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
Fine-grained style control in Transformer-based Text-to-speech SynthesisCode1
Accented Text-to-Speech Synthesis with a Conditional Variational AutoencoderCode1
Automatic Prosody Annotation with Pre-Trained Text-Speech ModelCode1
Fine-Grained and Interpretable Neural Speech EditingCode1
MnTTS2: An Open-Source Multi-Speaker Mongolian Text-to-Speech Synthesis DatasetCode1
Exploring Transfer Learning for Low Resource Emotional TTSCode1
Evaluating Speech Synthesis by Training Recognizers on Synthetic SpeechCode1
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech UnderstandingCode1
FastPitchFormant: Source-filter based Decomposed Modeling for Speech SynthesisCode1
End-to-End Zero-Shot Voice Conversion with Location-Variable ConvolutionsCode1
AnCoGen: Analysis, Control and Generation of Speech with a Masked AutoencoderCode1
Automatic Tuning of Loss Trade-offs without Hyper-parameter Search in End-to-End Zero-Shot Speech SynthesisCode1
Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech SynthesisCode1
FMFCC-A: A Challenging Mandarin Dataset for Synthetic Speech DetectionCode1
AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizingCode1
From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback ConstraintCode1
Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style ConversionCode1
End-to-End Adversarial Text-to-SpeechCode1
TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian PortugueseCode1
FastSpeech 2: Fast and High-Quality End-to-End Text to SpeechCode1
EMNS /Imz/ Corpus: An emotive single-speaker dataset for narrative storytelling in games, television and graphic novelsCode1
HyperTTS: Parameter Efficient Adaptation in Text to Speech using HypernetworksCode1
Improved Child Text-to-Speech Synthesis through Fastpitch-based Transfer LearningCode1
Embedding a Differentiable Mel-cepstral Synthesis Filter to a Neural Speech Synthesis SystemCode1
EfficientNet-Absolute Zero for Continuous Speech Keyword SpottingCode1
ITAcotron 2: Transfering English Speech Synthesis Architectures and Speech Features to ItalianCode1
KazEmoTTS: A Dataset for Kazakh Emotional Text-to-Speech SynthesisCode1
EmoSpeech: Guiding FastSpeech2 Towards Emotional Text to SpeechCode1
EdiTTS: Score-based Editing for Controllable Text-to-SpeechCode1
Dynamical Variational Autoencoders: A Comprehensive ReviewCode1
Effective Deep Learning Models for Automatic Diacritization of Arabic TextCode1
Learning pronunciation from a foreign language in speech synthesis networksCode1
Disentanglement in a GAN for Unconditional Speech SynthesisCode1
dMel: Speech Tokenization made SimpleCode1
Effective Use of Variational Embedding Capacity in Expressive End-to-End Speech SynthesisCode1
Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context ModelingCode1
Textless Unit-to-Unit training for Many-to-Many Multilingual Speech-to-Speech TranslationCode1
Diffusion-Based Mel-Spectrogram Enhancement for Personalized Speech Synthesis with Found DataCode1
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial TrainingCode1
Bts-e: Audio deepfake detection using breathing-talking-silence encoderCode1
Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling SchemeCode1
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language ModelsCode1
Developing multilingual speech synthesis system for Ojibwe, Mi'kmaq, and MaliseetCode1
DiffV2S: Diffusion-based Video-to-Speech Synthesis with Vision-guided Speaker EmbeddingCode1
Deep Speech Synthesis from Articulatory RepresentationsCode1
Deep Learning Enabled Semantic Communications with Speech Recognition and SynthesisCode1
Deep Speech Synthesis from MRI-Based Articulatory RepresentationsCode1
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
Deep Learning Based Assessment of Synthetic Speech NaturalnessCode1
Show:102550
← PrevPage 4 of 25Next →

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