| Title |
A Study on Pitch Detection using Cochlear Model on Cochannel Speech |
| Authors |
신대규(Sin, Dae-Gyu) ; 신중인(Sin, Jung-In) ; 이재혁(Lee, Jae-Hyeok) ; 한두진(Han, Du-Jin) ; 박상희(Park, Sang-Hui) |
| Keywords |
Robinson cochlear model ; Cochannel speech ; Pitch estimation |
| Abstract |
In this paper, a new pitch estimation method is proposed using the Robinson cochlear model. This estimation method is useful in noisy environments and especially very efficient under cochannel in which two speaker voices exist at the same time. For the one speaker speech, the pitch can be extracted from just the neurogram of the Robinson cochlear model. In this case, as the estimation is performed in time domain, the exact pitch period can be detected though the pitch period is various. But in noisy and cochannel cases, the neurogram has many spurious peaks, so we use the autocorrelators in the neurogram to manifest the period. It the autocorrelators are used for the all delays, the large amount of calculations is necessary. Due to this defect, we propose that the autocorrelators are used for the part of the delays on which energy is concentrated. First of all, the proposed algorithm is applied to the one speaker speech, and later to the cochannel speech. And then the results are compared with the autocorrelation pitch detection method. |