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 1126–1150 of 1249 papers

TitleStatusHype
The Future of Spoken Dialogue Systems is in their Past: Long-Term Adaptive, Conversational Assistants—0
The Herme Database of Spontaneous Multimodal Human-Robot Dialogues—0
Towards Developing State-of-the-Art TTS Synthesisers for 13 Indian Languages with Signal Processing aided Alignments—0
The InproTK 2012 release—0
The MMASCS multi-modal annotated synchronous corpus of audio, video, facial motion and tongue motion data of normal, fast and slow speech—0
The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an Utterance—0
The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement—0
The SYSU System for the Interspeech 2015 Automatic Speaker Verification Spoofing and Countermeasures Challenge—0
The Theory behind Controllable Expressive Speech Synthesis: a Cross-disciplinary Approach—0
The Virtual Doctor: An Interactive Artificial Intelligence based on Deep Learning for Non-Invasive Prediction of Diabetes—0
1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis—0
The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units—0
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition—0
ToneUnit: A Speech Discretization Approach for Tonal Language Speech Synthesis—0
Toward accessible comics for blind and low vision readers—0
PromptTTS: Controllable Text-to-Speech with Text DescriptionsCode0
Cross-lingual Transfer for Speech Processing using Acoustic Language SimilarityCode0
Extending Text-to-Speech Synthesis with Articulatory Movement Prediction using Ultrasound Tongue ImagingCode0
Voicebox: Text-Guided Multilingual Universal Speech Generation at ScaleCode0
Tools and resources for Romanian text-to-speech and speech-to-text applicationsCode0
Jejueo Datasets for Machine Translation and Speech SynthesisCode0
A Fast and Accurate Pitch Estimation Algorithm Based on the Pseudo Wigner-Ville DistributionCode0
ChatGPT in the context of precision agriculture data analyticsCode0
CaloFlow II: Even Faster and Still Accurate Generation of Calorimeter Showers with Normalizing FlowsCode0
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy PreservationCode0
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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