Experimental evaluation of the effect of phoneme time stretching on speaker embedding

Abstract

For an indefinite length spectrogram sequence of phonemes, we experimentally verified two methods of obtaining speaker embedding by transforming it to fixed length: adding padding and time stretching. We confirmed that both methods can maintain the extraction performance. We also confirm that the fixed frame length does not affect the results.