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 1151–1175 of 1249 papers

TitleStatusHype
Design and Development of Speech Corpora for Air Traffic Control Training—0
Designing French Tale Corpora for Entertaining Text To Speech Synthesis—0
Designing Language Technology Applications: A Wizard of Oz Driven Prototyping Framework—0
Designing the Latvian Speech Recognition Corpus—0
Designing the Next Generation of Intelligent Personal Robotic Assistants for the Physically Impaired—0
Development and Evaluation of Speech Synthesis Corpora for Latvian—0
Development of Mandarin-English code-switching speech synthesis system—0
Development of Marathi Part of Speech Tagger Using Statistical Approach—0
Dictionary Update for NMF-based Voice Conversion Using an Encoder-Decoder Network—0
DiEmo-TTS: Disentangled Emotion Representations via Self-Supervised Distillation for Cross-Speaker Emotion Transfer in Text-to-Speech—0
DiffCSS: Diverse and Expressive Conversational Speech Synthesis with Diffusion Models—0
AutoTTS: End-to-End Text-to-Speech Synthesis through Differentiable Duration Modeling—0
DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs—0
Diff-TTS: A Denoising Diffusion Model for Text-to-Speech—0
Diff-TTSG: Denoising probabilistic integrated speech and gesture synthesis—0
Direct Simultaneous Speech-to-Speech Translation with Variational Monotonic Multihead Attention—0
Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization—0
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis—0
DNN-based Speaker Embedding Using Subjective Inter-speaker Similarity for Multi-speaker Modeling in Speech Synthesis—0
DNN-based Speech Synthesis for Indian Languages from ASCII text—0
DNN-based Speech Synthesis Using Abundant Tags of Spontaneous Speech Corpus—0
DNN Filter Bank Cepstral Coefficients for Spoofing Detection—0
On Error Propagation of Diffusion Models—0
Do Prosody Transfer Models Transfer Prosody?—0
DPN-GAN: Inducing Periodic Activations in Generative Adversarial Networks for High-Fidelity Audio Synthesis—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