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

العربية

Speaker Verification On Voxceleb1

المقاييس

EER

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	EER	Paper Title	Repository
ReDimNet-B4-LM-ASNorm (6.3M)	0.44	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B4-LM (6.3M)	0.51	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B1-LM (2.2M)	0.85	Reshape Dimensions Network for Speaker Recognition
Fine-tuned HuBERT Large	2.36	A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding	-
ReDimNet-B6-SF2-LM-ASNorm (15.0M)	0.37	Reshape Dimensions Network for Speaker Recognition
SpeechNAS	1.02	SpeechNAS: Towards Better Trade-off between Latency and Accuracy for Large-Scale Speaker Verification
ReDimNet-B2-SF2-LM-ASNorm (4.7M)	0.52	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B3-LM-ASNorm (3.0M)	0.47	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B5-SF2-LM (9.2M)	0.43	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B1-LM-ASNorm (2.2M)	0.73	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B5-SF2-LM-ASNorm (9.2M)	0.39	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B0-LM (1.0M)	1.16	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B3-LM (3.0M)	0.5	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B0-LM-ASNorm (1.0M)	1.07	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B6-SF2-LM (15.0M)	0.4	Reshape Dimensions Network for Speaker Recognition
ReDimNet-B2-SF2-LM (4.7M)	0.57	Reshape Dimensions Network for Speaker Recognition

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