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 351400 of 1249 papers

TitleStatusHype
iSTFTNet2: Faster and More Lightweight iSTFT-Based Neural Vocoder Using 1D-2D CNN0
EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis0
On Error Propagation of Diffusion Models0
Adversarial Training of Denoising Diffusion Model Using Dual Discriminators for High-Fidelity Multi-Speaker TTS0
Textless Unit-to-Unit training for Many-to-Many Multilingual Speech-to-Speech TranslationCode1
SALTTS: Leveraging Self-Supervised Speech Representations for improved Text-to-Speech Synthesis0
Comparing normalizing flows and diffusion models for prosody and acoustic modelling in text-to-speech0
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial TrainingCode1
Audio-visual video-to-speech synthesis with synthesized input audio0
METTS: Multilingual Emotional Text-to-Speech by Cross-speaker and Cross-lingual Emotion Transfer0
Minimally-Supervised Speech Synthesis with Conditional Diffusion Model and Language Model: A Comparative Study of Semantic Coding0
SC VALL-E: Style-Controllable Zero-Shot Text to Speech SynthesizerCode1
An analysis on the effects of speaker embedding choice in non auto-regressive TTS0
SLMGAN: Exploiting Speech Language Model Representations for Unsupervised Zero-Shot Voice Conversion in GANs0
Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis0
On the Use of Self-Supervised Speech Representations in Spontaneous Speech Synthesis0
Deep Speech Synthesis from MRI-Based Articulatory RepresentationsCode1
Disentanglement in a GAN for Unconditional Speech SynthesisCode1
RobustL2S: Speaker-Specific Lip-to-Speech Synthesis exploiting Self-Supervised Representations0
High-Quality Automatic Voice Over with Accurate Alignment: Supervision through Self-Supervised Discrete Speech Units0
EmoSpeech: Guiding FastSpeech2 Towards Emotional Text to SpeechCode1
Large-scale unsupervised audio pre-training for video-to-speech synthesis0
DSE-TTS: Dual Speaker Embedding for Cross-Lingual Text-to-Speech0
Voicebox: Text-Guided Multilingual Universal Speech Generation at ScaleCode0
Strategies in Transfer Learning for Low-Resource Speech Synthesis: Phone Mapping, Features Input, and Source Language Selection0
Visual-Aware Text-to-Speech0
Cross-lingual Prosody Transfer for Expressive Machine Dubbing0
CML-TTS A Multilingual Dataset for Speech Synthesis in Low-Resource Languages0
Investigating the Utility of Surprisal from Large Language Models for Speech Synthesis Prosody0
Diff-TTSG: Denoising probabilistic integrated speech and gesture synthesis0
StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language ModelsCode5
PauseSpeech: Natural Speech Synthesis via Pre-trained Language Model and Pause-based Prosody Modeling0
HiddenSinger: High-Quality Singing Voice Synthesis via Neural Audio Codec and Latent Diffusion Models0
Boosting Fast and High-Quality Speech Synthesis with Linear Diffusion0
VIFS: An End-to-End Variational Inference for Foley Sound SynthesisCode0
Take the Hint: Improving Arabic Diacritization with Partially-Diacritized TextCode0
PolyVoice: Language Models for Speech to Speech Translation0
Rhythm-controllable Attention with High Robustness for Long Sentence Speech Synthesis0
Why We Should Report the Details in Subjective Evaluation of TTS More RigorouslyCode0
Speaker-independent neural formant synthesis0
Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesisCode4
Speech inpainting: Context-based speech synthesis guided by video0
Text-to-Speech Pipeline for Swiss German -- A comparison0
Intelligible Lip-to-Speech Synthesis with Speech UnitsCode1
Automatic Evaluation of Turn-taking Cues in Conversational Speech Synthesis0
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS AdaptationCode1
Creating Personalized Synthetic Voices from Post-Glossectomy Speech with Guided Diffusion Models0
Automatic Tuning of Loss Trade-offs without Hyper-parameter Search in End-to-End Zero-Shot Speech SynthesisCode1
Multilingual Text-to-Speech Synthesis for Turkic Languages Using TransliterationCode1
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLMCode0
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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