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
RFWave: Multi-band Rectified Flow for Audio Waveform ReconstructionCode2
EVA-GAN: Enhanced Various Audio Generation via Scalable Generative Adversarial NetworksCode2
Generative Adversarial Training for Text-to-Speech Synthesis Based on Raw Phonetic Input and Explicit Prosody ModellingCode2
LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPTCode2
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech PromptingCode2
HiFTNet: A Fast High-Quality Neural Vocoder with Harmonic-plus-Noise Filter and Inverse Short Time Fourier TransformCode2
FunCodec: A Fundamental, Reproducible and Integrable Open-source Toolkit for Neural Speech CodecCode2
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial NetworkCode2
CoMoSpeech: One-Step Speech and Singing Voice Synthesis via Consistency ModelCode2
Source-Filter-Based Generative Adversarial Neural Vocoder for High Fidelity Speech SynthesisCode2
NaturalSpeech 2: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing SynthesizersCode2
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous SpeechCode2
Towards Building Text-To-Speech Systems for the Next Billion UsersCode2
StyleTTS: A Style-Based Generative Model for Natural and Diverse Text-to-Speech SynthesisCode2
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-SpeechCode2
NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level QualityCode2
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech SynthesisCode2
BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech SynthesisCode2
iSTFTNet: Fast and Lightweight Mel-Spectrogram Vocoder Incorporating Inverse Short-Time Fourier TransformCode2
Generative Modeling for Low Dimensional Speech Attributes with Neural Spline FlowsCode2
Conditional Diffusion Probabilistic Model for Speech EnhancementCode2
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech SynthesisCode2
Improving Opus Low Bit Rate Quality with Neural Speech SynthesisCode2
Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogramCode2
Using Speech Synthesis to Train End-to-End Spoken Language Understanding ModelsCode2
FastSpeech: Fast, Robust and Controllable Text to SpeechCode2
A Real-Time Wideband Neural Vocoder at 1.6 kb/s Using LPCNetCode2
LPCNet: Improving Neural Speech Synthesis Through Linear PredictionCode2
Neural Speech Synthesis with Transformer NetworkCode2
Efficient Neural Audio SynthesisCode2
InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech SystemsCode1
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language ModelsCode1
SafeSpeech: Robust and Universal Voice Protection Against Malicious Speech SynthesisCode1
Developing multilingual speech synthesis system for Ojibwe, Mi'kmaq, and MaliseetCode1
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech SynthesisCode1
AnCoGen: Analysis, Control and Generation of Speech with a Masked AutoencoderCode1
Region-Based Optimization in Continual Learning for Audio Deepfake DetectionCode1
SmoothCache: A Universal Inference Acceleration Technique for Diffusion TransformersCode1
Mitigating Unauthorized Speech Synthesis for Voice ProtectionCode1
STTATTS: Unified Speech-To-Text And Text-To-Speech ModelCode1
PRESENT: Zero-Shot Text-to-Prosody ControlCode1
Generative Expressive Conversational Speech SynthesisCode1
VoxSim: A perceptual voice similarity datasetCode1
dMel: Speech Tokenization made SimpleCode1
Rasa: Building Expressive Speech Synthesis Systems for Indian Languages in Low-resource SettingsCode1
Fine-Grained and Interpretable Neural Speech EditingCode1
Articulatory Phonetics Informed Controllable Expressive Speech SynthesisCode1
UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal PromptsCode1
HyperTTS: Parameter Efficient Adaptation in Text to Speech using HypernetworksCode1
KazEmoTTS: A Dataset for Kazakh Emotional Text-to-Speech SynthesisCode1
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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