Audio Samples from "Any-speaker Adaptive Text-To-Speech Synthesis With Diffusion Models"

Contents

Zero-shot Adaptation (VCTK Dataset)

Text
Ground Truth
Reference
Meta-Stylespeech
Grad-TTS
YourTTS
Ours

Zero-shot Adaptation (LibriTTS Dataset)

Text
Ground Truth
Reference
Meta-stylespeech
Grad-TTS
YourTTS
Ours

Few-shot Adaptation (VCTK Dataset)

Text

 He thought he detected a pleasant smell of herbs, like the potpourri his mother had in bowls in their house. Whether much or little consideration had been directed to the result, Miss Chancellor certainly would not have incurred this reproach. These gentlemen, now, what do they come for ? he said, pointing to the malignant gentleman, who was talking at the high table. He well knew the perils of the frontier, the savage state of society, the lurking Indians and the dangers of fever. Only, even though love has wholly disappeared, she still claims consideration, and Althea did not wish to lose Hermon's regard.
Reference
AdaSpeech
Ours

Few-shot Adaptation (ESD Dataset, only for demo)

Grad-StyleSpeech ables to adapt to emotional speech only with 20 samples and 100 fine-tuning steps.

Emotion

 Angry Happy Neutral Sad Surprise

Text

 If you thought I lived in New York, why in the world didn't you come and see me? the lady inquired. I knew you could not choose but like her; but yet, let me tell you, you have seen but the worst of her. However loudly outward circumstances might oppose this, he now felt, with a certainty which surprised him, that this work was not his own. Montrose also, after having experienced still more variety of good and bad fortune, threw down his arms, and retired out of the kingdom. The marquis of Worcester, a man past eighty four, was the last in England that submitted to the authority of the parliament.
Reference
Ours (Zero-shot)
Ours (Few-shot)

Text

 I do not know how, but you must keep the matter in mind and perhaps the chance will come to you, she replied. Poor Rachel ! her nature recoiled from deceit, and she told, at all events, as much of the truth as she dared. My father has lost his too, and my eldest brother, but we all look like people risen from the dead. The frightened soldiers hurried away to find Tiggle, and Trot was well pleased because she knew Tiggle was by this time safely hidden. After all, the Mormon people regard the advent of the Buchanan army as one of the greatest material blessings ever brought to them.
Reference
Ours (Zero-shot)
Ours (Few-shot)
Demo page template reference: https://jaywalnut310.github.io/vits-demo/index.html