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 901–925 of 1249 papers

TitleStatusHype
The VoiceMOS Challenge 2023: Zero-shot Subjective Speech Quality Prediction for Multiple Domains—0
Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain—0
Bailing-TTS: Chinese Dialectal Speech Synthesis Towards Human-like Spontaneous Representation—0
Enhancing Kurdish Text-to-Speech with Native Corpus Training: A High-Quality WaveGlow Vocoder Approach—0
Voice Cloning for Dysarthric Speech Synthesis: Addressing Data Scarcity in Speech-Language Pathology—0
UDDETTS: Unifying Discrete and Dimensional Emotions for Controllable Emotional Text-to-Speech—0
完全基於類神經網路之語音合成系統初步研究 (A Preliminary Study on Fully Neural Network-based Speech Synthesis System) [In Chinese]—0
A Bengali HMM Based Speech Synthesis System—0
A Bengali Speech Synthesizer on Android OS—0
Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding—0
Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding—0
Accent Conversion in Text-To-Speech Using Multi-Level VAE and Adversarial Training—0
Accent conversion using discrete units with parallel data synthesized from controllable accented TTS—0
Accented Text-to-Speech Synthesis with Limited Data—0
Accurate synthesis of Dysarthric Speech for ASR data augmentation—0
A Challenge Set and Methods for Noun-Verb Ambiguity—0
A Comparison of Deep Learning MOS Predictors for Speech Synthesis Quality—0
A Comparison of Manual and Automatic Voice Repair for Individual with Vocal Disabilities—0
A comparison of recent waveform generation and acoustic modeling methods for neural-network-based speech synthesis—0
A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems—0
A Comprehensive Survey on Diffusion Models and Their Applications—0
A Conventional Orthography for Tunisian Arabic—0
A Corpus of Neutral Voice Speech in Brazilian Portuguese—0
Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History—0
Adaptation de la prononciation pour la synth\`ese de la parole spontan\'ee en utilisant des informations linguistiques (Pronunciation adaptation for spontaneous speech synthesis using linguistic information)—0
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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