On the number of channels needed to understand speech

Citation
Pc. Loizou et al., On the number of channels needed to understand speech, J ACOUST SO, 106(4), 1999, pp. 2097-2103
Citations number
28
Categorie Soggetti
Multidisciplinary,"Optics & Acoustics
Journal title
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
ISSN journal
00014966 → ACNP
Volume
106
Issue
4
Year of publication
1999
Part
1
Pages
2097 - 2103
Database
ISI
SICI code
0001-4966(199910)106:4<2097:OTNOCN>2.0.ZU;2-W
Abstract
Recent studies have shown that high levels of speech understanding could be achieved when the speech spectrum was divided into four channels and then reconstructed as a sum of four noise bands or sine waves with frequencies e qual to the center frequencies of the channels. In these studies speech und erstanding was assessed using sentences produced by a single male talker. T he aim of experiment 1 was to assess the number of channels necessary for a high level of speech understanding when sentences were produced by multipl e talkers. In experiment 1, sentences produced by 135 different talkers wer e processed through n (2 less than or equal to n less than or equal to 16) number of channels, synthesized as a sum of n sine waves with frequencies e qual to the center frequencies of the filters, and presented to normal-hear ing listeners for identification. A minimum of live channels was needed to achieve a high level (90%) of speech understanding. Asymptotic performance was achieved with eight channels, at least for the speech material used in this study. The outcome of experiment 1 demonstrated that the number of cha nnels needed to reach asymptotic performance varies as a function of the re cognition task and/or need for listeners to attend to fine phonetic detail. In experiment 2, sentences were processed through 6 and 16 channels and qu antized into a small number of steps. The purpose of this experiment was to investigate whether listeners use across-channel differences in amplitude to code frequency information, particularly when speech is processed throug h a small number of channels. For sentences processed through six channels there was a significant reduction in speech understanding when the spectral amplitudes were quantized into a small number (<8) of steps. High levels ( 92%) of speech understanding were maintained for sentences processed throug h 16 channels and quantized into only 2 steps. The findings of experiment 2 suggest an inverse relationship between the importance of spectral amplitu de resolution (number of steps) and spectral resolution (number of channels ). (C) 1999 Acoustical Society of America. [S0001-4966(99)01810-X].