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 426–450 of 1249 papers

TitleStatusHype
Ensemble prosody prediction for expressive speech synthesis—0
Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback—0
Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data—0
Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?—0
Evaluating Long-form Text-to-Speech: Comparing the Ratings of Sentences and Paragraphs—0
Enhancing Multilingual Speech Generation and Recognition Abilities in LLMs with Constructed Code-switched Data—0
Evaluating Speech-in-Speech Perception via a Humanoid Robot—0
Enhancing audio quality for expressive Neural Text-to-Speech—0
A Preliminary Study on Mandarin-Hakka neural machine translation using small-sized data—0
\'Evaluation objective de plongements pour la synth\`ese de parole guid\'ee par r\'eseaux de neurones (Objective evaluation of embeddings for speech synthesis guided by neural networks)—0
Evaluation of TTS Systems in Intelligibility and Comprehension Tasks: a Case Study of HTS-2008 and Multisyn Synthesizers—0
\'Evaluation segmentale du syst\`eme de synth\`ese HTS pour le fran (Segmental evaluation of HTS) [in French]—0
Everyday Speech in the Indian Subcontinent—0
A Flow-Based Neural Network for Time Domain Speech Enhancement—0
ExcitNet vocoder: A neural excitation model for parametric speech synthesis systems—0
A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems—0
A Bengali Speech Synthesizer on Android OS—0
Energy-Based Models For Speech Synthesis—0
Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors—0
Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?—0
Exploring Transfer Learning for Urdu Speech Synthesis—0
End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks—0
Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder—0
End-to-End Text-to-Speech using Latent Duration based on VQ-VAE—0
A Preliminary Study on Deep Learning-based Chinese Text to Taiwanese Speech Synthesis System—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