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 251–275 of 1249 papers

TitleStatusHype
Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding—0
Semi-supervised learning for continuous emotional intensity controllable speech synthesis with disentangled representations—0
Conditioning Sequence-to-sequence Networks with Learned Activations—0
Continuous Speech Synthesis using per-token Latent Diffusion—0
Conditional Spoken Digit Generation with StyleGAN—0
A Study of Modeling Rising Intonation in Cantonese Neural Speech Synthesis—0
A Streamwise GAN Vocoder for Wideband Speech Coding at Very Low Bit Rate—0
Aligning phonemes using finte-state methods—0
CONCSS: Contrastive-based Context Comprehension for Dialogue-appropriate Prosody in Conversational Speech Synthesis—0
Computer-assisted Pronunciation Training -- Speech synthesis is almost all you need—0
AS-Speech: Adaptive Style For Speech Synthesis—0
Computer-Aided Quality Assurance of an Icelandic Pronunciation Dictionary—0
Complete reconstruction of the tongue contour through acoustic to articulatory inversion using real-time MRI data—0
Assessing Evaluation Metrics for Speech-to-Speech Translation—0
Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies—0
Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History—0
Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding—0
Comparing performance of different set-covering strategies for linguistic content optimization in speech corpora—0
AlignDiT: Multimodal Aligned Diffusion Transformer for Synchronized Speech Generation—0
Comparing normalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech—0
Compact Neural TTS Voices for Accessibility—0
ASR-based Features for Emotion Recognition: A Transfer Learning Approach—0
A Corpus of Neutral Voice Speech in Brazilian Portuguese—0
Combining Manual and Automatic Prosodic Annotation for Expressive Speech Synthesis—0
Combining Incremental Language Generation and Incremental Speech Synthesis for Adaptive Information Presentation—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