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 151200 of 1249 papers

TitleStatusHype
RF-Next: Efficient Receptive Field Search for Convolutional Neural NetworksCode1
TranSpeech: Speech-to-Speech Translation With Bilateral PerturbationCode1
End-to-End Zero-Shot Voice Conversion with Location-Variable ConvolutionsCode1
Deep Learning Enabled Semantic Communications with Speech Recognition and SynthesisCode1
SVTS: Scalable Video-to-Speech SynthesisCode1
Requirements and Motivations of Low-Resource Speech Synthesis for Language RevitalizationCode1
A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondCode1
Lip to Speech Synthesis with Visual Context Attentional GANCode1
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversionCode1
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech RecognitionCode1
A^3T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and EditingCode1
VocBench: A Neural Vocoder Benchmark for Speech SynthesisCode1
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyoneCode1
Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-SpeechCode1
Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder FrameworkCode1
ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to ItalianCode1
FMFCC-A: A Challenging Mandarin Dataset for Synthetic Speech DetectionCode1
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language ProcessingCode1
Fine-grained style control in Transformer-based Text-to-speech SynthesisCode1
Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-SpeechCode1
StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech SynthesisCode1
Mixer-TTS: non-autoregressive, fast and compact text-to-speech model conditioned on language model embeddingsCode1
EdiTTS: Score-based Editing for Controllable Text-to-SpeechCode1
Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling SchemeCode1
Neural HMMs are all you need (for high-quality attention-free TTS)Code1
One TTS Alignment To Rule Them AllCode1
Conditional Sound Generation Using Neural Discrete Time-Frequency Representation LearningCode1
A Survey on Neural Speech SynthesisCode1
FastPitchFormant: Source-filter based Decomposed Modeling for Speech SynthesisCode1
WaveGrad 2: Iterative Refinement for Text-to-Speech SynthesisCode1
RyanSpeech: A Corpus for Conversational Text-to-Speech SynthesisCode1
Enhancing Speaking Styles in Conversational Text-to-Speech Synthesis with Graph-based Multi-modal Context ModelingCode1
RAD-TTS: Parallel Flow-Based TTS with Robust Alignment Learning and Diverse SynthesisCode1
Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to BanglaCode1
Grad-TTS: A Diffusion Probabilistic Model for Text-to-SpeechCode1
Deep Learning Based Assessment of Synthetic Speech NaturalnessCode1
KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis DatasetCode1
TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration PredictionCode1
Assem-VC: Realistic Voice Conversion by Assembling Modern Speech Synthesis TechniquesCode1
Multilingual Byte2Speech Models for Scalable Low-resource Speech SynthesisCode1
CDPAM: Contrastive learning for perceptual audio similarityCode1
Text-Free Image-to-Speech Synthesis Using Learned Segmental UnitsCode1
EfficientNet-Absolute Zero for Continuous Speech Keyword SpottingCode1
Semi-supervised URL Segmentation with Recurrent Neural Networks Pre-trained on Knowledge Graph EntitiesCode1
TFGAN: Time and Frequency Domain Based Generative Adversarial Network for High-fidelity Speech SynthesisCode1
Wave-Tacotron: Spectrogram-free end-to-end text-to-speech synthesisCode1
Semi-supervised URL Segmentation with Recurrent Neural NetworksPre-trained on Knowledge Graph EntitiesCode1
Effective Deep Learning Models for Automatic Diacritization of Arabic TextCode1
Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE ParadigmCode1
Digital Voicing of Silent SpeechCode1
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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