WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss
Authors: Rui Liu
1,2
, Berrak Sisman
2
,Feilong Bao
1
,Guanglai Gao
1
,Haizhou Li
2
1
Inner Mongolia University, China
2
National University of Singapore, Singapore
Fig.1 Block diagram of proposed WaveTTS model using both frequency-domain loss (Loss_F) and time-domain loss (Loss_T).
Tab.1 Comparison of the frameworks in terms of loss function and waveform generation during training and run-time.
------------------------------ Speech Samples --------------------------
GT
Tacotron-GL
WaveTTS-GL
Tacotron-WN
WaveTTS-WN
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