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 301–350 of 1249 papers

TitleStatusHype
On the Opportunities of Green Computing: A Survey—0
Boosting Multi-Speaker Expressive Speech Synthesis with Semi-supervised Contrastive Learning—0
Controllable Generation of Artificial Speaker Embeddings through Discovery of Principal Directions—0
Generative Pre-training for Speech with Flow Matching—0
ArTST: Arabic Text and Speech TransformerCode1
AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizingCode1
Energy-Based Models For Speech Synthesis—0
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations—0
Generative Adversarial Training for Text-to-Speech Synthesis Based on Raw Phonetic Input and Explicit Prosody ModellingCode2
Attentive Multi-Layer Perceptron for Non-autoregressive GenerationCode0
Speaking rate attention-based duration prediction for speed control TTS—0
Privacy-oriented manipulation of speaker representations—0
Neutral TTS Female Voice Corpus in Brazilian Portuguese—0
Partial Rank Similarity Minimization Method for Quality MOS Prediction of Unseen Speech Synthesis Systems in Zero-Shot and Semi-supervised settingCode0
LauraGPT: Listen, Attend, Understand, and Regenerate Audio with GPTCode2
Latent Filling: Latent Space Data Augmentation for Zero-shot Speech Synthesis—0
The VoiceMOS Challenge 2023: Zero-shot Subjective Speech Quality Prediction for Multiple Domains—0
Evaluating Speech Synthesis by Training Recognizers on Synthetic SpeechCode1
High-Fidelity Speech Synthesis with Minimal Supervision: All Using Diffusion Models—0
Collaborative Watermarking for Adversarial Speech Synthesis—0
Face-StyleSpeech: Enhancing Zero-shot Speech Synthesis from Face Images with Improved Face-to-Speech Mapping—0
P-Flow: A Fast and Data-Efficient Zero-Shot TTS through Speech PromptingCode2
DurIAN-E: Duration Informed Attention Network For Expressive Text-to-Speech Synthesis—0
A Discourse-level Multi-scale Prosodic Model for Fine-grained Emotion Analysis—0
Speak While You Think: Streaming Speech Synthesis During Text Generation—0
Towards Joint Modeling of Dialogue Response and Speech Synthesis based on Large Language ModelCode1
Exploring Speech Enhancement for Low-resource Speech Synthesis—0
Leveraging Speech PTM, Text LLM, and Emotional TTS for Speech Emotion Recognition—0
Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language Models—0
Speech Synthesis By Unrolling Diffusion Process using Neural Network Layers—0
HiFTNet: A Fast High-Quality Neural Vocoder with Harmonic-plus-Noise Filter and Inverse Short Time Fourier TransformCode2
Cross-lingual Knowledge Distillation via Flow-based Voice Conversion for Robust Polyglot Text-To-Speech—0
Towards Universal Speech Discrete Tokens: A Case Study for ASR and TTS—0
Voxtlm: unified decoder-only models for consolidating speech recognition/synthesis and speech/text continuation tasks—0
FunCodec: A Fundamental, Reproducible and Integrable Open-source Toolkit for Neural Speech CodecCode2
CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram—0
Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?—0
Cross-Utterance Conditioned VAE for Speech Generation—0
MuLanTTS: The Microsoft Speech Synthesis System for Blizzard Challenge 2023—0
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial NetworkCode2
Matcha-TTS: A fast TTS architecture with conditional flow matchingCode3
The FruitShell French synthesis system at the Blizzard 2023 Challenge—0
QS-TTS: Towards Semi-Supervised Text-to-Speech Synthesis via Vector-Quantized Self-Supervised Speech Representation LearningCode1
Towards Spontaneous Style Modeling with Semi-supervised Pre-training for Conversational Text-to-Speech Synthesis—0
The DeepZen Speech Synthesis System for Blizzard Challenge 2023—0
Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations—0
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition—0
AffectEcho: Speaker Independent and Language-Agnostic Emotion and Affect Transfer for Speech Synthesis—0
Accurate synthesis of Dysarthric Speech for ASR data augmentation—0
DiffV2S: Diffusion-based Video-to-Speech Synthesis with Vision-guided Speaker EmbeddingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PeriodWave-Turbo-LPESQ4.45—Unverified
2BigVGAN-v2PESQ4.36—Unverified
3EVA-GAN-bigPESQ4.35—Unverified
4PeriodWave + FreeUPESQ4.25—Unverified
5RFWavePESQ4.23—Unverified
6BigVSAN (w/ snakebeta)PESQ4.12—Unverified
7BigVSANPESQ4.12—Unverified
8EVA-GAN-basePESQ4.03—Unverified
9BigVGANPESQ4.03—Unverified
10VocosPESQ3.7—Unverified
#ModelMetricClaimedVerifiedStatus
1Tacotron 2Mean Opinion Score4.53—Unverified
2WaveNet (Linguistic)Mean Opinion Score4.34—Unverified
3WaveNet (L+F)Mean Opinion Score4.21—Unverified
4TacotronMean Opinion Score4—Unverified
5HMM-driven concatenativeMean Opinion Score3.86—Unverified
6LSTM-RNN parametricMean Opinion Score3.67—Unverified
7meansMean Opinion Score0—Unverified
#ModelMetricClaimedVerifiedStatus
1BDDM vocoderMean Opinion Score4.48—Unverified
2DiffWave LARGEMean Opinion Score4.44—Unverified
3Neural HMMMean Opinion Score3.24—Unverified
4Neural HMM Ablation with 1 state per phoneMean Opinion Score2.68—Unverified
#ModelMetricClaimedVerifiedStatus
1WaveNet (L+F)Mean Opinion Score4.08—Unverified
2LSTM-RNN parametricMean Opinion Score3.79—Unverified
3HMM-driven concatenativeMean Opinion Score3.47—Unverified
#ModelMetricClaimedVerifiedStatus
1SampleRNN (2-tier)NLL1.39—Unverified
2SampleRNN (3-tier)NLL1.39—Unverified