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
MelNet: A Generative Model for Audio in the Frequency DomainCode0
Maximizing Mutual Information for TacotronCode0
Location-Relative Attention Mechanisms For Robust Long-Form Speech SynthesisCode0
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLMCode0
Multimodal Latent Language Modeling with Next-Token DiffusionCode0
Recurrent Quantum Neural NetworksCode0
Learning pronunciation from a foreign language in speech synthesis networksCode0
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
DeepTalk: Vocal Style Encoding for Speaker Recognition and Speech SynthesisCode0
Learning latent representations for style control and transfer in end-to-end speech synthesisCode0
Deep Residual Neural Networks for Audio Spoofing DetectionCode0
Language Technology Programme for Icelandic 2019-2023Code0
Jejueo Datasets for Machine Translation and Speech SynthesisCode0
JSSS: free Japanese speech corpus for summarization and simplificationCode0
Investigation of enhanced Tacotron text-to-speech synthesis systems with self-attention for pitch accent languageCode0
DelightfulTTS: The Microsoft Speech Synthesis System for Blizzard Challenge 2021Code0
JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesisCode0
DeepGesture: A conversational gesture synthesis system based on emotions and semanticsCode0
Independent and automatic evaluation of acoustic-to-articulatory inversion modelsCode0
Improving Self-Supervised Learning-based MOS Prediction NetworksCode0
Integrated Speech and Gesture SynthesisCode0
Improving Generalization Ability of Countermeasures for New Mismatch Scenario by Combining Multiple Advanced Regularization TermsCode0
Humane Speech Synthesis through Zero-Shot Emotion and Disfluency GenerationCode0
High Fidelity Speech Synthesis with Adversarial NetworksCode0
Hierarchical Generative Modeling for Controllable Speech SynthesisCode0
Half-Truth: A Partially Fake Audio Detection DatasetCode0
GELP: GAN-Excited Linear Prediction for Speech Synthesis from Mel-spectrogramCode0
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech RecognitionCode0
Intra- and Inter-modal Context Interaction Modeling for Conversational Speech SynthesisCode0
Cross-lingual Transfer for Speech Processing using Acoustic Language SimilarityCode0
fairseq S^2: A Scalable and Integrable Speech Synthesis ToolkitCode0
FastLTS: Non-Autoregressive End-to-End Unconstrained Lip-to-Speech SynthesisCode0
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech SynthesisCode0
Exploration strategies for articulatory synthesis of complex syllable onsetsCode0
Evaluating context-invariance in unsupervised speech representationsCode0
Epoch-Synchronous Overlap-Add (ESOLA) for Time- and Pitch-Scale Modification of Speech SignalsCode0
Extending Text-to-Speech Synthesis with Articulatory Movement Prediction using Ultrasound Tongue ImagingCode0
Attentive Multi-Layer Perceptron for Non-autoregressive GenerationCode0
Empirical Study Incorporating Linguistic Knowledge on Filled Pauses for Personalized Spontaneous Speech SynthesisCode0
ConvNeXt Based Neural Network for Audio Anti-SpoofingCode0
Effective parameter estimation methods for an ExcitNet model in generative text-to-speech systemsCode0
ECAPA-TDNN for Multi-speaker Text-to-speech SynthesisCode0
DiVISe: Direct Visual-Input Speech Synthesis Preserving Speaker Characteristics And IntelligibilityCode0
DurIAN: Duration Informed Attention Network For Multimodal SynthesisCode0
Disentangling Speech and Non-Speech Components for Building Robust Acoustic Models from Found DataCode0
Direct speech-to-speech translation with a sequence-to-sequence modelCode0
Distilling the Knowledge from Conditional Normalizing FlowsCode0
Continuous Speech Synthesis using per-token Latent Diffusion0
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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