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 701750 of 1249 papers

TitleStatusHype
A Post Auto-regressive GAN Vocoder Focused on Spectrum Fracture0
Applying Automated Machine Translation to Educational Video Courses0
Applying Syntaxx2013Prosody Mapping Hypothesis and Prosodic Well-Formedness Constraints to Neural Sequence-to-Sequence Speech Synthesis0
A Practical Guide to Logical Access Voice Presentation Attack Detection0
A Preliminary Study on Deep Learning-based Chinese Text to Taiwanese Speech Synthesis System0
A Preliminary Study on Mandarin-Hakka neural machine translation using small-sized data0
A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech0
A Review of Deep Learning Techniques for Speech Processing0
A Robotic Agent in a Virtual Environment that Performs Situated Incremental Understanding of Navigational Utterances0
Articulatory-WaveNet: Autoregressive Model For Acoustic-to-Articulatory Inversion0
ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis0
ASR-based Features for Emotion Recognition: A Transfer Learning Approach0
Assessing Evaluation Metrics for Speech-to-Speech Translation0
AS-Speech: Adaptive Style For Speech Synthesis0
A Streamwise GAN Vocoder for Wideband Speech Coding at Very Low Bit Rate0
A Study of Modeling Rising Intonation in Cantonese Neural Speech Synthesis0
A Survey of Voice Translation Methodologies - Acoustic Dialect Decoder0
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond0
ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech0
ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech0
A Taxonomy of Specific Problem Classes in Text-to-Speech Synthesis: Comparing Commercial and Open Source Performance0
A Text-to-Speech Pipeline, Evaluation Methodology, and Initial Fine-Tuning Results for Child Speech Synthesis0
A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture0
Attention Forcing for Sequence-to-sequence Model Training0
Attentive activation function for improving end-to-end spoofing countermeasure systems0
AttS2S-VC: Sequence-to-Sequence Voice Conversion with Attention and Context Preservation Mechanisms0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning0
A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI0
AudioVisual Speech Synthesis: A brief literature review0
Audiovisual Speech Synthesis using Tacotron20
Audio-visual video-to-speech synthesis with synthesized input audio0
Augmented Prompt Selection for Evaluation of Spontaneous Speech Synthesis0
Augmenting Images for ASR and TTS through Single-loop and Dual-loop Multimodal Chain Framework0
Augmenting Polish Automatic Speech Recognition System With Synthetic Data0
A Unified Framework for Collecting Text-to-Speech Synthesis Datasets for 22 Indian Languages0
A unified front-end framework for English text-to-speech synthesis0
A unified lexical processing framework based on the Margin Infused Relaxed Algorithm. A case study on the Romanian Language0
A unified sequence-to-sequence front-end model for Mandarin text-to-speech synthesis0
A Unified Speaker Adaptation Method for Speech Synthesis using Transcribed and Untranscribed Speech with Backpropagation0
A Unified Transformer-based Framework for Duplex Text Normalization0
AutoLV: Automatic Lecture Video Generator0
Automated detection of pronunciation errors in non-native English speech employing deep learning0
Automatically Acquiring Fine-Grained Information Status Distinctions in German0
Automatic Arabic Dialect Identification Systems for Written Texts: A Survey0
Automatic Evaluation of Turn-taking Cues in Conversational Speech Synthesis0
Automatic Prosody Prediction for Chinese Speech Synthesis using BLSTM-RNN and Embedding Features0
Automatic Syllabification for Manipuri language0
Autoregressive Diffusion Transformer for Text-to-Speech Synthesis0
Autoregressive Speech Synthesis with Next-Distribution Prediction0
Autoregressive Speech Synthesis without Vector Quantization0
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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