ML Research Wiki / Benchmarks / Text-To-Speech Synthesis / LJSpeech

LJSpeech

Text-To-Speech Synthesis Benchmark

Performance Over Time

📊 Showing 15 results | 📏 Metric: Audio Quality MOS

Top Performing Models

Rank Model Paper Audio Quality MOS Date Code
1 NaturalSpeech 📚 NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality 4.56 2022-05-09 📦 microsoft/NeuralSpeech 📦 daniilrobnikov/vits2 📦 heatz123/naturalspeech
2 VITS 📚 NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality 4.43 2022-05-09 📦 microsoft/NeuralSpeech 📦 daniilrobnikov/vits2 📦 heatz123/naturalspeech
3 Grad-TTS + HiFiGAN (1000 steps) 📚 Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech 4.37 2021-05-13 📦 huawei-noah/Speech-Backbones 📦 keonlee9420/DiffGAN-TTS 📦 keonlee9420/DiffSinger
4 Glow-TTS + HiFiGAN 📚 Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search 4.34 2020-05-22 📦 coqui-ai/TTS 📦 jaywalnut310/glow-tts 📦 supertone-inc/super-monotonic-align
5 FastSpeech 2 + HiFiGAN 📚 NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality 4.34 2022-05-09 📦 microsoft/NeuralSpeech 📦 daniilrobnikov/vits2 📦 heatz123/naturalspeech
6 FastSpeech 2 + HiFiGAN 📚 FastSpeech 2: Fast and High-Quality End-to-End Text to Speech 4.32 2020-06-08 📦 coqui-ai/TTS 📦 PaddlePaddle/PaddleSpeech 📦 TensorSpeech/TensorflowTTS
7 FastDiff (4 steps) 📚 FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis 4.28 2022-04-21 📦 Rongjiehuang/ProDiff 📦 Rongjiehuang/FastDiff
8 FastDiff-TTS 📚 FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis 4.03 2022-04-21 📦 Rongjiehuang/ProDiff 📦 Rongjiehuang/FastDiff
9 Transformer TTS (Mel + WaveGlow) 📚 Neural Speech Synthesis with Transformer Network 3.88 2018-09-19 📦 PaddlePaddle/PaddleSpeech 📦 as-ideas/TransformerTTS 📦 soobinseo/transformer-tts
10 FastSpeech (Mel + WaveGlow) 📚 FastSpeech: Fast, Robust and Controllable Text to Speech 3.84 2019-05-22 📦 coqui-ai/TTS 📦 PaddlePaddle/PaddleSpeech 📦 ming024/FastSpeech2

All Papers (15)