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
Incremental Machine Speech Chain Towards Enabling Listening while Speaking in Real-time0
Training Wake Word Detection with Synthesized Speech Data on Confusion Words0
Learning to Maximize Speech Quality Directly Using MOS Prediction for Neural Text-to-Speech0
Simultaneous Translation0
Emotion controllable speech synthesis using emotion-unlabeled dataset with the assistance of cross-domain speech emotion recognition0
Multi-stream Attention-based BLSTM with Feature Segmentation for Speech Emotion Recognition0
GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis0
NU-GAN: High resolution neural upsampling with GAN0
An Investigation of the Relation Between Grapheme Embeddings and Pronunciation for Tacotron-based Systems0
End-to-End Text-to-Speech using Latent Duration based on VQ-VAE0
Towards Natural Bilingual and Code-Switched Speech Synthesis Based on Mix of Monolingual Recordings and Cross-Lingual Voice Conversion0
The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units0
Neural Speech Synthesis for Estonian0
JSSS: free Japanese speech corpus for summarization and simplificationCode0
Automatic Arabic Dialect Identification Systems for Written Texts: A Survey0
Neural Face Models for Example-Based Visual Speech Synthesis0
Analysis of artifacts in EEG signals for building BCIs0
Hierarchical Multi-Grained Generative Model for Expressive Speech Synthesis0
Conditional Spoken Digit Generation with StyleGAN0
Controllable neural text-to-speech synthesis using intuitive prosodic features0
Visual-speech Synthesis of Exaggerated Corrective Feedback0
What the Future Brings: Investigating the Impact of Lookahead for Incremental Neural TTS0
Silent Speech Interfaces for Speech Restoration: A Review0
Voice Conversion by Cascading Automatic Speech Recognition and Text-to-Speech Synthesis with Prosody Transfer0
Real-Time Single-Speaker Taiwanese-Accented Mandarin Speech Synthesis System0
A Preliminary Study on Deep Learning-based Chinese Text to Taiwanese Speech Synthesis System0
Efficient neural speech synthesis for low-resource languages through multilingual modeling0
Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit0
Modeling Prosodic Phrasing with Multi-Task Learning in Tacotron-based TTS0
LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition0
Deep MOS Predictor for Synthetic Speech Using Cluster-Based Modeling0
Controllable Neural Prosody Synthesis0
A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning0
Multi-speaker Text-to-speech Synthesis Using Deep Gaussian Processes0
Learning Boost by Exploiting the Auxiliary Task in Multi-task Domain0
Audiovisual Speech Synthesis using Tacotron20
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
Analysis and Synthesis of Hypo and Hyperarticulated Speech0
\'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
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis0
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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