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 521–530 of 1249 papers

Title	Date	Tasks	Status
Autoregressive Diffusion Transformer for Text-to-Speech Synthesis	Jun 8, 2024	Audio GenerationDecoder	—Unverified
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis	Mar 19, 2024	In-Context LearningSpeech Synthesis	—Unverified
A Deterministic plus Stochastic Model of the Residual Signal for Improved Parametric Speech Synthesis	Dec 29, 2019	Speech Synthesis	—Unverified
Designing the Next Generation of Intelligent Personal Robotic Assistants for the Physically Impaired	Nov 28, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Designing the Latvian Speech Recognition Corpus	May 1, 2014	speech-recognitionSpeech Recognition	—Unverified
Designing Language Technology Applications: A Wizard of Oz Driven Prototyping Framework	Apr 1, 2014	Machine TranslationSpeech Recognition	—Unverified
Designing French Tale Corpora for Entertaining Text To Speech Synthesis	May 1, 2012	SentenceSpeech Synthesis	—Unverified
Automatic Syllabification for Manipuri language	Dec 1, 2016	Automatic Speech Recognition (ASR)Segmentation	—Unverified
Design and Development of Speech Corpora for Air Traffic Control Training	May 1, 2018	Automatic Speech Recognition (ASR)Speech Recognition	—Unverified
Design and development a children's speech database	May 25, 2016	speech-recognitionSpeech Recognition	—Unverified

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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