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 551–600 of 1249 papers

TitleStatusHype
VisageSynTalk: Unseen Speaker Video-to-Speech Synthesis via Speech-Visage Feature Selection—0
RF-Next: Efficient Receptive Field Search for Convolutional Neural NetworksCode1
BigVGAN: A Universal Neural Vocoder with Large-Scale TrainingCode3
Unsupervised TTS Acoustic Modeling for TTS with Conditional Disentangled Sequential VAE—0
Pronunciation Dictionary-Free Multilingual Speech Synthesis by Combining Unsupervised and Supervised Phonetic Representations—0
BU-TTS: An Open-Source, Bilingual Welsh-English, Text-to-Speech Corpus—0
SyntAct: A Synthesized Database of Basic Emotions—0
Investigating Inter- and Intra-speaker Voice Conversion using Audiobooks—0
Exploring Transfer Learning for Urdu Speech Synthesis—0
Building Open-source Speech Technology for Low-resource Minority Languages with SáMi as an Example – Tools, Methods and Experiments—0
AiRO - an Interactive Learning Tool for Children at Risk of Dyslexia—0
Preparing an Endangered Language for the Digital Age: The Case of Judeo-SpanishCode0
StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech SynthesisCode2
TranSpeech: Speech-to-Speech Translation With Bilateral PerturbationCode1
PaddleSpeech: An Easy-to-Use All-in-One Speech ToolkitCode6
End-to-End Zero-Shot Voice Conversion with Location-Variable ConvolutionsCode1
SDS-200: A Swiss German Speech to Standard German Text CorpusCode0
Macedonian Speech Synthesis for Assistive Technology Applications—0
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-SpeechCode2
Real-Time Packet Loss Concealment With Mixed Generative and Predictive ModelCode3
Read the Room: Adapting a Robot's Voice to Ambient and Social ContextsCode0
Deep Learning Enabled Semantic Communications with Speech Recognition and SynthesisCode1
NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level QualityCode2
ReCAB-VAE: Gumbel-Softmax Variational Inference Based on Analytic Divergence—0
SVTS: Scalable Video-to-Speech SynthesisCode1
Attentive activation function for improving end-to-end spoofing countermeasure systems—0
Requirements and Motivations of Low-Resource Speech Synthesis for Language RevitalizationCode1
Systematic Inequalities in Language Technology Performance across the World’s LanguagesCode0
Improving Self-Supervised Learning-based MOS Prediction NetworksCode0
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech SynthesisCode2
A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondCode1
Exploration strategies for articulatory synthesis of complex syllable onsetsCode0
A Post Auto-regressive GAN Vocoder Focused on Spectrum Fracture—0
Fine-grained Noise Control for Multispeaker Speech Synthesis—0
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance—0
Unsupervised Quantized Prosody Representation for Controllable Speech Synthesis—0
MAESTRO: Matched Speech Text Representations through Modality Matching—0
Self-supervised learning for robust voice cloning—0
DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores—0
SOMOS: The Samsung Open MOS Dataset for the Evaluation of Neural Text-to-Speech Synthesis—0
Simple and Effective Unsupervised Speech Synthesis—0
A Comparison of Deep Learning MOS Predictors for Speech Synthesis Quality—0
Lip to Speech Synthesis with Visual Context Attentional GANCode1
VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature—0
Universal Adaptor: Converting Mel-Spectrograms Between Different Configurations for Speech SynthesisCode0
Residual-guided Personalized Speech Synthesis based on Face Image—0
AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios—0
WavThruVec: Latent speech representation as intermediate features for neural speech synthesis—0
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversionCode1
Applying Syntaxx2013Prosody Mapping Hypothesis and Prosodic Well-Formedness Constraints to Neural Sequence-to-Sequence Speech Synthesis—0
Show:102550
← PrevPage 12 of 25Next →

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