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 301–325 of 1249 papers

TitleStatusHype
A Bengali Speech Synthesizer on Android OS—0
1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis—0
Chain-of-Thought Training for Open E2E Spoken Dialogue Systems—0
CASSANDRA: A multipurpose configurable voice-enabled human-computer-interface—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
A Galician Syntactic Corpus with Application to Intonation Modeling—0
CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech—0
Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data—0
Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?—0
A Preliminary Study on Mandarin-Hakka neural machine translation using small-sized data—0
A Flow-Based Neural Network for Time Domain Speech Enhancement—0
A comparison of Vietnamese Statistical Parametric Speech Synthesis Systems—0
Diff-TTSG: Denoising probabilistic integrated speech and gesture synthesis—0
Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?—0
A Preliminary Study on Deep Learning-based Chinese Text to Taiwanese Speech Synthesis System—0
AffectEcho: Speaker Independent and Language-Agnostic Emotion and Affect Transfer for Speech Synthesis—0
CALLS: Japanese Empathetic Dialogue Speech Corpus of Complaint Handling and Attentive Listening in Customer Center—0
Bytes are All You Need: End-to-End Multilingual Speech Recognition and Synthesis with Bytes—0
A Practical Guide to Logical Access Voice Presentation Attack Detection—0
A Comparison of Manual and Automatic Voice Repair for Individual with Vocal Disabilities—0
BU-TTS: An Open-Source, Bilingual Welsh-English, Text-to-Speech Corpus—0
Applying Syntaxx2013Prosody Mapping Hypothesis and Prosodic Well-Formedness Constraints to Neural Sequence-to-Sequence Speech Synthesis—0
Building Text-To-Speech Voices in the Cloud—0
Building Text-to-Speech Systems for Resource Poor Languages—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