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 301350 of 1249 papers

TitleStatusHype
Direct speech-to-speech translation with a sequence-to-sequence modelCode0
Neural Autoregressive FlowsCode0
Multimodal Latent Language Modeling with Next-Token DiffusionCode0
Diff-TTS: A Denoising Diffusion Model for Text-to-SpeechCode0
A Variational Prosody Model for the decomposition and synthesis of speech prosodyCode0
Multi-view Temporal Alignment for Non-parallel Articulatory-to-Acoustic Speech SynthesisCode0
DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANsCode0
DialogueAgents: A Hybrid Agent-Based Speech Synthesis Framework for Multi-Party DialogueCode0
Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2SeqCode0
MelNet: A Generative Model for Audio in the Frequency DomainCode0
Meta Learning Text-to-Speech Synthesis in over 7000 LanguagesCode0
Maximizing Mutual Information for TacotronCode0
Mlphon: A Multifunctional Grapheme-Phoneme Conversion Tool Using Finite State TransducersCode0
Location-Relative Attention Mechanisms For Robust Long-Form Speech SynthesisCode0
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLMCode0
DelightfulTTS: The Microsoft Speech Synthesis System for Blizzard Challenge 2021Code0
Deep Voice: Real-time Neural Text-to-SpeechCode0
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence LearningCode0
Deep Voice 2: Multi-Speaker Neural Text-to-SpeechCode0
Language Technology Programme for Icelandic 2019-2023Code0
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech SynthesisCode0
JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesisCode0
Learning latent representations for style control and transfer in end-to-end speech synthesisCode0
Deep Residual Neural Networks for Audio Spoofing DetectionCode0
Jejueo Datasets for Machine Translation and Speech SynthesisCode0
Integrated Speech and Gesture SynthesisCode0
Intra- and Inter-modal Context Interaction Modeling for Conversational Speech SynthesisCode0
Investigation of enhanced Tacotron text-to-speech synthesis systems with self-attention for pitch accent languageCode0
JSSS: free Japanese speech corpus for summarization and simplificationCode0
DeepGesture: A conversational gesture synthesis system based on emotions and semanticsCode0
Improving LPCNet-based Text-to-Speech with Linear Prediction-structured Mixture Density NetworkCode0
Improving Generalization Ability of Countermeasures for New Mismatch Scenario by Combining Multiple Advanced Regularization TermsCode0
High Fidelity Speech Synthesis with Adversarial NetworksCode0
Humane Speech Synthesis through Zero-Shot Emotion and Disfluency GenerationCode0
Hierarchical Prosody Modeling for Non-Autoregressive Speech SynthesisCode0
Improving Self-Supervised Learning-based MOS Prediction NetworksCode0
Half-Truth: A Partially Fake Audio Detection DatasetCode0
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech RecognitionCode0
Handling Background Noise in Neural Speech GenerationCode0
GELP: GAN-Excited Linear Prediction for Speech Synthesis from Mel-spectrogramCode0
Hierarchical Generative Modeling for Controllable Speech SynthesisCode0
Independent and automatic evaluation of acoustic-to-articulatory inversion modelsCode0
Learning pronunciation from a foreign language in speech synthesis networksCode0
Cross-lingual Transfer for Speech Processing using Acoustic Language SimilarityCode0
FastLTS: Non-Autoregressive End-to-End Unconstrained Lip-to-Speech SynthesisCode0
fairseq S^2: A Scalable and Integrable Speech Synthesis ToolkitCode0
Extending Text-to-Speech Synthesis with Articulatory Movement Prediction using Ultrasound Tongue ImagingCode0
fairseq Sˆ2: A Scalable and Integrable Speech Synthesis ToolkitCode0
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech SynthesisCode0
Evaluating context-invariance in unsupervised speech representationsCode0
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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