Browsing Goa Business School by Author "Pal, A."

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Recognition of online handwritten Bangla characters using hierarchical system with Denoising Autoencoders

Pal, A.; Pawar, J.D. (4th IEEE Sponsored Int. Conf. on Computation of Power, Energy, Information and Communication (ICCPEIC). 22-23 Apr 2015. 2015; 47-51.)

This work describes the recognition of online handwritten Bengali characters using Deep Denoising Autoencoder with Multilayer Perceptron (MLP) trained through backpropagation algorithm [1]. Initial pre-training has been ...
Speech emotion recognition using Deep Dropout Autoencoders

Pal, A.; Baskar, S. (IEEE International Conference on Engineering and Technology (ICETECH), Coimbatore, TN. 20 Mar 2015. 2015; 124-129.)

This work describes speech emotion recognition in Konkani with Deep Dropout Autoencoder using Multilayer Perceptron trained through backpropagation algorithm (DDA). To learn robust representation and to reduce the chance ...

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