الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Text To Speech Synthesis On Ljspeech

المقاييس

Audio Quality MOS

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Audio Quality MOS	Paper Title	Repository
FastSpeech (Mel + WaveGlow)	3.84	FastSpeech: Fast, Robust and Controllable Text to Speech
FastDiff-TTS	4.03	FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis
FastSpeech 2 + HiFiGAN	4.34	NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality
Grad-TTS + HiFiGAN (1000 steps)	4.37	Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech	-
Flowtron	-	Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis
Transformer TTS (Mel + WaveGlow)	3.88	Neural Speech Synthesis with Transformer Network
VITS	4.43	NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality
Matcha-TTS	-	Matcha-TTS: A fast TTS architecture with conditional flow matching
Tacotron 2	-	Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis
FastSpeech 2 + HiFiGAN	4.32	FastSpeech 2: Fast and High-Quality End-to-End Text to Speech
temp	1.25	-	-
FastDiff (4 steps)	4.28	FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis
OverFlow	3.37	OverFlow: Putting flows on top of neural transducers for better TTS
NaturalSpeech	4.56	NaturalSpeech: End-to-End Text to Speech Synthesis with Human-Level Quality
Merlin	2.4	FastSpeech: Fast, Robust and Controllable Text to Speech
Glow-TTS + HiFiGAN	4.34	Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search

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