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Implementation of Persian Isolated-Digits Recognition with Matlab
I recorded (0 to 9) digits two times (one for the test and the other one as a reference) in Persian (you can do that in your language!).Then extracted their features (5 different feature vectors, one for each question(i).m) and tried to recognize them withcepstral distance measure. (see image below)
Actually, cepstral distance is not a good measure for the speech recognition task because it ignores time warping. for more accuracy, you can use neural networks such as RNNs.
notations
question1:12 real cepstrum coefficients question2:12 MFCC (Mel-frequency cepstral coefficients) question3:12 MFCC + 1 Energy coefficient question4:12 MFCC + 1 Energy coefficient and their first derivatives question5:12 MFCC + 1 Energy coefficient and their first and second derivatives
isolated digits or words recognition flowchart
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Implementation of Persian Isolated-Digits Recognition with Matlab