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 11511200 of 1249 papers

TitleStatusHype
Exploration strategies for articulatory synthesis of complex syllable onsetsCode0
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning ModelsCode0
Investigation of enhanced Tacotron text-to-speech synthesis systems with self-attention for pitch accent languageCode0
Speaker disentanglement in video-to-speech conversionCode0
Towards a Real-time Measure of the Perception of Anthropomorphism in Human-robot InteractionCode0
Preparing an Endangered Language for the Digital Age: The Case of Judeo-SpanishCode0
Systematic Inequalities in Language Technology Performance across the World's LanguagesCode0
Phrase break prediction with bidirectional encoder representations in Japanese text-to-speech synthesisCode0
Systematic Inequalities in Language Technology Performance across the World’s LanguagesCode0
Partial Rank Similarity Minimization Method for Quality MOS Prediction of Unseen Speech Synthesis Systems in Zero-Shot and Semi-supervised settingCode0
Parallel WaveNet: Fast High-Fidelity Speech SynthesisCode0
ECAPA-TDNN for Multi-speaker Text-to-speech SynthesisCode0
RawNet: Fast End-to-End Neural VocoderCode0
Read the Room: Adapting a Robot's Voice to Ambient and Social ContextsCode0
Intra- and Inter-modal Context Interaction Modeling for Conversational Speech SynthesisCode0
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake DetectionCode0
Evaluating context-invariance in unsupervised speech representationsCode0
DurIAN: Duration Informed Attention Network For Multimodal SynthesisCode0
Take the Hint: Improving Arabic Diacritization with Partially-Diacritized TextCode0
Recurrent Quantum Neural NetworksCode0
Towards Decoding Brain Activity During Passive Listening of SpeechCode0
Epoch-Synchronous Overlap-Add (ESOLA) for Time- and Pitch-Scale Modification of Speech SignalsCode0
DiVISe: Direct Visual-Input Speech Synthesis Preserving Speaker Characteristics And IntelligibilityCode0
Universal Adaptor: Converting Mel-Spectrograms Between Different Configurations for Speech SynthesisCode0
OmniDRCA: Parallel Speech-Text Foundation Model via Dual-Resolution Speech Representations and Contrastive AlignmentCode0
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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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