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 751800 of 1249 papers

TitleStatusHype
SynPaFlex-Corpus: An Expressive French Audiobooks Corpus dedicated to expressive speech synthesis.0
SyntAct: A Synthesized Database of Basic Emotions0
Synthesizing Audio for Hindi WordNet0
Synt++: Utilizing Imperfect Synthetic Data to Improve Speech Recognition0
Audio Deepfake Attribution: An Initial Dataset and Investigation0
Taiwanese-Accented Mandarin and English Multi-Speaker Talking-Face Synthesis System0
TaL: a synchronised multi-speaker corpus of ultrasound tongue imaging, audio, and lip videos0
Technology Pipeline for Large Scale Cross-Lingual Dubbing of Lecture Videos into Multiple Indian Languages0
Text-aware and Context-aware Expressive Audiobook Speech Synthesis0
Text-free non-parallel many-to-many voice conversion using normalising flows0
Text Generation with Speech Synthesis for ASR Data Augmentation0
Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis0
Text Normalization and Unit Selection for a Memory Based Non Uniform Unit Selection TTS in Malayalam0
Texto4Science: a Quebec French Database of Annotated Short Text Messages0
Text-To-Speech for Languages without an Orthography0
Text-to-Speech Pipeline for Swiss German -- A comparison0
Text-to-speech synthesis based on latent variable conversion using diffusion probabilistic model and variational autoencoder0
Text-To-Speech Synthesis In The Wild0
ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech0
The AV-LASYN Database : A synchronous corpus of audio and 3D facial marker data for audio-visual laughter synthesis0
The Cohort and Speechify Libraries for Rapid Construction of Speech Enabled Applications for Android0
The DeepZen Speech Synthesis System for Blizzard Challenge 20230
The Deterministic plus Stochastic Model of the Residual Signal and its Applications0
The Development of the Multilingual LUNA Corpus for Spoken Language System Porting0
The dramatic piece reader for the blind and visually impaired0
The FruitShell French synthesis system at the Blizzard 2023 Challenge0
The Future of Spoken Dialogue Systems is in their Past: Long-Term Adaptive, Conversational Assistants0
The Herme Database of Spontaneous Multimodal Human-Robot Dialogues0
Towards Developing State-of-the-Art TTS Synthesisers for 13 Indian Languages with Signal Processing aided Alignments0
The InproTK 2012 release0
The MMASCS multi-modal annotated synchronous corpus of audio, video, facial motion and tongue motion data of normal, fast and slow speech0
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance0
The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement0
The SYSU System for the Interspeech 2015 Automatic Speaker Verification Spoofing and Countermeasures Challenge0
The Theory behind Controllable Expressive Speech Synthesis: a Cross-disciplinary Approach0
The Virtual Doctor: An Interactive Artificial Intelligence based on Deep Learning for Non-Invasive Prediction of Diabetes0
1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis0
The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units0
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition0
ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis0
Toward accessible comics for blind and low vision readers0
Toward a Web-based Speech Corpus for Algerian Dialectal Arabic Varieties0
Towards Accurate Lip-to-Speech Synthesis in-the-Wild0
Towards a practical lip-to-speech conversion system using deep neural networks and mobile application frontend0
Towards Expressive Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis0
Towards Flow-Matching-based TTS without Classifier-Free Guidance0
Towards Fully Automatic Annotation of Audio Books for TTS0
Towards Improving NAM-to-Speech Synthesis Intelligibility using Self-Supervised Speech Models0
Towards Multilingual Conversations in the Medical Domain: Development of Multilingual Medical Data and A Network-based ASR System0
Towards Multi-Scale Style Control for Expressive Speech Synthesis0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PeriodWave-Turbo-LPESQ4.45Unverified
2BigVGAN-v2PESQ4.36Unverified
3EVA-GAN-bigPESQ4.35Unverified
4PeriodWave + FreeUPESQ4.25Unverified
5RFWavePESQ4.23Unverified
6BigVSAN (w/ snakebeta)PESQ4.12Unverified
7BigVSANPESQ4.12Unverified
8EVA-GAN-basePESQ4.03Unverified
9BigVGANPESQ4.03Unverified
10VocosPESQ3.7Unverified
#ModelMetricClaimedVerifiedStatus
1Tacotron 2Mean Opinion Score4.53Unverified
2WaveNet (Linguistic)Mean Opinion Score4.34Unverified
3WaveNet (L+F)Mean Opinion Score4.21Unverified
4TacotronMean Opinion Score4Unverified
5HMM-driven concatenativeMean Opinion Score3.86Unverified
6LSTM-RNN parametricMean Opinion Score3.67Unverified
7meansMean Opinion Score0Unverified
#ModelMetricClaimedVerifiedStatus
1BDDM vocoderMean Opinion Score4.48Unverified
2DiffWave LARGEMean Opinion Score4.44Unverified
3Neural HMMMean Opinion Score3.24Unverified
4Neural HMM Ablation with 1 state per phoneMean Opinion Score2.68Unverified
#ModelMetricClaimedVerifiedStatus
1WaveNet (L+F)Mean Opinion Score4.08Unverified
2LSTM-RNN parametricMean Opinion Score3.79Unverified
3HMM-driven concatenativeMean Opinion Score3.47Unverified
#ModelMetricClaimedVerifiedStatus
1SampleRNN (2-tier)NLL1.39Unverified
2SampleRNN (3-tier)NLL1.39Unverified