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

العربية

Speech Separation On Libri2Mix

المقاييس

SI-SDRi

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	SI-SDRi	Paper Title	Repository
TDANet	16.9	An efficient encoder-decoder architecture with top-down attention for speech separation	-
MossFormer2 (w/o DM)	21.7	MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation	-
MossFormer2 (w speed perturb)	22.2	MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation	-
Conv-Tasnet (Libri1Mix speech enhancement pre-trained)	14.1	Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training	-
TF-Locoformer (M)	22.1	TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement	-
WHYV	17.5	An alternative Approach in Voice Extraction	-
TDANet Large	17.4	An efficient encoder-decoder architecture with top-down attention for speech separation	-
Conv-Tasnet (Libri1Mix speech enhancement multi-task)	13.7	Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training	-
Conv-Tasnet	13.2	Stabilizing Label Assignment for Speech Separation by Self-supervised Pre-training	-
Separate And Diffuse	21.5	Separate And Diffuse: Using a Pretrained Diffusion Model for Improving Source Separation	-

0 of 10 row(s) selected.

Speech Separation On Libri2Mix | SOTA | HyperAI