Text-To-Speech Synthesis on LJSpeech

Metric: Audio Quality MOS (higher is better)

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#	Model↕	Audio Quality MOS▼	Extra Data	Paper	Date↕	Code
1	NaturalSpeech	4.56	Yes	NaturalSpeech: End-to-End Text to Speech Synthes...	2022-05-09	Code
2	VITS	4.43	Yes	NaturalSpeech: End-to-End Text to Speech Synthes...	2022-05-09	Code
3	Grad-TTS + HiFiGAN (1000 steps)	4.37	Yes	Grad-TTS: A Diffusion Probabilistic Model for Te...	2021-05-13	Code
4	Glow-TTS + HiFiGAN	4.34	Yes	Glow-TTS: A Generative Flow for Text-to-Speech v...	2020-05-22	Code
5	FastSpeech 2 + HiFiGAN	4.34	Yes	NaturalSpeech: End-to-End Text to Speech Synthes...	2022-05-09	Code
6	FastSpeech 2 + HiFiGAN	4.32	Yes	FastSpeech 2: Fast and High-Quality End-to-End T...	2020-06-08	Code
7	FastDiff (4 steps)	4.28	Yes	FastDiff: A Fast Conditional Diffusion Model for...	2022-04-21	Code
8	FastDiff-TTS	4.03	Yes	FastDiff: A Fast Conditional Diffusion Model for...	2022-04-21	Code
9	Transformer TTS (Mel + WaveGlow)	3.88	Yes	Neural Speech Synthesis with Transformer Network	2018-09-19	Code
10	FastSpeech (Mel + WaveGlow)	3.84	Yes	FastSpeech: Fast, Robust and Controllable Text t...	2019-05-22	Code
11	OverFlow	3.37	Yes	OverFlow: Putting flows on top of neural transdu...	2022-11-13	Code
12	Merlin	2.4	Yes	FastSpeech: Fast, Robust and Controllable Text t...	2019-05-22	Code
13	temp	1.25	Yes	-	-	-