Estimation of probability density function and evaluation by vowel recognition

Seiichi Nakagawa, Y. Ono, Kang-In Hur · 2005

We propose an estimation method of probability density function using a feedforward neural network and apply it to the vowel recognition task. The network, trained with target vectors made from ratios among numbers of training data in a partial input, space, can represent a probability density function of the data.

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