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 601650 of 1249 papers

TitleStatusHype
POS-Tag Based Poetry Generation with WordNet0
Practical Evaluation of Human and Synthesized Speech for Virtual Human Dialogue Systems0
Predicting Expressive Speaking Style From Text In End-To-End Speech Synthesis0
Predicting phoneme-level prosody latents using AR and flow-based Prior Networks for expressive speech synthesis0
Predicting Phrase Breaks in Classical and Modern Standard Arabic Text0
Predicting Romanian Stress Assignment0
Preliminary study on using vector quantization latent spaces for TTS/VC systems with consistent performance0
Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis0
PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior0
Privacy-oriented manipulation of speaker representations0
Probabilistic Dialogue Models with Prior Domain Knowledge0
Probing Speaker-specific Features in Speaker Representations0
Probing the Feasibility of Multilingual Speaker Anonymization0
PROEMO: Prompt-Driven Text-to-Speech Synthesis Based on Emotion and Intensity Control0
PSCodec: A Series of High-Fidelity Low-bitrate Neural Speech Codecs Leveraging Prompt Encoders0
The VoiceMOS Challenge 2023: Zero-shot Subjective Speech Quality Prediction for Multiple Domains0
Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain0
Bailing-TTS: Chinese Dialectal Speech Synthesis Towards Human-like Spontaneous Representation0
Enhancing Kurdish Text-to-Speech with Native Corpus Training: A High-Quality WaveGlow Vocoder Approach0
Voice Cloning for Dysarthric Speech Synthesis: Addressing Data Scarcity in Speech-Language Pathology0
UDDETTS: Unifying Discrete and Dimensional Emotions for Controllable Emotional Text-to-Speech0
完全基於類神經網路之語音合成系統初步研究 (A Preliminary Study on Fully Neural Network-based Speech Synthesis System) [In Chinese]0
A Bengali HMM Based Speech Synthesis System0
A Bengali Speech Synthesizer on Android OS0
Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding0
Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding0
Accent Conversion in Text-To-Speech Using Multi-Level VAE and Adversarial Training0
Accent conversion using discrete units with parallel data synthesized from controllable accented TTS0
Accented Text-to-Speech Synthesis with Limited Data0
Accurate synthesis of Dysarthric Speech for ASR data augmentation0
A Challenge Set and Methods for Noun-Verb Ambiguity0
A Comparison of Deep Learning MOS Predictors for Speech Synthesis Quality0
A Comparison of Manual and Automatic Voice Repair for Individual with Vocal Disabilities0
A comparison of recent waveform generation and acoustic modeling methods for neural-network-based speech synthesis0
A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems0
A Comprehensive Survey on Diffusion Models and Their Applications0
A Conventional Orthography for Tunisian Arabic0
A Corpus of Neutral Voice Speech in Brazilian Portuguese0
Acoustic Modeling for End-to-End Empathetic Dialogue Speech Synthesis Using Linguistic and Prosodic Contexts of Dialogue History0
Adaptation de la prononciation pour la synth\`ese de la parole spontan\'ee en utilisant des informations linguistiques (Pronunciation adaptation for spontaneous speech synthesis using linguistic information)0
Adapter-Based Extension of Multi-Speaker Text-to-Speech Model for New Speakers0
Adaptive Parser-Centric Text Normalization0
AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios0
A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification0
AdaVocoder: Adaptive Vocoder for Custom Voice0
A Deep Learning Approach to Data-driven Parameterizations for Statistical Parametric Speech Synthesis0
A Deterministic plus Stochastic Model of the Residual Signal for Improved Parametric Speech Synthesis0
A Discourse-level Multi-scale Prosodic Model for Fine-grained Emotion Analysis0
A distributed cloud-based dialog system for conversational application development0
Advances in Speech Vocoding for Text-to-Speech with Continuous Parameters0
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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