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

Showing 801850 of 1249 papers

TitleStatusHype
A Corpus of Neutral Voice Speech in Brazilian Portuguese0
Speaker disentanglement in video-to-speech conversionCode0
Learning Robust Latent Representations for Controllable Speech Synthesis0
Towards a practical lip-to-speech conversion system using deep neural networks and mobile application frontend0
End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks0
Phrase break prediction with bidirectional encoder representations in Japanese text-to-speech synthesisCode0
An Adaptive Learning based Generative Adversarial Network for One-To-One Voice Conversion0
Review of end-to-end speech synthesis technology based on deep learning0
Enhancing Word-Level Semantic Representation via Dependency Structure for Expressive Text-to-Speech Synthesis0
Half-Truth: A Partially Fake Audio Detection DatasetCode0
Towards Multi-Scale Style Control for Expressive Speech Synthesis0
Flavored Tacotron: Conditional Learning for Prosodic-linguistic Features0
Diff-TTS: A Denoising Diffusion Model for Text-to-Speech0
Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability0
Continual Speaker Adaptation for Text-to-Speech Synthesis0
SwissDial: Parallel Multidialectal Corpus of Spoken Swiss German0
STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech0
Handling Background Noise in Neural Speech Generation0
Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input0
AudioVisual Speech Synthesis: A brief literature review0
VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention0
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech0
Voice Cloning: a Multi-Speaker Text-to-Speech Synthesis Approach based on Transfer Learning0
Generacion de voces artificiales infantiles en castellano con acento costarricense0
SPEAK WITH YOUR HANDS Using Continuous Hand Gestures to control Articulatory Speech Synthesizer0
Universal Neural Vocoding with Parallel WaveNet0
Triple M: A Practical Text-to-speech Synthesis System With Multi-guidance Attention And Multi-band Multi-time LPCNet0
Expressive Neural Voice Cloning0
Generating coherent spontaneous speech and gesture from text0
Whispered and Lombard Neural Speech Synthesis0
Multi-view Temporal Alignment for Non-parallel Articulatory-to-Acoustic Speech SynthesisCode0
Speech Synthesis as Augmentation for Low-Resource ASR0
Parallel WaveNet conditioned on VAE latent vectors0
Few Shot Adaptive Normalization Driven Multi-Speaker Speech Synthesis0
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech SynthesisCode0
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy PreservationCode0
Using previous acoustic context to improve Text-to-Speech synthesis0
GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis0
Sentiment Analysis for Emotional Speech Synthesis in a News Dialogue System0
基於深度學習之中文文字轉台語語音合成系統初步探討 (A Preliminary Study on Deep Learning-based Chinese Text to Taiwanese Speech Synthesis System)0
German-Arabic Speech-to-Speech Translation for Psychiatric Diagnosis0
TaL: a synchronised multi-speaker corpus of ultrasound tongue imaging, audio, and lip videos0
Hierarchical Prosody Modeling for Non-Autoregressive Speech Synthesis0
Using GANs to Synthesise Minimum Training Data for Deepfake Generation0
Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis0
Simultaneous Speech-to-Speech Translation System with Neural Incremental ASR, MT, and TTS0
Fine-grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement0
Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis0
Augmenting Images for ASR and TTS through Single-loop and Dual-loop Multimodal Chain Framework0
Prosodic Representation Learning and Contextual Sampling for Neural Text-to-Speech0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PeriodWave-Turbo-LPESQ4.45Unverified
2BigVGAN-v2PESQ4.36Unverified
3EVA-GAN-bigPESQ4.35Unverified
4PeriodWave + FreeUPESQ4.25Unverified
5RFWavePESQ4.23Unverified
6BigVSAN (w/ snakebeta)PESQ4.12Unverified
7BigVSANPESQ4.12Unverified
8EVA-GAN-basePESQ4.03Unverified
9BigVGANPESQ4.03Unverified
10VocosPESQ3.7Unverified
#ModelMetricClaimedVerifiedStatus
1Tacotron 2Mean Opinion Score4.53Unverified
2WaveNet (Linguistic)Mean Opinion Score4.34Unverified
3WaveNet (L+F)Mean Opinion Score4.21Unverified
4TacotronMean Opinion Score4Unverified
5HMM-driven concatenativeMean Opinion Score3.86Unverified
6LSTM-RNN parametricMean Opinion Score3.67Unverified
7meansMean Opinion Score0Unverified
#ModelMetricClaimedVerifiedStatus
1BDDM vocoderMean Opinion Score4.48Unverified
2DiffWave LARGEMean Opinion Score4.44Unverified
3Neural HMMMean Opinion Score3.24Unverified
4Neural HMM Ablation with 1 state per phoneMean Opinion Score2.68Unverified
#ModelMetricClaimedVerifiedStatus
1WaveNet (L+F)Mean Opinion Score4.08Unverified
2LSTM-RNN parametricMean Opinion Score3.79Unverified
3HMM-driven concatenativeMean Opinion Score3.47Unverified
#ModelMetricClaimedVerifiedStatus
1SampleRNN (2-tier)NLL1.39Unverified
2SampleRNN (3-tier)NLL1.39Unverified