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 10511100 of 1249 papers

TitleStatusHype
SynPaFlex-Corpus: An Expressive French Audiobooks Corpus dedicated to expressive speech synthesis.0
Design and Development of Speech Corpora for Air Traffic Control Training0
Literality and cognitive effort: Japanese and Spanish0
Building Open Javanese and Sundanese Corpora for Multilingual Text-to-Speech0
Construction of English-French Multimodal Affective Conversational Corpus from TV Dramas0
CPJD Corpus: Crowdsourced Parallel Speech Corpus of Japanese Dialects0
From `Solved Problems' to New Challenges: A Report on LDC Activities0
Speaker-independent raw waveform model for glottal excitation0
A comparison of recent waveform generation and acoustic modeling methods for neural-network-based speech synthesis0
Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder0
Speech waveform synthesis from MFCC sequences with generative adversarial networksCode0
Neural Autoregressive FlowsCode0
High-quality nonparallel voice conversion based on cycle-consistent adversarial network0
Machine Speech Chain with One-shot Speaker Adaptation0
Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data0
Deep Feed-forward Sequential Memory Networks for Speech Synthesis0
Fitting New Speakers Based on a Short Untranscribed Sample0
Tools and resources for Romanian text-to-speech and speech-to-text applicationsCode0
Neural Voice Cloning with a Few SamplesCode0
Epoch-Synchronous Overlap-Add (ESOLA) for Time- and Pitch-Scale Modification of Speech SignalsCode0
HybridNet: A Hybrid Neural Architecture to Speed-up Autoregressive Models0
POLICY DRIVEN GENERATIVE ADVERSARIAL NETWORKS FOR ACCENTED SPEECH GENERATION0
Synthesizing Audio for Hindi WordNet0
pyiwn: A Python based API to access Indian Language WordNets0
Merging K-means with hierarchical clustering for identifying general-shaped groups0
Creating New Language and Voice Components for the Updated MaryTTS Text-to-Speech Synthesis Platform0
Parallel WaveNet: Fast High-Fidelity Speech SynthesisCode0
Uncovering Latent Style Factors for Expressive Speech Synthesis0
SUT System Description for Anti-Spoofing 2017 Challenge0
完全基於類神經網路之語音合成系統初步研究 (A Preliminary Study on Fully Neural Network-based Speech Synthesis System) [In Chinese]0
JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesisCode0
Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence LearningCode0
Statistical Parametric Speech Synthesis Incorporating Generative Adversarial NetworksCode0
Refer-iTTS: A System for Referring in Spoken Installments to Objects in Real-World Images0
Lexicon for Natural Language Generation in Spanish Adapted to Alternative and Augmentative Communication0
Fast and Accurate Decision Trees for Natural Language Processing Tasks0
Using hyperlinks to improve multilingual partial parsersCode0
Listening while Speaking: Speech Chain by Deep Learning0
Hidden-Markov-Model Based Speech Enhancement0
PyDial: A Multi-domain Statistical Dialogue System Toolkit0
A Variational EM Method for Pole-Zero Modeling of Speech with Mixed Block Sparse and Gaussian Excitation0
Deep Voice 2: Multi-Speaker Neural Text-to-SpeechCode0
I Probe, Therefore I Am: Designing a Virtual Journalist with Human Emotions0
Building and using language resources and infrastructure to develop e-learning programs for a minority language0
Aligning phonemes using finte-state methods0
Sampling-based speech parameter generation using moment-matching networks0
Voice Conversion Using Sequence-to-Sequence Learning of Context Posterior Probabilities0
CASSANDRA: A multipurpose configurable voice-enabled human-computer-interface0
Toward a Web-based Speech Corpus for Algerian Dialectal Arabic Varieties0
Deep Voice: Real-time Neural Text-to-SpeechCode0
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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