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 201250 of 1249 papers

TitleStatusHype
Detection of Prosodic Boundaries in Speech Using Wav2Vec 2.0Code1
Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to BanglaCode1
Developing multilingual speech synthesis system for Ojibwe, Mi'kmaq, and MaliseetCode1
Learning pronunciation from a foreign language in speech synthesis networksCode1
RyanSpeech: A Corpus for Conversational Text-to-Speech SynthesisCode1
Audio Jailbreak: An Open Comprehensive Benchmark for Jailbreaking Large Audio-Language ModelsCode1
RWEN-TTS: Relation-aware Word Encoding Network for Natural Text-to-Speech SynthesisCode1
SafeSpeech: Robust and Universal Voice Protection Against Malicious Speech SynthesisCode1
Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech SynthesisCode1
Deep Speech Synthesis from MRI-Based Articulatory RepresentationsCode1
RF-Next: Efficient Receptive Field Search for Convolutional Neural NetworksCode1
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS AdaptationCode1
CDPAM: Contrastive learning for perceptual audio similarityCode1
A Resource for Computational Experiments on MapudungunCode1
Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length EmbeddingCode1
Deep Speech Synthesis from Articulatory RepresentationsCode1
Mitigating Unauthorized Speech Synthesis for Voice ProtectionCode1
Mixer-TTS: non-autoregressive, fast and compact text-to-speech model conditioned on language model embeddingsCode1
ClariNet: Parallel Wave Generation in End-to-End Text-to-SpeechCode1
Articulation GAN: Unsupervised modeling of articulatory learningCode1
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-SpoofingCode1
MnTTS2: An Open-Source Multi-Speaker Mongolian Text-to-Speech Synthesis DatasetCode1
TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian PortugueseCode1
Deep Learning Based Assessment of Synthetic Speech NaturalnessCode1
In Other News: A Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited DataCode1
Cross-modal information fusion for voice spoofing detectionCode1
Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-SpeechCode1
Deep Learning Enabled Semantic Communications with Speech Recognition and SynthesisCode1
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram PredictionsCode1
Region-Based Optimization in Continual Learning for Audio Deepfake DetectionCode1
ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and SpeedCode1
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial TrainingCode1
A Spectral Energy Distance for Parallel Speech SynthesisCode1
Requirements and Motivations of Low-Resource Speech Synthesis for Language RevitalizationCode1
One TTS Alignment To Rule Them AllCode1
WaveGrad: Estimating Gradients for Waveform GenerationCode1
Assem-VC: Realistic Voice Conversion by Assembling Modern Speech Synthesis TechniquesCode1
One Model, Many Languages: Meta-learning for Multilingual Text-to-SpeechCode1
Speaker Conditional WaveRNN: Towards Universal Neural Vocoder for Unseen Speaker and Recording ConditionsCode1
TFGAN: Time and Frequency Domain Based Generative Adversarial Network for High-fidelity Speech SynthesisCode1
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning ModelsCode0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
PromptTTS: Controllable Text-to-Speech with Text DescriptionsCode0
Phrase break prediction with bidirectional encoder representations in Japanese text-to-speech synthesisCode0
Preparing an Endangered Language for the Digital Age: The Case of Judeo-SpanishCode0
Partial Rank Similarity Minimization Method for Quality MOS Prediction of Unseen Speech Synthesis Systems in Zero-Shot and Semi-supervised settingCode0
Parallel WaveNet: Fast High-Fidelity Speech SynthesisCode0
RawNet: Fast End-to-End Neural VocoderCode0
Comparison of Speech Representations for Automatic Quality Estimation in Multi-Speaker Text-to-Speech SynthesisCode0
OmniDRCA: Parallel Speech-Text Foundation Model via Dual-Resolution Speech Representations and Contrastive AlignmentCode0
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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