Speaker Adaptive Text-to-Speech with Timbre-Normalized Vector-Quantized Feature
Multi-speaker Text-to-speech
All the same, Freddy, I am glad you dropped in: I won't forget it.
Ground-truth
Tacotron 2
Fastspeech 2
GlowTTS
VITS
GradTTS(Mel)
GradTTS(VQ)
VQTTS
"More than a thousand went on them, Dmitri Fyodorovitch," retorted Trifon Borissovitch firmly.
Ground-truth
Tacotron 2
Fastspeech 2
GlowTTS
VITS
GradTTS(Mel)
GradTTS(VQ)
VQTTS
"Guess we'd better begin to step lively, Star," he said, reaching forward and stroking the horse's neck.
Ground-truth
Tacotron 2
Fastspeech 2
GlowTTS
VITS
GradTTS(Mel)
GradTTS(VQ)
VQTTS
He bent closer to the tiny quantity of powder in the bottom of the vessel.
Ground-truth
Tacotron 2
Fastspeech 2
GlowTTS
VITS
GradTTS(Mel)
GradTTS(VQ)
VQTTS
Speaker adaptation (10s data)
The gate at the fair grounds was robbed that fall.
Ground-truth
AdaSpeech
VQTTS
TN-VQTTS(f.t. free)
TN-VQTTS(weight f.t.)
The second passed in height The first, and sought the forehead, and half missed, Half falling on the hair.
Ground-truth
AdaSpeech
VQTTS
TN-VQTTS(f.t. free)
TN-VQTTS(weight f.t.)
The subject was a very noble one; he described the most famous action in which the Athenian people were ever engaged.
Ground-truth
AdaSpeech
VQTTS
TN-VQTTS(f.t. free)
TN-VQTTS(weight f.t.)
She began to realize that in this pleasant little chat the fact of the boy's color had quite escaped her; and what especially puzzled her was that this had not happened before.
Ground-truth
AdaSpeech
VQTTS
TN-VQTTS(f.t. free)
TN-VQTTS(weight f.t.)
Speaker adaptation (30s data)
The gate at the fair grounds was robbed that fall.
Ground-truth
AdaSpeech
VQTTS
TN-VQTTS(f.t. free)
TN-VQTTS(weight f.t.)
The second passed in height The first, and sought the forehead, and half missed, Half falling on the hair.
Ground-truth
AdaSpeech
VQTTS
TN-VQTTS(f.t. free)
TN-VQTTS(weight f.t.)
The subject was a very noble one; he described the most famous action in which the Athenian people were ever engaged.
Ground-truth
AdaSpeech
VQTTS
TN-VQTTS(f.t. free)
TN-VQTTS(weight f.t.)
She began to realize that in this pleasant little chat the fact of the boy's color had quite escaped her; and what especially puzzled her was that this had not happened before.