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

Showing 851900 of 1249 papers

TitleStatusHype
A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture0
Prosodic Prominence and Boundaries in Sequence-to-Sequence Speech Synthesis0
Recurrent Quantum Neural NetworksCode0
Normalizing Text using Language Modelling based on Phonetics and String Similarity0
Articulatory-WaveNet: Autoregressive Model For Acoustic-to-Articulatory Inversion0
SE-MelGAN -- Speaker Agnostic Rapid Speech Enhancement0
NanoFlow: Scalable Normalizing Flows with Sublinear Parameter ComplexityCode1
FastSpeech 2: Fast and High-Quality End-to-End Text to SpeechCode1
WaveNODE: A Continuous Normalizing Flow for Speech SynthesisCode1
Analysis and Synthesis of Hypo and Hyperarticulated Speech0
End-to-End Adversarial Text-to-SpeechCode1
PolyDL: Polyhedral Optimizations for Creation of High Performance DL primitivesCode1
\'Etude comparative des param\`etres d'entr\'ee pour la synth\`ese expressive audiovisuelle de la parole par DNNs (Comparative study of input parameters for DNN-based expressive audiovisual speech synthesis )0
A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems0
Noise Robust TTS for Low Resource Speakers using Pre-trained Model and Speech Enhancement0
Transformer VQ-VAE for Unsupervised Unit Discovery and Speech Synthesis: ZeroSpeech 2020 Challenge0
NAUTILUS: a Versatile Voice Cloning System0
Cross-lingual Multispeaker Text-to-Speech under Limited-Data Scenario0
Evaluating Features and Metrics for High-Quality Simulation of Early Vocal Learning of Vowels0
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis0
Bayesian Subspace HMM for the Zerospeech 2020 Challenge0
Learning Individual Speaking Styles for Accurate Lip to Speech SynthesisCode1
Semi-supervised Learning for Multi-speaker Text-to-speech Synthesis Using Discrete Speech Representation0
You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation0
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech SynthesisCode1
TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian PortugueseCode1
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback ConstraintCode1
Building A User-Centric and Content-Driven Socialbot0
Can Speaker Augmentation Improve Multi-Speaker End-to-End TTS?Code1
Development and Evaluation of Speech Synthesis Corpora for Latvian0
Open-source Multi-speaker Speech Corpora for Building Gujarati, Kannada, Malayalam, Marathi, Tamil and Telugu Speech Synthesis Systems0
DNN-based Speech Synthesis Using Abundant Tags of Spontaneous Speech Corpus0
Augmented Prompt Selection for Evaluation of Spontaneous Speech Synthesis0
Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU0
Manual Speech Synthesis Data Acquisition - From Script Design to Recording Speech0
Neural Text-to-Speech Synthesis for an Under-Resourced Language in a Diglossic Environment: the Case of Gascon Occitan0
Style Variation as a Vantage Point for Code-Switching0
Adversarial Feature Learning and Unsupervised Clustering based Speech Synthesis for Found Data with Acoustic and Textual Noise0
Utterance-level Sequential Modeling For Deep Gaussian Process Based Speech Synthesis Using Simple Recurrent Unit0
An explainability study of the constant Q cepstral coefficient spoofing countermeasure for automatic speaker verification0
Advancing Speech Synthesis using EEG0
Vocoder-Based Speech Synthesis from Silent Videos0
Language Technology Programme for Icelandic 2019-2023Code0
Perception of prosodic variation for speech synthesis using an unsupervised discrete representation of F0Code1
Unsupervised Style and Content Separation by Minimizing Mutual Information for Speech Synthesis0
A Neuro-AI Interface for Evaluating Generative Adversarial NetworksCode1
GraphTTS: graph-to-sequence modelling in neural text-to-speech0
Generating EEG features from Acoustic features0
Comparison of Speech Representations for Automatic Quality Estimation in Multi-Speaker Text-to-Speech SynthesisCode0
Controllable Sequence-To-Sequence Neural TTS with LPCNET Backend for Real-time Speech Synthesis on CPU0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PeriodWave-Turbo-LPESQ4.45Unverified
2BigVGAN-v2PESQ4.36Unverified
3EVA-GAN-bigPESQ4.35Unverified
4PeriodWave + FreeUPESQ4.25Unverified
5RFWavePESQ4.23Unverified
6BigVSAN (w/ snakebeta)PESQ4.12Unverified
7BigVSANPESQ4.12Unverified
8EVA-GAN-basePESQ4.03Unverified
9BigVGANPESQ4.03Unverified
10VocosPESQ3.7Unverified
#ModelMetricClaimedVerifiedStatus
1Tacotron 2Mean Opinion Score4.53Unverified
2WaveNet (Linguistic)Mean Opinion Score4.34Unverified
3WaveNet (L+F)Mean Opinion Score4.21Unverified
4TacotronMean Opinion Score4Unverified
5HMM-driven concatenativeMean Opinion Score3.86Unverified
6LSTM-RNN parametricMean Opinion Score3.67Unverified
7meansMean Opinion Score0Unverified
#ModelMetricClaimedVerifiedStatus
1BDDM vocoderMean Opinion Score4.48Unverified
2DiffWave LARGEMean Opinion Score4.44Unverified
3Neural HMMMean Opinion Score3.24Unverified
4Neural HMM Ablation with 1 state per phoneMean Opinion Score2.68Unverified
#ModelMetricClaimedVerifiedStatus
1WaveNet (L+F)Mean Opinion Score4.08Unverified
2LSTM-RNN parametricMean Opinion Score3.79Unverified
3HMM-driven concatenativeMean Opinion Score3.47Unverified
#ModelMetricClaimedVerifiedStatus
1SampleRNN (2-tier)NLL1.39Unverified
2SampleRNN (3-tier)NLL1.39Unverified