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 401–450 of 1249 papers

TitleStatusHype
Combining Incremental Language Generation and Incremental Speech Synthesis for Adaptive Information Presentation—0
Combining Human Inputters and Language Services to provide Multi-language support system for International Symposiums—0
Alert!... Calm Down, There is Nothing to Worry About. Warning and Soothing Speech Synthesis.—0
A Corpus of Neutral Voice Speech in Brazilian Portuguese—0
Collective Learning Mechanism based Optimal Transport Generative Adversarial Network for Non-parallel Voice Conversion—0
Collaborative Watermarking for Adversarial Speech Synthesis—0
ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis—0
Code-Mixed Text to Speech Synthesis under Low-Resource Constraints—0
CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems—0
AiRO - an Interactive Learning Tool for Children at Risk of Dyslexia—0
CoALT: A Software for Comparing Automatic Labelling Tools—0
Expressive, Variable, and Controllable Duration Modelling in TTS—0
Expressive Neural Voice Cloning—0
CML-TTS A Multilingual Dataset for Speech Synthesis in Low-Resource Languages—0
Articulatory-WaveNet: Autoregressive Model For Acoustic-to-Articulatory Inversion—0
AI-Based IVR—0
A Conventional Orthography for Tunisian Arabic—0
Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding—0
Cloning one's voice using very limited data in the wild—0
Exploring the encoding of linguistic representations in the Fully-Connected Layer of generative CNNs for Speech—0
CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram—0
Exploring Speech Enhancement for Low-resource Speech Synthesis—0
Excitation-based Voice Quality Analysis and Modification—0
ClArTTS: An Open-Source Classical Arabic Text-to-Speech Corpus—0
A Hybrid Machine Learning Framework for Optimizing Crop Selection via Agronomic and Economic Forecasting—0
CHiVE: Varying Prosody in Speech Synthesis with a Linguistically Driven Dynamic Hierarchical Conditional Variational Network—0
CHATR the Corpus; a 20-year-old archive of Concatenative Speech Synthesis—0
A Robotic Agent in a Virtual Environment that Performs Situated Incremental Understanding of Navigational Utterances—0
Evaluating Text-to-Speech Synthesis from a Large Discrete Token-based Speech Language Model—0
Evaluating Speech-in-Speech Perception via a Humanoid Robot—0
ChatGPT-EDSS: Empathetic Dialogue Speech Synthesis Trained from ChatGPT-derived Context Word Embeddings—0
A Review of Deep Learning Techniques for Speech Processing—0
A high quality and phonetic balanced speech corpus for Vietnamese—0
A Comprehensive Survey on Diffusion Models and Their Applications—0
\'Evaluation objective de plongements pour la synth\`ese de parole guid\'ee par r\'eseaux de neurones (Objective evaluation of embeddings for speech synthesis guided by neural networks)—0
Evaluation of TTS Systems in Intelligibility and Comprehension Tasks: a Case Study of HTS-2008 and Multisyn Synthesizers—0
\'Evaluation segmentale du syst\`eme de synth\`ese HTS pour le fran (Segmental evaluation of HTS) [in French]—0
Everyday Speech in the Indian Subcontinent—0
Evaluating Long-form Text-to-Speech: Comparing the Ratings of Sentences and Paragraphs—0
ExcitNet vocoder: A neural excitation model for parametric speech synthesis systems—0
Evaluating Features and Metrics for High-Quality Simulation of Early Vocal Learning of Vowels—0
Evaluating expressive speech synthesis from audiobook corpora for conversational phrases—0
Chain-of-Thought Training for Open E2E Spoken Dialogue Systems—0
Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors—0
\'Etude comparative des param\`etres d'entr\'ee pour la synth\`ese expressive audiovisuelle de la parole par DNNs (Comparative study of input parameters for DNN-based expressive audiovisual speech synthesis )—0
Exploring Transfer Learning for Urdu Speech Synthesis—0
CASSANDRA: A multipurpose configurable voice-enabled human-computer-interface—0
Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder—0
Casa de la Lh\'engua: a set of language resources and natural language processing tools for Mirandese—0
A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech—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