Significance of Dimensionality Reduction in CNN-Based Vowel Classification from Imagined Speech Using Electroencephalogram Signals

Oindrila Banerjee, D. Govind, Akhilesh Kumar Dubey, Suryakanth V. Gangashetty. Significance of Dimensionality Reduction in CNN-Based Vowel Classification from Imagined Speech Using Electroencephalogram Signals. In S. R. Mahadeva Prasanna, Alexey Karpov 0001, K. Samudravijaya, Shyam S. Agrawal, editors, Speech and Computer - 24th International Conference, SPECOM 2022, Gurugram, India, November 14-16, 2022, Proceedings. Volume 13721 of Lecture Notes in Computer Science, pages 44-55, Springer, 2022. [doi]

Abstract

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