WSEGAN: Whispered-to-voiced alaryngeal speech conversion with GANs

Santiago Pascual1, Joan Serrà2, Antonio Bonafonte1, Jose A. Gonzalez3

1Universitat Politècnica de Catalunya, Barcelona, Spain

2Telefónica Research, Barcelona, Spain

3Universidad de Málaga, Málaga, Spain

This is the samples page of the Whisper SEGAN project, where whispered voices suffering from impairments after a total laryngectomy are reconstructed with intonation and more expressiveness than a regression baseline by means of a speech enhancement GAN. The code for this project can found here.

For the twentieth time that evening the two men shook hands.

rnn

whispered

wsegan

wsegan_seganp

How much was it.

rnn

whispered

wsegan

wsegan_seganp

She said with chattering teeth.

rnn

whispered

wsegan

wsegan_seganp