Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition

Xin Luo, Qian Jie Fu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Studies have revealed near perfect speech recognition with primarily temporal envelope cues and severely degraded spectral cues. Among different types of temporal envelope cues, periodicity fluctuation cues have been found to significantly improve Chinese tone and sentence recognition, while the contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition have not been clearly stated. In order to make periodicity fluctuation cues available in different frequency regions, the present study employed different low-pass cutoff frequencies for the temporal envelope detectors in different channels of a four-channel noise-band cochlear implant simulation. Chinese tone and vowel recognition scores were measured for six native Chinese normal hearing listeners under six low-pass cutoff frequency combinations: all 50 Hz in four channels (all-50 Hz), all 500 Hz in four channels (all-500 Hz), and 500 Hz in one of the four channels while 50 Hz in the other three channels (ch1-500 Hz, ch2-500 Hz, et al.). The results showed that the ch4-500 Hz condition produced the high-est Chinese tone recognition among the four single-channel-500 Hz conditions, and was the only condition whose tone recognition was similar to that of the all-500 Hz condition and was significantly higher than that of the all-50 Hz condition. Chinese vowel recognition was not significantly affected by different cutoff frequency combinations. These results suggest that delivering periodicity fluctuation cues in higher frequency channels might be more important and efficient in enhancing Chinese tone recognition for cochlear implant patients.

Original languageEnglish (US)
Title of host publication2004 International Symposium on Chinese Spoken Language Processing - Proceedings
Pages133-136
Number of pages4
StatePublished - 2004
Externally publishedYes
Event2004 International Symposium on Chinese Spoken Language Processing - Hong Kong, China, Hong Kong
Duration: Dec 15 2004Dec 18 2004

Other

Other2004 International Symposium on Chinese Spoken Language Processing
CountryHong Kong
CityHong Kong, China
Period12/15/0412/18/04

Fingerprint

Cutoff frequency
Speech recognition
Cochlear implants
Audition
Detectors

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Luo, X., & Fu, Q. J. (2004). Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition. In 2004 International Symposium on Chinese Spoken Language Processing - Proceedings (pp. 133-136). [P1.4]

Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition. / Luo, Xin; Fu, Qian Jie.

2004 International Symposium on Chinese Spoken Language Processing - Proceedings. 2004. p. 133-136 P1.4.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Luo, X & Fu, QJ 2004, Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition. in 2004 International Symposium on Chinese Spoken Language Processing - Proceedings., P1.4, pp. 133-136, 2004 International Symposium on Chinese Spoken Language Processing, Hong Kong, China, Hong Kong, 12/15/04.
Luo X, Fu QJ. Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition. In 2004 International Symposium on Chinese Spoken Language Processing - Proceedings. 2004. p. 133-136. P1.4
Luo, Xin ; Fu, Qian Jie. / Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition. 2004 International Symposium on Chinese Spoken Language Processing - Proceedings. 2004. pp. 133-136
@inproceedings{36b3b3e188d3454d98bfad3fb72d8dd1,
title = "Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition",
abstract = "Studies have revealed near perfect speech recognition with primarily temporal envelope cues and severely degraded spectral cues. Among different types of temporal envelope cues, periodicity fluctuation cues have been found to significantly improve Chinese tone and sentence recognition, while the contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition have not been clearly stated. In order to make periodicity fluctuation cues available in different frequency regions, the present study employed different low-pass cutoff frequencies for the temporal envelope detectors in different channels of a four-channel noise-band cochlear implant simulation. Chinese tone and vowel recognition scores were measured for six native Chinese normal hearing listeners under six low-pass cutoff frequency combinations: all 50 Hz in four channels (all-50 Hz), all 500 Hz in four channels (all-500 Hz), and 500 Hz in one of the four channels while 50 Hz in the other three channels (ch1-500 Hz, ch2-500 Hz, et al.). The results showed that the ch4-500 Hz condition produced the high-est Chinese tone recognition among the four single-channel-500 Hz conditions, and was the only condition whose tone recognition was similar to that of the all-500 Hz condition and was significantly higher than that of the all-50 Hz condition. Chinese vowel recognition was not significantly affected by different cutoff frequency combinations. These results suggest that delivering periodicity fluctuation cues in higher frequency channels might be more important and efficient in enhancing Chinese tone recognition for cochlear implant patients.",
author = "Xin Luo and Fu, {Qian Jie}",
year = "2004",
language = "English (US)",
isbn = "0780386787",
pages = "133--136",
booktitle = "2004 International Symposium on Chinese Spoken Language Processing - Proceedings",

}

TY - GEN

T1 - Contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition

AU - Luo, Xin

AU - Fu, Qian Jie

PY - 2004

Y1 - 2004

N2 - Studies have revealed near perfect speech recognition with primarily temporal envelope cues and severely degraded spectral cues. Among different types of temporal envelope cues, periodicity fluctuation cues have been found to significantly improve Chinese tone and sentence recognition, while the contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition have not been clearly stated. In order to make periodicity fluctuation cues available in different frequency regions, the present study employed different low-pass cutoff frequencies for the temporal envelope detectors in different channels of a four-channel noise-band cochlear implant simulation. Chinese tone and vowel recognition scores were measured for six native Chinese normal hearing listeners under six low-pass cutoff frequency combinations: all 50 Hz in four channels (all-50 Hz), all 500 Hz in four channels (all-500 Hz), and 500 Hz in one of the four channels while 50 Hz in the other three channels (ch1-500 Hz, ch2-500 Hz, et al.). The results showed that the ch4-500 Hz condition produced the high-est Chinese tone recognition among the four single-channel-500 Hz conditions, and was the only condition whose tone recognition was similar to that of the all-500 Hz condition and was significantly higher than that of the all-50 Hz condition. Chinese vowel recognition was not significantly affected by different cutoff frequency combinations. These results suggest that delivering periodicity fluctuation cues in higher frequency channels might be more important and efficient in enhancing Chinese tone recognition for cochlear implant patients.

AB - Studies have revealed near perfect speech recognition with primarily temporal envelope cues and severely degraded spectral cues. Among different types of temporal envelope cues, periodicity fluctuation cues have been found to significantly improve Chinese tone and sentence recognition, while the contributions of periodicity fluctuation cues in individual frequency channels to Chinese speech recognition have not been clearly stated. In order to make periodicity fluctuation cues available in different frequency regions, the present study employed different low-pass cutoff frequencies for the temporal envelope detectors in different channels of a four-channel noise-band cochlear implant simulation. Chinese tone and vowel recognition scores were measured for six native Chinese normal hearing listeners under six low-pass cutoff frequency combinations: all 50 Hz in four channels (all-50 Hz), all 500 Hz in four channels (all-500 Hz), and 500 Hz in one of the four channels while 50 Hz in the other three channels (ch1-500 Hz, ch2-500 Hz, et al.). The results showed that the ch4-500 Hz condition produced the high-est Chinese tone recognition among the four single-channel-500 Hz conditions, and was the only condition whose tone recognition was similar to that of the all-500 Hz condition and was significantly higher than that of the all-50 Hz condition. Chinese vowel recognition was not significantly affected by different cutoff frequency combinations. These results suggest that delivering periodicity fluctuation cues in higher frequency channels might be more important and efficient in enhancing Chinese tone recognition for cochlear implant patients.

UR - http://www.scopus.com/inward/record.url?scp=21444437217&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=21444437217&partnerID=8YFLogxK

M3 - Conference contribution

SN - 0780386787

SN - 9780780386785

SP - 133

EP - 136

BT - 2004 International Symposium on Chinese Spoken Language Processing - Proceedings

ER -