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 901950 of 1249 papers

TitleStatusHype
Evaluating Features and Metrics for High-Quality Simulation of Early Vocal Learning of Vowels0
Bayesian Subspace HMM for the Zerospeech 2020 Challenge0
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
Building A User-Centric and Content-Driven Socialbot0
Manual Speech Synthesis Data Acquisition - From Script Design to Recording Speech0
Augmented Prompt Selection for Evaluation of Spontaneous Speech Synthesis0
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
Neural Text-to-Speech Synthesis for an Under-Resourced Language in a Diglossic Environment: the Case of Gascon Occitan0
Development and Evaluation of Speech Synthesis Corpora for Latvian0
Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU0
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
Unsupervised Style and Content Separation by Minimizing Mutual Information for Speech Synthesis0
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
Speech Synthesis using EEG0
Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis0
Improving LPCNet-based Text-to-Speech with Linear Prediction-structured Mixture Density Network0
Eigenresiduals for improved Parametric Speech Synthesis0
Excitation-based Voice Quality Analysis and Modification0
Using a Pitch-Synchronous Residual Codebook for Hybrid HMM/Frame Selection Speech Synthesis0
A Deterministic plus Stochastic Model of the Residual Signal for Improved Parametric Speech Synthesis0
The Deterministic plus Stochastic Model of the Residual Signal and its Applications0
Learning Singing From Speech0
Voice Conversion for Whispered Speech Synthesis0
Towards Robust Neural Vocoding for Speech Generation: A Survey0
High-quality Speech Synthesis Using Super-resolution Mel-Spectrogram0
Dynamic Prosody Generation for Speech Synthesis using Linguistics-Driven Acoustic Embedding Selection0
即時中文語音合成系統 (Real-Time Mandarin Speech Synthesis System)0
Using VAEs and Normalizing Flows for One-shot Text-To-Speech Synthesis of Expressive Speech0
Designing the Next Generation of Intelligent Personal Robotic Assistants for the Physically Impaired0
Jejueo Datasets for Machine Translation and Speech SynthesisCode0
Cross-lingual Multi-speaker Text-to-speech Synthesis for Voice Cloning without Using Parallel Corpus for Unseen Speakers0
Independent and automatic evaluation of acoustic-to-articulatory inversion modelsCode0
A unified sequence-to-sequence front-end model for Mandarin text-to-speech synthesis0
Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework0
ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech0
What does a network layer hear? Analyzing hidden representations of end-to-end ASR through speech synthesisCode0
Replay Spoofing Countermeasure Using Autoencoder and Siamese Network on ASVspoof 2019 Challenge0
Spoofing Speaker Verification Systems with Deep Multi-speaker Text-to-speech SynthesisCode0
Effect of choice of probability distribution, randomness, and search methods for alignment modeling in sequence-to-sequence text-to-speech synthesis using hard alignment0
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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