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

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Showing 426–450 of 1249 papers

TitleStatusHype
Wave-U-Net Discriminator: Fast and Lightweight Discriminator for Generative Adversarial Network-Based Speech Synthesis—0
A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI—0
Transformers in Speech Processing: A Survey—0
Controllable Prosody Generation With Partial Inputs—0
VANI: Very-lightweight Accent-controllable TTS for Native and Non-native speakers with Identity Preservation—0
QI-TTS: Questioning Intonation Control for Emotional Speech Synthesis—0
Improving Prosody for Cross-Speaker Style Transfer by Semi-Supervised Style Extractor and Hierarchical Modeling in Speech Synthesis—0
Do Prosody Transfer Models Transfer Prosody?—0
Speak Foreign Languages with Your Own Voice: Cross-Lingual Neural Codec Language ModelingCode5
FoundationTTS: Text-to-Speech for ASR Customization with Generative Language Model—0
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech UnderstandingCode1
ParrotTTS: Text-to-Speech synthesis by exploiting self-supervised representations—0
On the Audio-visual Synchronization for Lip-to-Speech Synthesis—0
DTW-SiameseNet: Dynamic Time Warped Siamese Network for Mispronunciation Detection and Correction—0
ClArTTS: An Open-Source Classical Arabic Text-to-Speech Corpus—0
UniFLG: Unified Facial Landmark Generator from Text or Speech—0
CrossSpeech: Speaker-independent Acoustic Representation for Cross-lingual Speech Synthesis—0
Imaginary Voice: Face-styled Diffusion Model for Text-to-SpeechCode1
Lip-to-Speech Synthesis in the Wild with Multi-task LearningCode1
Fast and small footprint Hybrid HMM-HiFiGAN based system for speech synthesis in Indian languages—0
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous SpeechCode2
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design—0
Cross-modal information fusion for voice spoofing detectionCode1
UzbekTagger: The rule-based POS tagger for Uzbek language—0
Time out of Mind: Generating Rate of Speech conditioned on emotion and speakerCode0
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All datasetsLibriTTSNorth American EnglishLJSpeechMandarin ChineseBlizzard Challenge 2013

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