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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Text To Speech Synthesis On Ljspeech | SOTA | HyperAI