Literature DB >> 22501068

Channel selection in the modulation domain for improved speech intelligibility in noise.

Kamil K Wójcicki1, Philipos C Loizou.   

Abstract

Background noise reduces the depth of the low-frequency envelope modulations known to be important for speech intelligibility. The relative strength of the target and masker envelope modulations can be quantified using a modulation signal-to-noise ratio, (S/N)(mod), measure. Such a measure can be used in noise-suppression algorithms to extract target-relevant modulations from the corrupted (target + masker) envelopes for potential improvement in speech intelligibility. In the present study, envelopes are decomposed in the modulation spectral domain into a number of channels spanning the range of 0-30 Hz. Target-dominant modulations are identified and retained in each channel based on the (S/N)(mod) selection criterion, while modulations which potentially interfere with perception of the target (i.e., those dominated by the masker) are discarded. The impact of modulation-selective processing on the speech-reception threshold for sentences in noise is assessed with normal-hearing listeners. Results indicate that the intelligibility of noise-masked speech can be improved by as much as 13 dB when preserving target-dominant modulations, present up to a modulation frequency of 18 Hz, while discarding masker-dominant modulations from the mixture envelopes.

Mesh:

Year:  2012        PMID: 22501068      PMCID: PMC3339500          DOI: 10.1121/1.3688488

Source DB:  PubMed          Journal:  J Acoust Soc Am        ISSN: 0001-4966            Impact factor:   1.840


  23 in total

1.  Spectro-temporal response field characterization with dynamic ripples in ferret primary auditory cortex.

Authors:  D A Depireux; J Z Simon; D J Klein; S A Shamma
Journal:  J Neurophysiol       Date:  2001-03       Impact factor: 2.714

2.  Factors influencing intelligibility of ideal binary-masked speech: implications for noise reduction.

Authors:  Ning Li; Philipos C Loizou
Journal:  J Acoust Soc Am       Date:  2008-03       Impact factor: 1.840

3.  Digital noise reduction: outcomes from laboratory and field studies.

Authors:  Ruth Bentler; Yu-Hsiang Wu; Jerrica Kettel; Richard Hurtig
Journal:  Int J Audiol       Date:  2008-08       Impact factor: 2.117

4.  Spectro-temporal modulation transfer function of single voxels in the human auditory cortex measured with high-resolution fMRI.

Authors:  Marc Schönwiesner; Robert J Zatorre
Journal:  Proc Natl Acad Sci U S A       Date:  2009-08-10       Impact factor: 11.205

5.  Role of mask pattern in intelligibility of ideal binary-masked noisy speech.

Authors:  Ulrik Kjems; Jesper B Boldt; Michael S Pedersen; Thomas Lunner; Deliang Wang
Journal:  J Acoust Soc Am       Date:  2009-09       Impact factor: 1.840

6.  Predicting speech intelligibility based on the signal-to-noise envelope power ratio after modulation-frequency selective processing.

Authors:  Søren Jørgensen; Torsten Dau
Journal:  J Acoust Soc Am       Date:  2011-09       Impact factor: 1.840

7.  Analysis of dynamic spectra in ferret primary auditory cortex. I. Characteristics of single-unit responses to moving ripple spectra.

Authors:  N Kowalski; D A Depireux; S A Shamma
Journal:  J Neurophysiol       Date:  1996-11       Impact factor: 2.714

8.  Effect of reducing slow temporal modulations on speech reception.

Authors:  R Drullman; J M Festen; R Plomp
Journal:  J Acoust Soc Am       Date:  1994-05       Impact factor: 1.840

9.  Evaluation of a noise reduction method--comparison between observed scores and scores predicted from STI.

Authors:  C Ludvigsen; C Elberling; G Keidser
Journal:  Scand Audiol Suppl       Date:  1993

10.  The modulation transfer function for speech intelligibility.

Authors:  Taffeta M Elliott; Frédéric E Theunissen
Journal:  PLoS Comput Biol       Date:  2009-03-06       Impact factor: 4.475

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  1 in total

1.  Predicting the speech reception threshold of cochlear implant listeners using an envelope-correlation based measure.

Authors:  Nima Yousefian; Philipos C Loizou
Journal:  J Acoust Soc Am       Date:  2012-11       Impact factor: 1.840

  1 in total

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