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 221–230 of 332 papers

Title	Date	Tasks	Status
Revival with Voice: Multi-modal Controllable Text-to-Speech Synthesis	May 25, 2025	Speech Synthesistext-to-speech	—Unverified
R-MelNet: Reduced Mel-Spectral Modeling for Neural TTS	Jun 30, 2022	DecoderGPU	—Unverified
Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization	Jul 2, 2024	Inference OptimizationSpeech Synthesis	—Unverified
RSS-TOBI - A Prosodically Enhanced Romanian Speech Corpus	May 1, 2014	Speech Synthesistext-to-speech	—Unverified
Russian Stress Prediction using Maximum Entropy Ranking	Oct 1, 2013	Machine TranslationPrediction	—Unverified
Zero-Shot Streaming Text to Speech Synthesis with Transducer and Auto-Regressive Modeling	May 26, 2025	SentenceSpeech Synthesis	—Unverified
Zero-shot text-to-speech synthesis conditioned using self-supervised speech representation model	Apr 24, 2023	RhythmSelf-Supervised Learning	—Unverified
S2ST-Omni: An Efficient and Scalable Multilingual Speech-to-Speech Translation Framework via Seamless Speech-Text Alignment and Streaming Speech Generation	Jun 11, 2025	Reading ComprehensionSpeech Synthesis	—Unverified
SALF-MOS: Speaker Agnostic Latent Features Downsampled for MOS Prediction	Jun 2, 2025	Speech Synthesistext-to-speech	—Unverified
SALTTS: Leveraging Self-Supervised Speech Representations for improved Text-to-Speech Synthesis	Aug 2, 2023	DecoderSelf-Supervised Learning	—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