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
Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to BanglaCode1
Fine-Grained and Interpretable Neural Speech EditingCode1
InstructTTSEval: Benchmarking Complex Natural-Language Instruction Following in Text-to-Speech SystemsCode1
UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal PromptsCode1
Evaluating Speech Synthesis by Training Recognizers on Synthetic SpeechCode1
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech UnderstandingCode1
Exploring Transfer Learning for Low Resource Emotional TTSCode1
TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian PortugueseCode1
AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizingCode1
Accented Text-to-Speech Synthesis with a Conditional Variational AutoencoderCode1
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
Fine-grained style control in Transformer-based Text-to-speech SynthesisCode1
End-to-End Zero-Shot Voice Conversion with Location-Variable ConvolutionsCode1
A Neuro-AI Interface for Evaluating Generative Adversarial NetworksCode1
FMFCC-A: A Challenging Mandarin Dataset for Synthetic Speech DetectionCode1
End-to-End Adversarial Text-to-SpeechCode1
GAN You Hear Me? Reclaiming Unconditional Speech Synthesis from Diffusion ModelsCode1
Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context ModelingCode1
Enhancing Speech Intelligibility in Text-To-Speech Synthesis using Speaking Style ConversionCode1
FastPitchFormant: Source-filter based Decomposed Modeling for Speech SynthesisCode1
Embedding a Differentiable Mel-cepstral Synthesis Filter to a Neural Speech Synthesis SystemCode1
EMNS /Imz/ Corpus: An emotive single-speaker dataset for narrative storytelling in games, television and graphic novelsCode1
Imaginary Voice: Face-styled Diffusion Model for Text-to-SpeechCode1
EfficientNet-Absolute Zero for Continuous Speech Keyword SpottingCode1
Effective Use of Variational Embedding Capacity in Expressive End-to-End Speech SynthesisCode1
KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis DatasetCode1
Dynamical Variational Autoencoders: A Comprehensive ReviewCode1
dMel: Speech Tokenization made SimpleCode1
EdiTTS: Score-based Editing for Controllable Text-to-SpeechCode1
Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE ParadigmCode1
Learning Individual Speaking Styles for Accurate Lip to Speech SynthesisCode1
Digital Voicing of Silent SpeechCode1
Disentanglement in a GAN for Unconditional Speech SynthesisCode1
Effective Deep Learning Models for Automatic Diacritization of Arabic TextCode1
EmoSpeech: Guiding FastSpeech2 Towards Emotional Text to SpeechCode1
FastSpeech 2: Fast and High-Quality End-to-End Text to SpeechCode1
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial TrainingCode1
MelGAN: Generative Adversarial Networks for Conditional Waveform SynthesisCode1
Bts-e: Audio deepfake detection using breathing-talking-silence encoderCode1
Diffusion-Based Mel-Spectrogram Enhancement for Personalized Speech Synthesis with Found DataCode1
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language ModelsCode1
Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0Code1
Developing multilingual speech synthesis system for Ojibwe, Mi'kmaq, and MaliseetCode1
Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling SchemeCode1
Deep Learning Enabled Semantic Communications with Speech Recognition and SynthesisCode1
Deep Learning Based Assessment of Synthetic Speech NaturalnessCode1
Deep Speech Synthesis from 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
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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