next up previous
次へ: Simulated microphone array 上へ: Experimental Evaluation of CSCC 戻る: Experimental Evaluation of CSCC

Experimental Conditions

Continuous speech recognition (CSR) experiments were performed to evaluate the performance of the CSCC method to recognize Japanese sentense speech in noisy environment using an microphone array.

We used ``IPA-testset'' consisting of 100 sentences each uttered by male and female speakers excerpted from ASJ-JNAS corpus of read newspaper articles as the test set. Other 10 sentence utterances from the same database were used as 1 to 5 interfering speech noises with a signal-to-noise ratio of 10dB per noise.

Input speech data were analyzed with a 25-mS frame length and 10-mS frame shift. 12-order MFCCs, their $ \Delta$MFCCs and $ \Delta$log-power were used as acoustic feature vector. Using ``Julius3.3p3''[5] as the speech recognition platform, word accuracy was evaluated as the measure of speech recognition performance.



平成16年9月23日