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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–475 of 1249 papers

TitleStatusHype
Direct Simultaneous Speech-to-Speech Translation with Variational Monotonic Multihead Attention—0
Extending Multilingual Speech Synthesis to 100+ Languages without Transcribed Data—0
An In-depth Analysis of the Effect of Text Normalization in Social Media—0
F0 Modeling In Hmm-Based Speech Synthesis System Using Deep Belief Network—0
Advances in Speech Vocoding for Text-to-Speech with Continuous Parameters—0
Face-StyleSpeech: Enhancing Zero-shot Speech Synthesis from Face Images with Improved Face-to-Speech Mapping—0
Facial Expression-Enhanced TTS: Combining Face Representation and Emotion Intensity for Adaptive Speech—0
FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning—0
FA-GAN: Artifacts-free and Phase-aware High-fidelity GAN-based Vocoder—0
Collaborative Watermarking for Adversarial Speech Synthesis—0
fairseq Sˆ2: A Scalable and Integrable Speech Synthesis Toolkit—0
Fast and Accurate Decision Trees for Natural Language Processing Tasks—0
A Waveform Representation Framework for High-quality Statistical Parametric Speech Synthesis—0
Fast and small footprint Hybrid HMM-HiFiGAN based system for speech synthesis in Indian languages—0
Fast Bootstrapping of Grapheme to Phoneme System for Under-resourced Languages - Application to the Iban Language—0
Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices—0
AV-Flow: Transforming Text to Audio-Visual Human-like Interactions—0
An explainability study of the constant Q cepstral coefficient spoofing countermeasure for automatic speaker verification—0
Accurate synthesis of Dysarthric Speech for ASR data augmentation—0
Fast Labeling and Transcription with the Speechalyzer Toolkit—0
Diff-TTSG: Denoising probabilistic integrated speech and gesture synthesis—0
Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks—0
Diff-TTS: A Denoising Diffusion Model for Text-to-Speech—0
An Expert System for Automatic Reading of A Text Written in Standard Arabic—0
An Experimental Study: Assessing the Combined Framework of WavLM and BEST-RQ for Text-to-Speech Synthesis—0
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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