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 871–880 of 1249 papers

Title	Date	Tasks	Status	Hype
Bayesian Subspace HMM for the Zerospeech 2020 Challenge	May 19, 2020	Speech Synthesis	—Unverified	0
Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis	May 17, 2020	Lip ReadingLip to Speech Synthesis	CodeCode Available	1
Semi-supervised Learning for Multi-speaker Text-to-speech Synthesis Using Discrete Speech Representation	May 16, 2020	DecoderSpeech Synthesis	—Unverified	0
You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation	May 14, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis	May 12, 2020	Speech SynthesisStyle Transfer	CodeCode Available	1
TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian Portuguese	May 11, 2020	DenoisingSpeech Synthesis	CodeCode Available	1
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback Constraint	May 10, 2020	Speaker VerificationSpeech Synthesis	CodeCode Available	1
Building A User-Centric and Content-Driven Socialbot	May 6, 2020	ArticlesManagement	—Unverified	0
Can Speaker Augmentation Improve Multi-Speaker End-to-End TTS?	May 4, 2020	Speech Synthesis	CodeCode Available	1
Development and Evaluation of Speech Synthesis Corpora for Latvian	May 1, 2020	speech-recognitionSpeech Recognition	—Unverified	0

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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