, Dan P. W.
Kawahara, Hideki
McDermott, Josh H.
author_sort Popham, Sara
collection PubMed
description The “cocktail party problem” requires us to discern individual sound sources from mixtures of sources. The brain must use knowledge of natural sound regularities for this purpose. One much-discussed regularity is the tendency for frequencies to be harmonically related (integer multiples of a fundamental frequency). To test the role of harmonicity in real-world sound segregation, we developed speech analysis/synthesis tools to perturb the carrier frequencies of speech, disrupting harmonic frequency relations while maintaining the spectrotemporal envelope that determines phonemic content. We find that violations of harmonicity cause individual frequencies of speech to segregate from each other, impair the intelligibility of concurrent utterances despite leaving intelligibility of single utterances intact, and cause listeners to lose track of target talkers. However, additional segregation deficits result from replacing harmonic frequencies with noise (simulating whispering), suggesting additional grouping cues enabled by voiced speech excitation. Our results demonstrate acoustic grouping cues in real-world sound segregation.
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spelling pubmed-59742762018-05-31 Inharmonic speech reveals the role of harmonicity in the cocktail party problem Popham, Sara Boebinger, Dana Ellis, Dan P. W. Kawahara, Hideki McDermott, Josh H. Nat Commun Article The “cocktail party problem” requires us to discern individual sound sources from mixtures of sources. The brain must use knowledge of natural sound regularities for this purpose. One much-discussed regularity is the tendency for frequencies to be harmonically related (integer multiples of a fundamental frequency). To test the role of harmonicity in real-world sound segregation, we developed speech analysis/synthesis tools to perturb the carrier frequencies of speech, disrupting harmonic frequency relations while maintaining the spectrotemporal envelope that determines phonemic content. We find that violations of harmonicity cause individual frequencies of speech to segregate from each other, impair the intelligibility of concurrent utterances despite leaving intelligibility of single utterances intact, and cause listeners to lose track of target talkers. However, additional segregation deficits result from replacing harmonic frequencies with noise (simulating whispering), suggesting additional grouping cues enabled by voiced speech excitation. Our results demonstrate acoustic grouping cues in real-world sound segregation. Nature Publishing Group UK 2018-05-29 /pmc/articles/PMC5974276/ /pubmed/29844313 http://dx.doi.org/10.1038/s41467-018-04551-8 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Popham, Sara
Boebinger, Dana
Ellis, Dan P. W.
Kawahara, Hideki
McDermott, Josh H.
Inharmonic speech reveals the role of harmonicity in the cocktail party problem
title Inharmonic speech reveals the role of harmonicity in the cocktail party problem
title_full Inharmonic speech reveals the role of harmonicity in the cocktail party problem
title_fullStr Inharmonic speech reveals the role of harmonicity in the cocktail party problem
title_full_unstemmed Inharmonic speech reveals the role of harmonicity in the cocktail party problem
title_short Inharmonic speech reveals the role of harmonicity in the cocktail party problem
title_sort inharmonic speech reveals the role of harmonicity in the cocktail party problem
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974276/
https://www.ncbi.nlm.nih.gov/pubmed/29844313
http://dx.doi.org/10.1038/s41467-018-04551-8
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