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 1026–1050 of 1249 papers

TitleStatusHype
WaveCycleGAN: Synthetic-to-natural speech waveform conversion using cycle-consistent adversarial networks—0
Hindi-English Code-Switching Speech Corpus—0
Self-Attention Linguistic-Acoustic Decoder—0
Semi-Supervised Training for Improving Data Efficiency in End-to-End Speech Synthesis—0
Multimodal speech synthesis architecture for unsupervised speaker adaptation—0
Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks—0
Predicting Expressive Speaking Style From Text In End-To-End Speech Synthesis—0
Investigating accuracy of pitch-accent annotations in neural network-based speech synthesis and denoising effects—0
Indigenous language technologies in Canada: Assessment, challenges, and successes—0
Scaling and bias codes for modeling speaker-adaptive DNN-based speech synthesis systems—0
Wasserstein GAN and Waveform Loss-based Acoustic Model Training for Multi-speaker Text-to-Speech Synthesis Systems Using a WaveNet Vocoder—0
Deep Encoder-Decoder Models for Unsupervised Learning of Controllable Speech Synthesis—0
Analysing Shortcomings of Statistical Parametric Speech Synthesis—0
Forward Attention in Sequence-to-sequence Acoustic Modelling for Speech Synthesis—0
Syllabification by Phone Categorization—0
An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System—0
EMPHASIS: An Emotional Phoneme-based Acoustic Model for Speech Synthesis System—0
The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation SystemsCode0
Multi-task WaveNet: A Multi-task Generative Model for Statistical Parametric Speech Synthesis without Fundamental Frequency Conditions—0
A Variational Prosody Model for the decomposition and synthesis of speech prosodyCode0
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech SynthesisCode0
Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2SeqCode0
ASR-based Features for Emotion Recognition: A Transfer Learning Approach—0
A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech—0
Improving homograph disambiguation with supervised machine learning—0
Show:102550
← PrevPage 42 of 50Next →
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