Literature DB >> 10491708

Speech recognition with altered spectral distribution of envelope cues.

R V Shannon1, F G Zeng, J Wygonski.   

Abstract

Recognition of consonants, vowels, and sentences was measured in conditions of reduced spectral resolution and distorted spectral distribution of temporal envelope cues. Speech materials were processed through four bandpass filters (analysis bands), half-wave rectified, and low-pass filtered to extract the temporal envelope from each band. The envelope from each speech band modulated a band-limited noise (carrier bands). Analysis and carrier bands were manipulated independently to alter the spectral distribution of envelope cues. Experiment I demonstrated that the location of the cutoff frequencies defining the bands was not a critical parameter for speech recognition, as long as the analysis and carrier bands were matched in frequency extent. Experiment II demonstrated a dramatic decrease in performance when the analysis and carrier bands did not match in frequency extent, which resulted in a warping of the spectral distribution of envelope cues. Experiment III demonstrated a large decrease in performance when the carrier bands were shifted in frequency, mimicking the basal position of electrodes in a cochlear implant. And experiment IV showed a relatively minor effect of the overlap in the noise carrier bands, simulating the overlap in neural populations responding to adjacent electrodes in a cochlear implant. Overall, these results show that, for four bands, the frequency alignment of the analysis bands and carrier bands is critical for good performance, while the exact frequency divisions and overlap in carrier bands are not as critical.

Mesh:

Year:  1998        PMID: 10491708     DOI: 10.1121/1.423774

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


  62 in total

1.  Features of stimulation affecting tonal-speech perception: implications for cochlear prostheses.

Authors:  Li Xu; Yuhjung Tsai; Bryan E Pfingst
Journal:  J Acoust Soc Am       Date:  2002-07       Impact factor: 1.840

2.  Dynamics of Word Comprehension in Infancy: Developments in Timing, Accuracy, and Resistance to Acoustic Degradation.

Authors:  Renate Zangl; Lindsay Klarman; Donna Thal; Anne Fernald; Elizabeth Bates
Journal:  J Cogn Dev       Date:  2005

3.  Parallel coding of first- and second-order stimulus attributes by midbrain electrosensory neurons.

Authors:  Patrick McGillivray; Katrin Vonderschen; Eric S Fortune; Maurice J Chacron
Journal:  J Neurosci       Date:  2012-04-18       Impact factor: 6.167

4.  The effects of frequency-place shift on consonant confusion in cochlear implant simulations.

Authors:  Ning Zhou; Li Xu; Chao-Yang Lee
Journal:  J Acoust Soc Am       Date:  2010-07       Impact factor: 1.840

5.  Using temporal modulation sensitivity to select stimulation sites for processor MAPs in cochlear implant listeners.

Authors:  Soha N Garadat; Teresa A Zwolan; Bryan E Pfingst
Journal:  Audiol Neurootol       Date:  2013-07-20       Impact factor: 1.854

6.  Inferior frontal gyrus activation predicts individual differences in perceptual learning of cochlear-implant simulations.

Authors:  Frank Eisner; Carolyn McGettigan; Andrew Faulkner; Stuart Rosen; Sophie K Scott
Journal:  J Neurosci       Date:  2010-05-26       Impact factor: 6.167

7.  Relative contributions of spectral and temporal cues for phoneme recognition.

Authors:  Li Xu; Catherine S Thompson; Bryan E Pfingst
Journal:  J Acoust Soc Am       Date:  2005-05       Impact factor: 1.840

8.  Psychophysical metrics and speech recognition in cochlear implant users.

Authors:  Bryan E Pfingst; Li Xu
Journal:  Audiol Neurootol       Date:  2005-08-05       Impact factor: 1.854

9.  Perceptual adaptation to spectrally shifted vowels: training with nonlexical labels.

Authors:  Tianhao Li; Qian-Jie Fu
Journal:  J Assoc Res Otolaryngol       Date:  2006-11-28

10.  Implications of deep electrode insertion on cochlear implant fitting.

Authors:  Mathieu Gani; Gregory Valentini; Alain Sigrist; Maria-Izabel Kós; Colette Boëx
Journal:  J Assoc Res Otolaryngol       Date:  2007-01-11
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.