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 51100 of 1249 papers

TitleStatusHype
Source-Filter-Based Generative Adversarial Neural Vocoder for High Fidelity Speech SynthesisCode2
RFWave: Multi-band Rectified Flow for Audio Waveform ReconstructionCode2
Sample-Efficient Diffusion for Text-To-Speech SynthesisCode2
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech PromptingCode2
Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogramCode2
Neural Speech Synthesis with Transformer NetworkCode2
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech SynthesisCode2
SpeechCraft: A Fine-grained Expressive Speech Dataset with Natural Language DescriptionCode2
OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech SynthesisCode2
Conditional Diffusion Probabilistic Model for Speech EnhancementCode2
RapFlow-TTS: Rapid and High-Fidelity Text-to-Speech with Improved Consistency Flow MatchingCode2
LPCNet: Improving Neural Speech Synthesis Through Linear PredictionCode2
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing SynthesizersCode2
BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech SynthesisCode2
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous SpeechCode2
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial NetworkCode2
LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPTCode2
Lina-Speech: Gated Linear Attention is a Fast and Parameter-Efficient Learner for text-to-speech synthesisCode2
Improving Opus Low Bit Rate Quality with Neural Speech SynthesisCode2
HiFTNet: A Fast High-Quality Neural Vocoder with Harmonic-plus-Noise Filter and Inverse Short Time Fourier TransformCode2
iSTFTNet: Fast and Lightweight Mel-Spectrogram Vocoder Incorporating Inverse Short-Time Fourier TransformCode2
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-SpeechCode2
Generative Modeling for Low Dimensional Speech Attributes with Neural Spline FlowsCode2
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency ModelCode2
CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency ModelsCode2
Generative Adversarial Training for Text-to-Speech Synthesis Based on Raw Phonetic Input and Explicit Prosody ModellingCode2
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech SynthesisCode2
Llama-VITS: Enhancing TTS Synthesis with Semantic AwarenessCode2
NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level QualityCode2
Using Speech Synthesis to Train End-to-End Spoken Language Understanding ModelsCode2
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech SynthesisCode1
FMFCC-A: A Challenging Mandarin Dataset for Synthetic Speech DetectionCode1
Fine-Grained and Interpretable Neural Speech EditingCode1
FCTalker: Fine and Coarse Grained Context Modeling for Expressive Conversational Speech SynthesisCode1
Fine-grained style control in Transformer-based Text-to-speech SynthesisCode1
FonBund: A Library for Combining Cross-lingual Phonological Segment DataCode1
FastPitchFormant: Source-filter based Decomposed Modeling for Speech SynthesisCode1
FastSpeech 2: Fast and High-Quality End-to-End Text to SpeechCode1
Evaluating Speech Synthesis by Training Recognizers on Synthetic SpeechCode1
Generative Expressive Conversational Speech SynthesisCode1
Exploring Transfer Learning for Low Resource Emotional TTSCode1
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback ConstraintCode1
Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style ConversionCode1
TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian PortugueseCode1
End-to-End Zero-Shot Voice Conversion with Location-Variable ConvolutionsCode1
EmoSpeech: Guiding FastSpeech2 Towards Emotional Text to SpeechCode1
EMNS /Imz/ Corpus: An emotive single-speaker dataset for narrative storytelling in games, television and graphic novelsCode1
Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context ModelingCode1
APNet2: High-quality and High-efficiency Neural Vocoder with Direct Prediction of Amplitude and Phase SpectraCode1
EfficientNet-Absolute Zero for Continuous Speech Keyword SpottingCode1
Show:102550
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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