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 651700 of 1249 papers

TitleStatusHype
Empowering Communication: Speech Technology for Indian and Western Accents through AI-powered Speech Synthesis0
Advancing Speech Synthesis using EEG0
Adversarial Attacks and Robust Defenses in Speaker Embedding based Zero-Shot Text-to-Speech System0
Adversarial Feature Learning and Unsupervised Clustering based Speech Synthesis for Found Data with Acoustic and Textual Noise0
Adversarial Training of Denoising Diffusion Model Using Dual Discriminators for High-Fidelity Multi-Speaker TTS0
AffectEcho: Speaker Independent and Language-Agnostic Emotion and Affect Transfer for Speech Synthesis0
A Flow-Based Neural Network for Time Domain Speech Enhancement0
A Galician Syntactic Corpus with Application to Intonation Modeling0
A high quality and phonetic balanced speech corpus for Vietnamese0
A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting0
AI-Based IVR0
AiRO - an Interactive Learning Tool for Children at Risk of Dyslexia0
Alert!... Calm Down, There is Nothing to Worry About. Warning and Soothing Speech Synthesis.0
AlignDiT: Multimodal Aligned Diffusion Transformer for Synchronized Speech Generation0
Aligning Opinions: Cross-Lingual Opinion Mining with Dependencies0
Aligning phonemes using finte-state methods0
Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input0
A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning0
A Mel Spectrogram Enhancement Paradigm Based on CWT in Speech Synthesis0
AMNet: An Acoustic Model Network for Enhanced Mandarin Speech Synthesis0
A Multi-Agent Framework for Automated Qinqiang Opera Script Generation Using Large Language Models0
A Multilingual Natural Stress Emotion Database0
A multi-speaker multi-lingual voice cloning system based on vits2 for limmits 2024 challenge0
AMuSeD: An Attentive Deep Neural Network for Multimodal Sarcasm Detection Incorporating Bi-modal Data Augmentation0
An accurate and revised version of optical character recognition-based speech synthesis using LabVIEW0
An Adaptive Learning based Generative Adversarial Network for One-To-One Voice Conversion0
An Algorithm Based on Empirical Methods, for Text-to-Tuneful-Speech Synthesis of Sanskrit Verse0
Analysing Shortcomings of Statistical Parametric Speech Synthesis0
Analysis and Synthesis of Hypo and Hyperarticulated Speech0
Analysis of artifacts in EEG signals for building BCIs0
Analysis of Voice Conversion and Code-Switching Synthesis Using VQ-VAE0
Analytic Study of Text-Free Speech Synthesis for Raw Audio using a Self-Supervised Learning Model0
Analyzing Speech Unit Selection for Textless Speech-to-Speech Translation0
An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System0
An analysis on the effects of speaker embedding choice in non auto-regressive TTS0
An Empirical Study of Speech Language Models for Prompt-Conditioned Speech Synthesis0
An Experimental Study: Assessing the Combined Framework of WavLM and BEST-RQ for Text-to-Speech Synthesis0
An Expert System for Automatic Reading of A Text Written in Standard Arabic0
An explainability study of the constant Q cepstral coefficient spoofing countermeasure for automatic speaker verification0
An In-depth Analysis of the Effect of Text Normalization in Social Media0
An Initial study on Birdsong Re-synthesis Using Neural Vocoders0
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
An Objective Evaluation Framework for Pathological Speech Synthesis0
An objective evaluation of the effects of recording conditions and speaker characteristics in multi-speaker deep neural speech synthesis0
A Non-autoregressive Model for Joint STT and TTS0
A Novel Data Augmentation Approach for Automatic Speaking Assessment on Opinion Expressions0
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era0
An Overview of BPPT's Indonesian Language Resources0
Grad-StyleSpeech: Any-speaker Adaptive Text-to-Speech Synthesis with Diffusion Models0
基於字元階層之語音合成用文脈訊息擷取 (Character-Level Linguistic Features Extraction for Text-to-Speech System) [In Chinese]0
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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