SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 1249 papers

TitleStatusHype
S2ST-Omni: An Efficient and Scalable Multilingual Speech-to-Speech Translation Framework via Seamless Speech-Text Alignment and Streaming Speech Generation—0
Seeing Voices: Generating A-Roll Video from Audio with Mirage—0
HiFiTTS-2: A Large-Scale High Bandwidth Speech Dataset—0
A Novel Data Augmentation Approach for Automatic Speaking Assessment on Opinion Expressions—0
Prompt-Unseen-Emotion: Zero-shot Expressive Speech Synthesis with Prompt-LLM Contextual Knowledge for Mixed Emotions—0
CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech—0
SALF-MOS: Speaker Agnostic Latent Features Downsampled for MOS Prediction—0
Counterfactual Activation Editing for Post-hoc Prosody and Mispronunciation Correction in TTS Models—0
Chain-of-Thought Training for Open E2E Spoken Dialogue Systems—0
BinauralFlow: A Causal and Streamable Approach for High-Quality Binaural Speech Synthesis with Flow Matching Models—0
ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis—0
DiEmo-TTS: Disentangled Emotion Representations via Self-Supervised Distillation for Cross-Speaker Emotion Transfer in Text-to-Speech—0
Zero-Shot Streaming Text to Speech Synthesis with Transducer and Auto-Regressive Modeling—0
GSA-TTS : Toward Zero-Shot Speech Synthesis based on Gradual Style Adaptor—0
Revival with Voice: Multi-modal Controllable Text-to-Speech Synthesis—0
RASMALAI: Resources for Adaptive Speech Modeling in Indian Languages with Accents and Intonations—0
Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding—0
MIKU-PAL: An Automated and Standardized Multi-Modal Method for Speech Paralinguistic and Affect Labeling—0
Articulatory Feature Prediction from Surface EMG during Speech ProductionCode0
FMSD-TTS: Few-shot Multi-Speaker Multi-Dialect Text-to-Speech Synthesis for Ü-Tsang, Amdo and Kham Speech Dataset Generation—0
Pairwise Evaluation of Accent Similarity in Speech Synthesis—0
OZSpeech: One-step Zero-shot Speech Synthesis with Learned-Prior-Conditioned Flow Matching—0
RoVo: Robust Voice Protection Against Unauthorized Speech Synthesis with Embedding-Level Perturbations—0
Shallow Flow Matching for Coarse-to-Fine Text-to-Speech Synthesis—0
UDDETTS: Unifying Discrete and Dimensional Emotions for Controllable Emotional Text-to-Speech—0
DPN-GAN: Inducing Periodic Activations in Generative Adversarial Networks for High-Fidelity Audio Synthesis—0
Investigating self-supervised features for expressive, multilingual voice conversion—0
Lightweight End-to-end Text-to-speech Synthesis for low resource on-device applications—0
AlignDiT: Multimodal Aligned Diffusion Transformer for Synchronized Speech Generation—0
Towards Flow-Matching-based TTS without Classifier-Free Guidance—0
Generative Adversarial Network based Voice Conversion: Techniques, Challenges, and Recent Advancements—0
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning—0
A Multi-Agent Framework for Automated Qinqiang Opera Script Generation Using Large Language Models—0
SOLIDO: A Robust Watermarking Method for Speech Synthesis via Low-Rank Adaptation—0
DialogueAgents: A Hybrid Agent-Based Speech Synthesis Framework for Multi-Party DialogueCode0
Collective Learning Mechanism based Optimal Transport Generative Adversarial Network for Non-parallel Voice Conversion—0
Pseudo-Autoregressive Neural Codec Language Models for Efficient Zero-Shot Text-to-Speech Synthesis—0
AutoStyle-TTS: Retrieval-Augmented Generation based Automatic Style Matching Text-to-Speech Synthesis—0
AMNet: An Acoustic Model Network for Enhanced Mandarin Speech Synthesis—0
SlimSpeech: Lightweight and Efficient Text-to-Speech with Slim Rectified Flow—0
Empowering Global Voices: A Data-Efficient, Phoneme-Tone Adaptive Approach to High-Fidelity Speech Synthesis—0
VoiceCraft-Dub: Automated Video Dubbing with Neural Codec Language Models—0
SpeechDialogueFactory: Generating High-Quality Speech Dialogue Data to Accelerate Your Speech-LLM DevelopmentCode0
SupertonicTTS: Towards Highly Scalable and Efficient Text-to-Speech System—0
From Faces to Voices: Learning Hierarchical Representations for High-quality Video-to-Speech—0
DiVISe: Direct Visual-Input Speech Synthesis Preserving Speaker Characteristics And IntelligibilityCode0
Good practices for evaluation of synthesized speech—0
Voice Cloning for Dysarthric Speech Synthesis: Addressing Data Scarcity in Speech-Language Pathology—0
DiffCSS: Diverse and Expressive Conversational Speech Synthesis with Diffusion Models—0
MegaTTS 3: Sparse Alignment Enhanced Latent Diffusion Transformer for Zero-Shot Speech Synthesis—0
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All datasetsLibriTTSNorth American EnglishLJSpeechMandarin ChineseBlizzard Challenge 2013

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PeriodWave-Turbo-LPESQ4.45—Unverified
2BigVGAN-v2PESQ4.36—Unverified
3EVA-GAN-bigPESQ4.35—Unverified
4PeriodWave + FreeUPESQ4.25—Unverified
5RFWavePESQ4.23—Unverified
6BigVSAN (w/ snakebeta)PESQ4.12—Unverified
7BigVSANPESQ4.12—Unverified
8EVA-GAN-basePESQ4.03—Unverified
9BigVGANPESQ4.03—Unverified
10VocosPESQ3.7—Unverified
#ModelMetricClaimedVerifiedStatus
1Tacotron 2Mean Opinion Score4.53—Unverified
2WaveNet (Linguistic)Mean Opinion Score4.34—Unverified
3WaveNet (L+F)Mean Opinion Score4.21—Unverified
4TacotronMean Opinion Score4—Unverified
5HMM-driven concatenativeMean Opinion Score3.86—Unverified
6LSTM-RNN parametricMean Opinion Score3.67—Unverified
7meansMean Opinion Score0—Unverified
#ModelMetricClaimedVerifiedStatus
1BDDM vocoderMean Opinion Score4.48—Unverified
2DiffWave LARGEMean Opinion Score4.44—Unverified
3Neural HMMMean Opinion Score3.24—Unverified
4Neural HMM Ablation with 1 state per phoneMean Opinion Score2.68—Unverified
#ModelMetricClaimedVerifiedStatus
1WaveNet (L+F)Mean Opinion Score4.08—Unverified
2LSTM-RNN parametricMean Opinion Score3.79—Unverified
3HMM-driven concatenativeMean Opinion Score3.47—Unverified
#ModelMetricClaimedVerifiedStatus
1SampleRNN (2-tier)NLL1.39—Unverified
2SampleRNN (3-tier)NLL1.39—Unverified