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 701–725 of 1249 papers

TitleStatusHype
Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors—0
Extending Text-to-Speech Synthesis with Articulatory Movement Prediction using Ultrasound Tongue ImagingCode0
Location, Location: Enhancing the Evaluation of Text-to-Speech Synthesis Using the Rapid Prosody Transcription Paradigm—0
Speech Synthesis from Text and Ultrasound Tongue Image-based Articulatory InputCode0
An Objective Evaluation Framework for Pathological Speech Synthesis—0
A Survey on Neural Speech SynthesisCode1
FastPitchFormant: Source-filter based Decomposed Modeling for Speech SynthesisCode1
GANSpeech: Adversarial Training for High-Fidelity Multi-Speaker Speech Synthesis—0
Preliminary study on using vector quantization latent spaces for TTS/VC systems with consistent performance—0
Distilling the Knowledge from Conditional Normalizing FlowsCode0
Controllable Context-aware Conversational Speech Synthesis—0
Glow-WaveGAN: Learning Speech Representations from GAN-based Variational Auto-Encoder For High Fidelity Flow-based Speech Synthesis—0
Non-native English lexicon creation for bilingual speech synthesis—0
UniTTS: Residual Learning of Unified Embedding Space for Speech Style Control—0
Advances in Speech Vocoding for Text-to-Speech with Continuous Parameters—0
EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model—0
WaveGrad 2: Iterative Refinement for Text-to-Speech SynthesisCode1
A Flow-Based Neural Network for Time Domain Speech Enhancement—0
Ctrl-P: Temporal Control of Prosodic Variation for Speech Synthesis—0
RyanSpeech: A Corpus for Conversational Text-to-Speech SynthesisCode1
Pathological voice adaptation with autoencoder-based voice conversion—0
UnivNet: A Neural Vocoder with Multi-Resolution Spectrogram Discriminators for High-Fidelity Waveform GenerationCode3
Continuous Wavelet Vocoder-based Decomposition of Parametric Speech Waveform Synthesis—0
PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior—0
Sprachsynthese -- State-of-the-Art in englischer und deutscher Sprache—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