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 201250 of 1249 papers

TitleStatusHype
PhaseAug: A Differentiable Augmentation for Speech Synthesis to Simulate One-to-Many MappingCode1
Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to BanglaCode1
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language ModelsCode1
Digital Voicing of Silent SpeechCode1
RAD-TTS: Parallel Flow-Based TTS with Robust Alignment Learning and Diverse SynthesisCode1
Disentanglement in a GAN for Unconditional Speech SynthesisCode1
Effective Deep Learning Models for Automatic Diacritization of Arabic TextCode1
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech SynthesisCode1
Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling SchemeCode1
Diffusion-Based Mel-Spectrogram Enhancement for Personalized Speech Synthesis with Found DataCode1
DiffV2S: Diffusion-based Video-to-Speech Synthesis with Vision-guided Speaker EmbeddingCode1
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-SpoofingCode1
CDPAM: Contrastive learning for perceptual audio similarityCode1
A Resource for Computational Experiments on MapudungunCode1
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS AdaptationCode1
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length EmbeddingCode1
SmoothCache: A Universal Inference Acceleration Technique for Diffusion TransformersCode1
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial TrainingCode1
DiffWave: A Versatile Diffusion Model for Audio SynthesisCode1
Articulation GAN: Unsupervised modeling of articulatory learningCode1
Effective Use of Variational Embedding Capacity in Expressive End-to-End Speech SynthesisCode1
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language ProcessingCode1
Deep Speech Synthesis from MRI-Based Articulatory RepresentationsCode1
Deep Speech Synthesis from Articulatory RepresentationsCode1
Generative Expressive Conversational Speech SynthesisCode1
Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0Code1
ArTST: Arabic Text and Speech TransformerCode1
Deep Learning Based Assessment of Synthetic Speech NaturalnessCode1
Synthesizing Speech from Intracranial Depth Electrodes using an Encoder-Decoder FrameworkCode1
Tacotron: Towards End-to-End Speech SynthesisCode1
Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-SpeechCode1
Deep Learning Enabled Semantic Communications with Speech Recognition and SynthesisCode1
A Spectral Energy Distance for Parallel Speech SynthesisCode1
Developing multilingual speech synthesis system for Ojibwe, Mi'kmaq, and MaliseetCode1
ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and SpeedCode1
Cross-modal information fusion for voice spoofing detectionCode1
EfficientNet-Absolute Zero for Continuous Speech Keyword SpottingCode1
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech RecognitionCode1
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback ConstraintCode1
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram PredictionsCode1
A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning0
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond0
Constructive Interaction for Talking about Interesting Topics0
Construction of English-French Multimodal Affective Conversational Corpus from TV Dramas0
A Survey of Voice Translation Methodologies - Acoustic Dialect Decoder0
Alternate Endings: Improving Prosody for Incremental Neural TTS with Predicted Future Text Input0
Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding0
Conditioning Sequence-to-sequence Networks with Learned Activations0
Contextual Expressive Text-to-Speech0
Conditional Spoken Digit Generation with StyleGAN0
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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