Speech enhancement for reverberation-robust TTS

Experiments with reverberant data

Enhancement methods:
OMLSA: baseline speech enhancement method
Postfish: baseline speech enhancement method
RNN-DFT-N: RNN enhancement of DFT based parameters trained with noisy data
RNN-DFT-R: RNN enhancement of DFT based parameters trained with reverb data


Natural and vocoded speech samples:

FEMALE MALE
Small room Medium size room Small room Medium size room
Natural Vocoded Natural Vocoded Natural Vocoded Natural Vocoded
CLEAN
REVERB
OMLSA
POSTFISH
RNN-DFT-N
RNN-DFT-R

HMM-based synthetic speech samples:

FEMALE MALE
Sample 1 Sample 2 Sample 3 Sample 4 Sample 1 Sample 2 Sample 3 Sample 4
CLEAN
REVERB
OMLSA
POSTFISH
RNN-DFT-N
RNN-DFT-R