Text-To-Speech Synthesis

Text-To-Speech Synthesis is a machine learning task that involves converting written text into spoken words. The goal is to generate synthetic speech that sounds natural and resembles human speech as closely as possible.

Papers

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Showing 301–310 of 332 papers

Title	Date	Tasks	Status
Emphasized Accent Phrase Prediction from Text for Advertisement Text-To-Speech Synthesis	Dec 1, 2014	Speech Synthesistext-to-speech	—Unverified
Duration Modeling by Multi-Models based on Vowel Production characteristics	Dec 1, 2014	Speech SynthesisText-To-Speech Synthesis	—Unverified
Hippocratic Abbreviation Expansion	Jun 1, 2014	Information RetrievalMachine Translation	—Unverified
RSS-TOBI - A Prosodically Enhanced Romanian Speech Corpus	May 1, 2014	Speech Synthesistext-to-speech	—Unverified
Towards Multilingual Conversations in the Medical Domain: Development of Multilingual Medical Data and A Network-based ASR System	May 1, 2014	Machine Translationspeech-recognition	—Unverified
Using a machine learning model to assess the complexity of stress systems	May 1, 2014	BIG-bench Machine LearningSpeech Synthesis	—Unverified
Designing Language Technology Applications: A Wizard of Oz Driven Prototyping Framework	Apr 1, 2014	Machine TranslationSpeech Recognition	—Unverified
Predicting Romanian Stress Assignment	Apr 1, 2014	Speech SynthesisText-To-Speech Synthesis	—Unverified
HMM-based Mandarin Singing Voice Synthesis Using Tailored Synthesis Units and Question Sets	Dec 1, 2013	Singing Voice SynthesisSpeech Synthesis	—Unverified
Development of Marathi Part of Speech Tagger Using Statistical Approach	Oct 2, 2013	Information RetrievalPart-Of-Speech Tagging	—Unverified

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All datasets LJSpeech 20000 utterances CMUDict 0.7b HUI speech corpus Thorsten voice 21.02 neutral Trinity Speech-Gesture Dataset

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	NaturalSpeech	Audio Quality MOS	4.56	—	Unverified
2	VITS	Audio Quality MOS	4.43	—	Unverified
3	Grad-TTS + HiFiGAN (1000 steps)	Audio Quality MOS	4.37	—	Unverified
4	FastSpeech 2 + HiFiGAN	Audio Quality MOS	4.34	—	Unverified
5	Glow-TTS + HiFiGAN	Audio Quality MOS	4.34	—	Unverified
6	FastSpeech 2 + HiFiGAN	Audio Quality MOS	4.32	—	Unverified
7	FastDiff (4 steps)	Audio Quality MOS	4.28	—	Unverified
8	FastDiff-TTS	Audio Quality MOS	4.03	—	Unverified
9	Transformer TTS (Mel + WaveGlow)	Audio Quality MOS	3.88	—	Unverified
10	FastSpeech (Mel + WaveGlow)	Audio Quality MOS	3.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Mia	10-keyword Speech Commands dataset	16	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Token-Level Ensemble Distillation	Phoneme Error Rate	4.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Tacotron 2	Mean Opinion Score	3.74	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Tacotron 2	Mean Opinion Score	3.49	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Match-TTSG	MOS	3.7	—	Unverified