Speech Synthesis on LibriTTS

Metric: V/UV F1 (higher is better)

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#	Model↕	V/UV F1▼	Extra Data	Paper	Date↕	Code
1	BigVGAN-v2	0.9793	Yes	BigVGAN: A Universal Neural Vocoder with Large-S...	2022-06-09	Code
2	PeriodWave-Turbo-L	0.9756	No	Accelerating High-Fidelity Waveform Generation v...	2024-08-15	Code
3	EVA-GAN-big	0.9745	Yes	EVA-GAN: Enhanced Various Audio Generation via S...	2024-01-31	Code
4	RFWave	0.968	No	RFWave: Multi-band Rectified Flow for Audio Wave...	2024-03-08	Code
5	EVA-GAN-base	0.9658	Yes	EVA-GAN: Enhanced Various Audio Generation via S...	2024-01-31	Code
6	PeriodWave + FreeU	0.9651	No	PeriodWave: Multi-Period Flow Matching for High-...	2024-08-14	Code
7	BigVSAN (w/ snakebeta)	0.9644	No	BigVSAN: Enhancing GAN-based Neural Vocoders wit...	2023-09-06	Code
8	BigVSAN	0.9635	No	BigVSAN: Enhancing GAN-based Neural Vocoders wit...	2023-09-06	Code
9	BigVGAN	0.9598	No	BigVGAN: A Universal Neural Vocoder with Large-S...	2022-06-09	Code
10	Vocos	0.9582	No	Vocos: Closing the gap between time-domain and F...	2023-06-01	Code
11	BigVGAN-base	0.9459	No	BigVGAN: A Universal Neural Vocoder with Large-S...	2022-06-09	Code
12	WaveFlow	0.941	No	WaveFlow: A Compact Flow-based Model for Raw Audio	2019-12-03	Code
13	WaveGlow	0.9378	No	WaveGlow: A Flow-based Generative Network for Sp...	2018-10-31	Code
14	HiFi-GAN	0.93	No	HiFi-GAN: Generative Adversarial Networks for Ef...	2020-10-12	Code
15	SC-WaveRNN	0.8144	No	Speaker Conditional WaveRNN: Towards Universal N...	2020-08-09	Code

#1BigVGAN-v2SOTA
0.9793
V/UV F1· Extra Data· 2022-06-09
BigVGAN: A Universal Neural Vocoder with Large-Scale Training Code
#2PeriodWave-Turbo-L
0.9756
V/UV F1· 2024-08-15
Accelerating High-Fidelity Waveform Generation via Adversarial Flow Matching Optimization Code
#3EVA-GAN-big
0.9745
V/UV F1· Extra Data· 2024-01-31
EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks Code
#4RFWave
0.968
V/UV F1· 2024-03-08
RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction Code
#5EVA-GAN-base
0.9658
V/UV F1· Extra Data· 2024-01-31
EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks Code
#6PeriodWave + FreeU
0.9651
V/UV F1· 2024-08-14
PeriodWave: Multi-Period Flow Matching for High-Fidelity Waveform Generation Code
#7BigVSAN (w/ snakebeta)
0.9644
V/UV F1· 2023-09-06
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial Network Code
#8BigVSAN
0.9635
V/UV F1· 2023-09-06
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial Network Code
#9BigVGAN
0.9598
V/UV F1· 2022-06-09
BigVGAN: A Universal Neural Vocoder with Large-Scale Training Code
#10Vocos
0.9582
V/UV F1· 2023-06-01
Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis Code
#11BigVGAN-base
0.9459
V/UV F1· 2022-06-09
BigVGAN: A Universal Neural Vocoder with Large-Scale Training Code
#12WaveFlowSOTA
0.941
V/UV F1· 2019-12-03
WaveFlow: A Compact Flow-based Model for Raw Audio Code
#13WaveGlowSOTA
0.9378
V/UV F1· 2018-10-31
WaveGlow: A Flow-based Generative Network for Speech Synthesis Code
#14HiFi-GAN
0.93
V/UV F1· 2020-10-12
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Code
#15SC-WaveRNN
0.8144
V/UV F1· 2020-08-09
Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions Code