the unvoiced segment which is a non-periodic signal and the silence segment in which there is no voice activity [18]. Most time-scaling expansion algorithms process the voiced segments which can be estimated by detecting the pitch periods which are a good approximation of the periodicity of voiced segments, as shown in Fig. 1.