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 401450 of 1249 papers

TitleStatusHype
Building Text-To-Speech Voices in the Cloud0
Empowering Global Voices: A Data-Efficient, Phoneme-Tone Adaptive Approach to High-Fidelity Speech Synthesis0
EM-TTS: Efficiently Trained Low-Resource Mongolian Lightweight Text-to-Speech0
ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis0
Bayesian Subspace HMM for the Zerospeech 2020 Challenge0
結合ANN、全域變異數與真實軌跡挑選之基週軌跡產生方法(A Pitch-contour Generation Method Combining ANN Prediction,Global Variance Matching, and Real-contour Selection)[In Chinese]0
End-to-End Emotional Speech Synthesis Using Style Tokens and Semi-Supervised Training0
End-to-End Feedback Loss in Speech Chain Framework via Straight-Through Estimator0
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis0
An Initial study on Birdsong Re-synthesis Using Neural Vocoders0
End-to-End Text-to-Speech using Latent Duration based on VQ-VAE0
End-to-End Video-To-Speech Synthesis using Generative Adversarial Networks0
Enhancing Kurdish Text-to-Speech with Native Corpus Training: A High-Quality WaveGlow Vocoder Approach0
Energy-Based Models For Speech Synthesis0
Empowering Communication: Speech Technology for Indian and Western Accents through AI-powered Speech Synthesis0
Balancing Speech Understanding and Generation Using Continual Pre-training for Codec-based Speech LLM0
A Challenge Set and Methods for Noun-Verb Ambiguity0
Fast Bootstrapping of Grapheme to Phoneme System for Under-resourced Languages - Application to the Iban Language0
Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices0
Ensemble prosody prediction for expressive speech synthesis0
Environment Aware Text-to-Speech Synthesis0
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models0
Casa de la Lh\'engua: a set of language resources and natural language processing tools for Mirandese0
Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks0
\'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
Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization0
Bahasa Harmony: A Comprehensive Dataset for Bahasa Text-to-Speech Synthesis with Discrete Codec Modeling of EnGen-TTS0
Evaluating expressive speech synthesis from audiobook corpora for conversational phrases0
BAD: An Assistant tool for making verses in Basque0
Evaluating Long-form Text-to-Speech: Comparing the Ratings of Sentences and Paragraphs0
Direct Simultaneous Speech-to-Speech Translation with Variational Monotonic Multihead Attention0
Evaluating Speech-in-Speech Perception via a Humanoid Robot0
An In-depth Analysis of the Effect of Text Normalization in Social Media0
Evaluating Text-to-Speech Synthesis from a Large Discrete Token-based Speech Language Model0
\'Evaluation objective de plongements pour la synth\`ese de parole guid\'ee par r\'eseaux de neurones (Objective evaluation of embeddings for speech synthesis guided by neural networks)0
Evaluation of TTS Systems in Intelligibility and Comprehension Tasks: a Case Study of HTS-2008 and Multisyn Synthesizers0
\'Evaluation segmentale du syst\`eme de synth\`ese HTS pour le fran (Segmental evaluation of HTS) [in French]0
Everyday Speech in the Indian Subcontinent0
Advances in Speech Vocoding for Text-to-Speech with Continuous Parameters0
ExcitNet vocoder: A neural excitation model for parametric speech synthesis systems0
A Waveform Representation Framework for High-quality Statistical Parametric Speech Synthesis0
Exploring Speech Enhancement for Low-resource Speech Synthesis0
Exploring the encoding of linguistic representations in the Fully-Connected Layer of generative CNNs for Speech0
Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors0
AV-Flow: Transforming Text to Audio-Visual Human-like Interactions0
Exploring Transfer Learning for Urdu Speech Synthesis0
An explainability study of the constant Q cepstral coefficient spoofing countermeasure for automatic speaker verification0
Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder0
Accurate synthesis of Dysarthric Speech for ASR data augmentation0
Diff-TTSG: Denoising probabilistic integrated speech and gesture 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