Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  is a natural extension of our previous work on gender-independent speaker verification systems [1]. In a previous paper,  presented a solution to avoid using gender information in the Probabilistic Linear Discriminant Analysis (PLDA) without any loss of accuracy compared with a genderdependent base-line implementation. In this work,  propose two solutions to make a speaker verification system based on Cosine similarity independent of speaker gender. Our choice of the Cosine similarity is motivated by the fact that it is proved itself as a second state-of-the art - in parallel with PLDA- of i-vector based speaker verification systems. As measured by Equal Error Rate and min DCF’s, performance results on the extended telephone list coreext-coreext condition of SRE2010 1 show no performance decrease in
['Mohammed Senoussaoui', 'Patrick Kenny', 'Pierre Dumouchel', 'Najim Dehak']
I am writing a research paper on a idea New Cosine Similarity Scorings to Implement Gender-independent Speaker Verification
[{"from": "human", "value": "I am writing a research paper on a idea New Cosine Similarity Scorings to Implement Gender-independent Speaker Verification"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  is a natural extension of our previous work on gender-independent speaker verification systems [1]. In a previous paper,  presented a solution to avoid using gender information in the Probabilistic Linear Discriminant Analysis (PLDA) without any loss of accuracy compared with a genderdependent base-line implementation. In this work,  propose two solutions to make a speaker verification system based on Cosine similarity independent of speaker gender. Our choice of the Cosine similarity is motivated by the fact that it is proved itself as a second state-of-the art - in parallel with PLDA- of i-vector based speaker verification systems. As measured by Equal Error Rate and min DCF\u2019s, performance results on the extended telephone list coreext-coreext condition of SRE2010 1 show no performance decrease in"}]