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 1176–1200 of 1249 papers

TitleStatusHype
Empirical Study Incorporating Linguistic Knowledge on Filled Pauses for Personalized Spontaneous Speech SynthesisCode0
WaveGlow: A Flow-based Generative Network for Speech SynthesisCode0
DialogueAgents: A Hybrid Agent-Based Speech Synthesis Framework for Multi-Party DialogueCode0
Unpaired Image-to-Speech Synthesis with Multimodal Information BottleneckCode0
NVC-Net: End-to-End Adversarial Voice ConversionCode0
Integrated Speech and Gesture SynthesisCode0
Distilling the Knowledge from Conditional Normalizing FlowsCode0
SpeechDialogueFactory: Generating High-Quality Speech Dialogue Data to Accelerate Your Speech-LLM DevelopmentCode0
Neural Voice Cloning with a Few SamplesCode0
Towards Lifelong Learning of Multilingual Text-To-Speech SynthesisCode0
Bayesian Parameter-Efficient Fine-Tuning for Overcoming Catastrophic ForgettingCode0
A Variational Prosody Model for the decomposition and synthesis of speech prosodyCode0
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence LearningCode0
Neural Autoregressive FlowsCode0
Multi-view Temporal Alignment for Non-parallel Articulatory-to-Acoustic Speech SynthesisCode0
ConvNeXt Based Neural Network for Audio Anti-SpoofingCode0
Effective parameter estimation methods for an ExcitNet model in generative text-to-speech systemsCode0
Independent and automatic evaluation of acoustic-to-articulatory inversion modelsCode0
Robust and fine-grained prosody control of end-to-end speech synthesisCode0
DelightfulTTS: The Microsoft Speech Synthesis System for Blizzard Challenge 2021Code0
Audio Codec Augmentation for Robust Collaborative Watermarking of Speech SynthesisCode0
VIFS: An End-to-End Variational Inference for Foley Sound SynthesisCode0
Speech Synthesis from Text and Ultrasound Tongue Image-based Articulatory InputCode0
Attentive Multi-Layer Perceptron for Non-autoregressive GenerationCode0
Disentangling Speech and Non-Speech Components for Building Robust Acoustic Models from Found DataCode0
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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