Title :
A hearing model to estimate mandarin speech intelligibility for the hearing impaired patients
Author :
Pei-Chun Tsai ; Shih-Ting Lin ; Wen-Chung Lee ; Chung-Chien Hsu ; Tai-Shih Chi ; Chia-Fone Lee
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
A hearing model, which is parameterized by hearing thresholds, degrees of loudness recruitment and reductions of frequency resolution of a hearing-impaired (HI) patient, is proposed in this paper. The model is developed in the filter-bank framework and is flexible for fitting hearing-loss conditions of HI patients. Psychoacoustic experiments were conducted under clean and noisy conditions to validate the model´s capability in predicting Mandarin speech intelligibility for HI patients. Statistical analysis on the hearing-test results suggests that the proposed model can predict Mandarin speech intelligibility for HI patients to a certain degree.
Keywords :
hearing; medical signal processing; speech intelligibility; speech processing; statistical analysis; MANDARIN speech intelligibility; filter-bank framework; hearing impaired patients; hearing model; psychoacoustic experiments; statistical analysis; Analysis of variance; Filter banks; Noise; Psychoacoustic models; Recruitment; Speech; cochlear frequency selectivity; hearing impaired; hearing model; loudness recruitment; speech intelligibility;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7179093