A Detection-Theoretic Analysis of Auditory Streaming and Its Relation to Auditory Masking

Research on hearing has long been challenged with understanding our exceptional ability to hear out individual sounds in a mixture (the so-called cocktail party problem). Two general approaches to the problem have been taken using sequences of tones as stimuli. The first has focused on our tendency...

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Main Authors: An-Chieh Chang, Robert Lutfi, Jungmee Lee, Inseok Heo
Format: Article
Language:English
Published: SAGE Publishing 2016-09-01
Series:Trends in Hearing
Online Access:https://doi.org/10.1177/2331216516664343
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spelling doaj-00ece250b98944888abd156dea4cde132020-11-25T03:22:13ZengSAGE PublishingTrends in Hearing2331-21652016-09-012010.1177/233121651666434310.1177_2331216516664343A Detection-Theoretic Analysis of Auditory Streaming and Its Relation to Auditory MaskingAn-Chieh Chang0Robert Lutfi1Jungmee Lee2Inseok Heo3Department of Communication Sciences and Disorders, University of Wisconsin–Madison, WI, USADepartment of Communication Sciences and Disorders, University of Wisconsin–Madison, WI, USADepartment of Communication Sciences and Disorders, University of Wisconsin–Madison, WI, USADepartment of Electrical and Computer Engineering, University of Wisconsin–Madison, WI, USAResearch on hearing has long been challenged with understanding our exceptional ability to hear out individual sounds in a mixture (the so-called cocktail party problem). Two general approaches to the problem have been taken using sequences of tones as stimuli. The first has focused on our tendency to hear sequences, sufficiently separated in frequency, split into separate cohesive streams (auditory streaming). The second has focused on our ability to detect a change in one sequence, ignoring all others (auditory masking). The two phenomena are clearly related, but that relation has never been evaluated analytically. This article offers a detection-theoretic analysis of the relation between multitone streaming and masking that underscores the expected similarities and differences between these phenomena and the predicted outcome of experiments in each case. The key to establishing this relation is the function linking performance to the information divergence of the tone sequences, DKL (a measure of the statistical separation of their parameters). A strong prediction is that streaming and masking of tones will be a common function of DKL provided that the statistical properties of sequences are symmetric. Results of experiments are reported supporting this prediction.https://doi.org/10.1177/2331216516664343
collection DOAJ
language English
format Article
sources DOAJ
author An-Chieh Chang
Robert Lutfi
Jungmee Lee
Inseok Heo
spellingShingle An-Chieh Chang
Robert Lutfi
Jungmee Lee
Inseok Heo
A Detection-Theoretic Analysis of Auditory Streaming and Its Relation to Auditory Masking
Trends in Hearing
author_facet An-Chieh Chang
Robert Lutfi
Jungmee Lee
Inseok Heo
author_sort An-Chieh Chang
title A Detection-Theoretic Analysis of Auditory Streaming and Its Relation to Auditory Masking
title_short A Detection-Theoretic Analysis of Auditory Streaming and Its Relation to Auditory Masking
title_full A Detection-Theoretic Analysis of Auditory Streaming and Its Relation to Auditory Masking
title_fullStr A Detection-Theoretic Analysis of Auditory Streaming and Its Relation to Auditory Masking
title_full_unstemmed A Detection-Theoretic Analysis of Auditory Streaming and Its Relation to Auditory Masking
title_sort detection-theoretic analysis of auditory streaming and its relation to auditory masking
publisher SAGE Publishing
series Trends in Hearing
issn 2331-2165
publishDate 2016-09-01
description Research on hearing has long been challenged with understanding our exceptional ability to hear out individual sounds in a mixture (the so-called cocktail party problem). Two general approaches to the problem have been taken using sequences of tones as stimuli. The first has focused on our tendency to hear sequences, sufficiently separated in frequency, split into separate cohesive streams (auditory streaming). The second has focused on our ability to detect a change in one sequence, ignoring all others (auditory masking). The two phenomena are clearly related, but that relation has never been evaluated analytically. This article offers a detection-theoretic analysis of the relation between multitone streaming and masking that underscores the expected similarities and differences between these phenomena and the predicted outcome of experiments in each case. The key to establishing this relation is the function linking performance to the information divergence of the tone sequences, DKL (a measure of the statistical separation of their parameters). A strong prediction is that streaming and masking of tones will be a common function of DKL provided that the statistical properties of sequences are symmetric. Results of experiments are reported supporting this prediction.
url https://doi.org/10.1177/2331216516664343
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