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 271–280 of 332 papers

Title	Date	Tasks	Status
Speech denoising by parametric resynthesis	Apr 2, 2019	DenoisingResynthesis	—Unverified
WebWOZ: A Platform for Designing and Conducting Web-based Wizard of Oz Experiments	Aug 1, 2013	Machine TranslationSpeech Recognition	—Unverified
Spontaneous Style Text-to-Speech Synthesis with Controllable Spontaneous Behaviors Based on Language Models	Jul 18, 2024	Language ModelingLanguage Modelling	—Unverified
A distributed cloud-based dialog system for conversational application development	Sep 1, 2015	Speech RecognitionSpeech Synthesis	—Unverified
Stable-TTS: Stable Speaker-Adaptive Text-to-Speech Synthesis via Prosody Prompting	Dec 28, 2024	Speech Synthesistext-to-speech	—Unverified
Dual Script E2E framework for Multilingual and Code-Switching ASR	Jun 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
StyleFusion TTS: Multimodal Style-control and Enhanced Feature Fusion for Zero-shot Text-to-speech Synthesis	Sep 24, 2024	Speech Synthesistext-to-speech	—Unverified
Style Mixture of Experts for Expressive Text-To-Speech Synthesis	Jun 5, 2024	Mixture-of-ExpertsSpeech Synthesis	—Unverified
What happens to diffusion model likelihood when your model is conditional?	Sep 10, 2024	domain classificationmodel	—Unverified
A Challenge Set and Methods for Noun-Verb Ambiguity	Oct 1, 2018	Speech Synthesistext-to-speech	—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