Literature DB >> 16266163

Contribution of frequency modulation to speech recognition in noise.

Ginger S Stickney1, Kaibao Nie, Fan-Gang Zeng.   

Abstract

Cochlear implants allow most patients with profound deafness to successfully communicate under optimal listening conditions. However, the amplitude modulation (AM) information provided by most implants is not sufficient for speech recognition in realistic settings where noise is typically present. This study added slowly varying frequency modulation (FM) to the existing algorithm of an implant simulation and used competing sentences to evaluate FM contributions to speech recognition in noise. Potential FM advantage was evaluated as a function of the number of spectral bands, FM depth, FM rate, and FM band distribution. Barring floor and ceiling effects, significant improvement was observed for all bands from 1 to 32 with the additional FM cue both in quiet and noise. Performance also improved with greater FM depth and rate, which might reflect resolved sidebands under the FM condition. Having FM present in low-frequency bands was more beneficial than in high-frequency bands, and only half of the bands required the presence of FM, regardless of position, to achieve performance similar to when all bands had the FM cue. These results provide insight into the relative contributions of AM and FM to speech communication and the potential advantage of incorporating FM for cochlear implant signal processing.

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Year:  2005        PMID: 16266163     DOI: 10.1121/1.2031967

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


  15 in total

1.  Relative contribution of target and masker temporal fine structure to the unmasking of consonants in noise.

Authors:  Frédéric Apoux; Eric W Healy
Journal:  J Acoust Soc Am       Date:  2011-12       Impact factor: 1.840

2.  Comparing the effects of reverberation and of noise on speech recognition in simulated electric-acoustic listening.

Authors:  Kate Helms Tillery; Christopher A Brown; Sid P Bacon
Journal:  J Acoust Soc Am       Date:  2012-01       Impact factor: 1.840

3.  Relative contribution of off- and on-frequency spectral components of background noise to the masking of unprocessed and vocoded speech.

Authors:  Frédéric Apoux; Eric W Healy
Journal:  J Acoust Soc Am       Date:  2010-10       Impact factor: 1.840

4.  Dual-carrier processing to convey temporal fine structure cues: Implications for cochlear implants.

Authors:  Frédéric Apoux; Carla L Youngdahl; Sarah E Yoho; Eric W Healy
Journal:  J Acoust Soc Am       Date:  2015-09       Impact factor: 1.840

5.  Speech identification based on temporal fine structure cues.

Authors:  Stanley Sheft; Marine Ardoint; Christian Lorenzi
Journal:  J Acoust Soc Am       Date:  2008-07       Impact factor: 1.840

6.  Role and relative contribution of temporal envelope and fine structure cues in sentence recognition by normal-hearing listeners.

Authors:  Frédéric Apoux; Sarah E Yoho; Carla L Youngdahl; Eric W Healy
Journal:  J Acoust Soc Am       Date:  2013-09       Impact factor: 1.840

7.  The ability of cochlear implant users to use temporal envelope cues recovered from speech frequency modulation.

Authors:  Jong Ho Won; Christian Lorenzi; Kaibao Nie; Xing Li; Elyse M Jameyson; Ward R Drennan; Jay T Rubinstein
Journal:  J Acoust Soc Am       Date:  2012-08       Impact factor: 1.840

8.  Current focusing and steering: modeling, physiology, and psychophysics.

Authors:  Ben H Bonham; Leonid M Litvak
Journal:  Hear Res       Date:  2008-04-06       Impact factor: 3.208

9.  Role of binaural hearing in speech intelligibility and spatial release from masking using vocoded speech.

Authors:  Soha N Garadat; Ruth Y Litovsky; Gongqiang Yu; Fan-Gang Zeng
Journal:  J Acoust Soc Am       Date:  2009-11       Impact factor: 1.840

10.  Encoding frequency contrast in primate auditory cortex.

Authors:  Brian J Malone; Brian H Scott; Malcolm N Semple
Journal:  J Neurophysiol       Date:  2014-03-05       Impact factor: 2.714

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