Dileep Aroor Dinesh
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View article: Spoken Language Identification in Unseen Target Domain Using Centroid Similarity Loss With Adaptive Gradient Blending
Spoken Language Identification in Unseen Target Domain Using Centroid Similarity Loss With Adaptive Gradient Blending Open
In this paper, we propose a centroid similarity loss (CSL) with adaptive gradient blending (AGB) (denoted as CSL-with-AGB) strategy to improve the generalization of a spoken language identification (LID) system to unseen target domain cond…
View article: Predicting Semantic Concepts in Heterogeneous Radiographic Images
Predicting Semantic Concepts in Heterogeneous Radiographic Images Open
Concept detection in a radiological image involves the identification of biomedical semantic entities within the given image. However, different modalities of radiological images make it difficult to design a single suitable approach that …
View article: Exploring the Effectiveness of Feature Reduction and Kernel-Based Matching for Query-by- Example Spoken Term Detection Using CNN
Exploring the Effectiveness of Feature Reduction and Kernel-Based Matching for Query-by- Example Spoken Term Detection Using CNN Open
Query-by-example spoken term detection (QbE-STD) refers to the search for an audio query in a repository of audio utterances. A common approach for QbE-STD involves computing a matching matrix between the feature representations of the que…
View article: Sieving Camera Trap Sequences in the Wild
Sieving Camera Trap Sequences in the Wild Open
View article: Archetypal Analysis Based Sparse Convex Sequence Kernel For Bird Activity Detection
Archetypal Analysis Based Sparse Convex Sequence Kernel For Bird Activity Detection Open
Publication in the conference proceedings of EUSIPCO, Kos island, Greece, 2017
View article: Class Specific Gmm Based Sparse Feature For Speech Units Classification
Class Specific Gmm Based Sparse Feature For Speech Units Classification Open
Publication in the conference proceedings of EUSIPCO, Kos island, Greece, 2017
View article: Rapid Bird Activity Detection Using Probabilistic Sequence Kernels
Rapid Bird Activity Detection Using Probabilistic Sequence Kernels Open
Publication in the conference proceedings of EUSIPCO, Kos island, Greece, 2017
View article: Deep Spatial Pyramid Match Kernel for Scene Classification
Deep Spatial Pyramid Match Kernel for Scene Classification Open
View article: Modified Time Flexible Kernel for Video Activity Recognition using Support Vector Machines
Modified Time Flexible Kernel for Video Activity Recognition using Support Vector Machines Open
View article: A Context-aware Convolutional Natural Language Generation model for Dialogue Systems
A Context-aware Convolutional Natural Language Generation model for Dialogue Systems Open
Natural language generation (NLG) is an important component in spoken dialog systems (SDSs). A model for NLG involves sequence to sequence learning. State-of-the-art NLG models are built using recurrent neural network (RNN) based sequence …