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 601–650 of 1249 papers

TitleStatusHype
Controllable speech synthesis by learning discrete phoneme-level prosodic representations—0
Contextual Expressive Text-to-Speech—0
Efficient Incremental Text-to-Speech on GPUs—0
PromptTTS: Controllable Text-to-Speech with Text DescriptionsCode0
LA-VocE: Low-SNR Audio-visual Speech Enhancement using Neural Vocoders—0
Multi-Speaker Expressive Speech Synthesis via Multiple Factors Decoupling—0
Grad-StyleSpeech: Any-speaker Adaptive Text-to-Speech Synthesis with Diffusion Models—0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning—0
The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement—0
Semi-supervised learning for continuous emotional intensity controllable speech synthesis with disentangled representations—0
Deliberation Networks and How to Train Them—0
Self-Supervised Learning for Speech Enhancement through SynthesisCode0
Predicting phoneme-level prosody latents using AR and flow-based Prior Networks for expressive speech synthesis—0
A Preliminary Study on Mandarin-Hakka neural machine translation using small-sized data—0
Taiwanese-Accented Mandarin and English Multi-Speaker Talking-Face Synthesis System—0
Technology Pipeline for Large Scale Cross-Lingual Dubbing of Lecture Videos into Multiple Indian Languages—0
Development of Mandarin-English code-switching speech synthesis system—0
Adapter-Based Extension of Multi-Speaker Text-to-Speech Model for New Speakers—0
Learning utterance-level representations through token-level acoustic latents prediction for Expressive Speech Synthesis—0
Towards Developing State-of-the-Art TTS Synthesisers for 13 Indian Languages with Signal Processing aided Alignments—0
Period VITS: Variational Inference with Explicit Pitch Modeling for End-to-end Emotional Speech Synthesis—0
Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised Learning for Text-To-Speech—0
Evaluating context-invariance in unsupervised speech representationsCode0
A Fast and Accurate Pitch Estimation Algorithm Based on the Pseudo Wigner-Ville DistributionCode0
RedPen: Region- and Reason-Annotated Dataset of Unnatural Speech—0
Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks—0
Semi-Supervised Learning Based on Reference Model for Low-resource TTS—0
A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification—0
Simple and Effective Unsupervised Speech Translation—0
Empirical Study Incorporating Linguistic Knowledge on Filled Pauses for Personalized Spontaneous Speech SynthesisCode0
Transformer-Based Speech Synthesizer Attribution in an Open Set Scenario—0
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era—0
The Sound of Silence: Efficiency of First Digit Features in Synthetic Audio DetectionCode0
Fully Unsupervised Training of Few-shot Keyword Spotting—0
Unsupervised Multi-scale Expressive Speaking Style Modeling with Hierarchical Context Information for Audiobook Speech Synthesis—0
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models—0
Controllable Accented Text-to-Speech Synthesis—0
An Initial study on Birdsong Re-synthesis Using Neural Vocoders—0
AutoLV: Automatic Lecture Video Generator—0
ConvNeXt Based Neural Network for Audio Anti-SpoofingCode0
Decoupled Pronunciation and Prosody Modeling in Meta-Learning-Based Multilingual Speech Synthesis—0
Automated detection of pronunciation errors in non-native English speech employing deep learning—0
Mlphon: A Multifunctional Grapheme-Phoneme Conversion Tool Using Finite State TransducersCode0
Lip-to-Speech Synthesis for Arbitrary Speakers in the Wild—0
Audio Deepfake Attribution: An Initial Dataset and Investigation—0
Speech Synthesis with Mixed Emotions—0
A Study of Modeling Rising Intonation in Cantonese Neural Speech Synthesis—0
SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation—0
Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis—0
Controllable Data Generation by Deep Learning: A Review—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