Speech Synthesis

Speech synthesis is the task of generating speech from some other modality like text, lip movements etc.

Please note that the leaderboards here are not really comparable between studies - as they use mean opinion score as a metric and collect different samples from Amazon Mechnical Turk.

( Image credit: WaveNet: A generative model for raw audio )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 71–80 of 1249 papers

Title	Date	Tasks	Status	Hype	Score
Generative Modeling for Low Dimensional Speech Attributes with Neural Spline Flows	Mar 3, 2022	Speech Synthesistext-to-speech	CodeCode Available	2	5
FastSpeech: Fast, Robust and Controllable Text to Speech	May 22, 2019	DecoderSpeech Synthesis	CodeCode Available	2	5
BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis	Mar 25, 2022	Image GenerationSpeech Synthesis	CodeCode Available	2	5
Improving Opus Low Bit Rate Quality with Neural Speech Synthesis	Aug 10, 2020	DecoderSpeech Synthesis	CodeCode Available	2	5
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency Model	May 11, 2023	DenoisingGPU	CodeCode Available	2	5
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech	May 15, 2022	Speech SynthesisStyle Transfer	CodeCode Available	2	5
A Real-Time Wideband Neural Vocoder at 1.6 kb/s Using LPCNet	Mar 28, 2019	Speech Synthesis	CodeCode Available	2	5
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech	Feb 8, 2023	Code GenerationDiversity	CodeCode Available	2	5
EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial Networks	Jan 31, 2024	Audio GenerationSpeech Synthesis	CodeCode Available	2	5
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis	Apr 21, 2022	DenoisingGPU	CodeCode Available	2	5

Show:10 25 50

← PrevPage 8 of 125Next →

All datasets LibriTTS North American English LJSpeech Mandarin Chinese Blizzard Challenge 2013

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	PeriodWave-Turbo-L	PESQ	4.45	—	Unverified
2	BigVGAN-v2	PESQ	4.36	—	Unverified
3	EVA-GAN-big	PESQ	4.35	—	Unverified
4	PeriodWave + FreeU	PESQ	4.25	—	Unverified
5	RFWave	PESQ	4.23	—	Unverified
6	BigVSAN (w/ snakebeta)	PESQ	4.12	—	Unverified
7	BigVSAN	PESQ	4.12	—	Unverified
8	EVA-GAN-base	PESQ	4.03	—	Unverified
9	BigVGAN	PESQ	4.03	—	Unverified
10	Vocos	PESQ	3.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Tacotron 2	Mean Opinion Score	4.53	—	Unverified
2	WaveNet (Linguistic)	Mean Opinion Score	4.34	—	Unverified
3	WaveNet (L+F)	Mean Opinion Score	4.21	—	Unverified
4	Tacotron	Mean Opinion Score	4	—	Unverified
5	HMM-driven concatenative	Mean Opinion Score	3.86	—	Unverified
6	LSTM-RNN parametric	Mean Opinion Score	3.67	—	Unverified
7	means	Mean Opinion Score	0	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BDDM vocoder	Mean Opinion Score	4.48	—	Unverified
2	DiffWave LARGE	Mean Opinion Score	4.44	—	Unverified
3	Neural HMM	Mean Opinion Score	3.24	—	Unverified
4	Neural HMM Ablation with 1 state per phone	Mean Opinion Score	2.68	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	WaveNet (L+F)	Mean Opinion Score	4.08	—	Unverified
2	LSTM-RNN parametric	Mean Opinion Score	3.79	—	Unverified
3	HMM-driven concatenative	Mean Opinion Score	3.47	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SampleRNN (2-tier)	NLL	1.39	—	Unverified
2	SampleRNN (3-tier)	NLL	1.39	—	Unverified