Speech Synthesis on LibriTTS

Metric: Periodicity (higher is better)

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#	Model↕	Periodicity▼	Extra Data	Paper	Date↕	Code
1	SC-WaveRNN	0.3044	No	Speaker Conditional WaveRNN: Towards Universal N...	2020-08-09	Code
2	HiFi-GAN	0.1565	No	HiFi-GAN: Generative Adversarial Networks for Ef...	2020-10-12	Code
3	WaveGlow	0.1485	No	WaveGlow: A Flow-based Generative Network for Sp...	2018-10-31	Code
4	WaveFlow	0.1416	No	WaveFlow: A Compact Flow-based Model for Raw Audio	2019-12-03	Code
5	BigVGAN-base	0.1287	No	BigVGAN: A Universal Neural Vocoder with Large-S...	2022-06-09	Code
6	BigVGAN	0.1018	No	BigVGAN: A Universal Neural Vocoder with Large-S...	2022-06-09	Code
7	Vocos	0.101	No	Vocos: Closing the gap between time-domain and F...	2023-06-01	Code
8	EVA-GAN-base	0.0942	Yes	EVA-GAN: Enhanced Various Audio Generation via S...	2024-01-31	Code
9	BigVSAN	0.0935	No	BigVSAN: Enhancing GAN-based Neural Vocoders wit...	2023-09-06	Code
10	BigVSAN (w/ snakebeta)	0.0924	No	BigVSAN: Enhancing GAN-based Neural Vocoders wit...	2023-09-06	Code
11	RFWave	0.09	No	RFWave: Multi-band Rectified Flow for Audio Wave...	2024-03-08	Code
12	PeriodWave + FreeU	0.0765	No	PeriodWave: Multi-Period Flow Matching for High-...	2024-08-14	Code
13	EVA-GAN-big	0.0751	Yes	EVA-GAN: Enhanced Various Audio Generation via S...	2024-01-31	Code
14	BigVGAN-v2	0.0593	Yes	BigVGAN: A Universal Neural Vocoder with Large-S...	2022-06-09	Code
15	PeriodWave-Turbo-L	0.0528	No	Accelerating High-Fidelity Waveform Generation v...	2024-08-15	Code

#1SC-WaveRNNSOTA
0.3044
Periodicity· 2020-08-09
Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording Conditions Code
#2HiFi-GAN
0.1565
Periodicity· 2020-10-12
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis Code
#3WaveGlowSOTA
0.1485
Periodicity· 2018-10-31
WaveGlow: A Flow-based Generative Network for Speech Synthesis Code
#4WaveFlow
0.1416
Periodicity· 2019-12-03
WaveFlow: A Compact Flow-based Model for Raw Audio Code
#5BigVGAN-base
0.1287
Periodicity· 2022-06-09
BigVGAN: A Universal Neural Vocoder with Large-Scale Training Code
#6BigVGAN
0.1018
Periodicity· 2022-06-09
BigVGAN: A Universal Neural Vocoder with Large-Scale Training Code
#7Vocos
0.101
Periodicity· 2023-06-01
Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis Code
#8EVA-GAN-base
0.0942
Periodicity· Extra Data· 2024-01-31
EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks Code
#9BigVSAN
0.0935
Periodicity· 2023-09-06
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial Network Code
#10BigVSAN (w/ snakebeta)
0.0924
Periodicity· 2023-09-06
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial Network Code
#11RFWave
0.09
Periodicity· 2024-03-08
RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction Code
#12PeriodWave + FreeU
0.0765
Periodicity· 2024-08-14
PeriodWave: Multi-Period Flow Matching for High-Fidelity Waveform Generation Code
#13EVA-GAN-big
0.0751
Periodicity· Extra Data· 2024-01-31
EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks Code
#14BigVGAN-v2
0.0593
Periodicity· Extra Data· 2022-06-09
BigVGAN: A Universal Neural Vocoder with Large-Scale Training Code
#15PeriodWave-Turbo-L
0.0528
Periodicity· 2024-08-15
Accelerating High-Fidelity Waveform Generation via Adversarial Flow Matching Optimization Code