107 citations · 315 across the 10 of their papers we have counts for
5 papers · 1 filter
Improving Word Recognition in Speech Transcriptions by Decision-level Fusion of Stemming and Two-way Phoneme Pruning
Sunakshi Mehra, Seba Susan
We introduce an unsupervised approach for correcting highly imperfect speech transcriptions based on a decision-level fusion of stemming and two-way phoneme pruning. Transcripts ar…
A Hybrid Model for Combining Neural Image Caption and k-Nearest Neighbor Approach for Image Captioning
Kartik Arora, Ajul Raj, Arun Goel +1
A hybrid model is proposed that integrates two popular image captioning methods to generate a text-based summary describing the contents of the image. The two image captioning mode…
Evaluating Deep Neural Network Ensembles by Majority Voting cum Meta-Learning scheme
Anmol Jain, Aishwary Kumar, Seba Susan
Deep Neural Networks (DNNs) are prone to overfitting and hence have high variance. Overfitted networks do not perform well for a new data instance. So instead of using a single DNN…
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain
Mudit Verma, Pradyumna Sinha, Karan Goyal +2
Neural networks have now long been used for solving complex problems of image domain, yet designing the same needs manual expertise. Furthermore, techniques for automatically gener…
Context- and Sequence-Aware Convolutional Recurrent Encoder for Neural Machine Translation
Ritam Mallick, Seba Susan, Vaibhaw Agrawal +2
Neural Machine Translation model is a sequence-to-sequence converter based on neural networks. Existing models use recurrent neural networks to construct both the encoder and decod…