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Identifying Actions for Sound Event Classification


Apr 26, 2021
Benjamin Elizalde, Radu Revutchi, Samarjit Das, Bhiksha Raj, Ian Lane, Laurie M. Heller


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Training image classifiers using Semi-Weak Label Data


Mar 19, 2021
Anxiang Zhang, Ankit Shah, Bhiksha Raj

* First two authors contributed equally 

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Constant Random Perturbations Provide Adversarial Robustness with Minimal Effect on Accuracy


Mar 15, 2021
Bronya Roni Chernyak, Bhiksha Raj, Tamir Hazan, Joseph Keshet


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FoolHD: Fooling speaker identification by Highly imperceptible adversarial Disturbances


Nov 17, 2020
Ali Shahin Shamsabadi, Francisco Sepúlveda Teixeira, Alberto Abad, Bhiksha Raj, Andrea Cavallaro, Isabel Trancoso

* https://fsept11.github.io/FoolHD/ 

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Mask Proxy Loss for Text-Independent Speaker Recognition


Nov 09, 2020
Jiachen Lian, Aiswarya Vinod Kumar, Hira Dhamyal, Bhiksha Raj, Rita Singh


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Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection


Aug 17, 2020
Soham Deshmukh, Bhiksha Raj, Rita Singh


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Exploiting Non-Linear Redundancy for Neural Model Compression


May 28, 2020
Muhammad A. Shah, Raphael Olivier, Bhiksha Raj


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The phonetic bases of vocal expressed emotion: natural versus acted


Nov 19, 2019
Hira Dhamyal, Shahan A. Memon, Bhiksha Raj, Rita Singh

* 6 pages, 4 figures 

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Detecting gender differences in perception of emotion in crowdsourced data


Nov 04, 2019
Shahan Ali Memon, Hira Dhamyal, Oren Wright, Daniel Justice, Vijaykumar Palat, William Boler, Bhiksha Raj, Rita Singh


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Reconstructing faces from voices


May 31, 2019
Yandong Wen, Rita Singh, Bhiksha Raj


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Non-Determinism in Neural Networks for Adversarial Robustness


May 26, 2019
Daanish Ali Khan, Linhong Li, Ninghao Sha, Zhuoran Liu, Abelino Jimenez, Bhiksha Raj, Rita Singh


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Nonlinear Semi-Parametric Models for Survival Analysis


May 14, 2019
Chirag Nagpal, Rohan Sangave, Amit Chahar, Parth Shah, Artur Dubrawski, Bhiksha Raj


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Hierarchical Routing Mixture of Experts


Mar 18, 2019
Wenbo Zhao, Yang Gao, Shahan Ali Memon, Bhiksha Raj, Rita Singh

* 9 pages,4 figures 

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Hide and Speak: Deep Neural Networks for Speech Steganography


Feb 07, 2019
Felix Kreuk, Yossi Adi, Bhiksha Raj, Rita Singh, Joseph Keshet


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Neural Regression Trees


Oct 01, 2018
Shahan Ali Memon, Wenbo Zhao, Bhiksha Raj, Rita Singh

* 10 pages, 4 figures 

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Disjoint Mapping Network for Cross-modal Matching of Voices and Faces


Jul 16, 2018
Yandong Wen, Mahmoud Al Ismail, Weiyang Liu, Bhiksha Raj, Rita Singh

* Tech report 

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Optimal Strategies for Matching and Retrieval Problems by Comparing Covariates


Jul 16, 2018
Yandong Wen, Mahmoud Al Ismail, Bhiksha Raj, Rita Singh

* support material for "Disjoint Mapping Network for Cross-modal Matching of Voices and Faces" 

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A Closer Look at Weak Label Learning for Audio Events


Apr 24, 2018
Ankit Shah, Anurag Kumar, Alexander G. Hauptmann, Bhiksha Raj

* 10 pages 

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Framework for evaluation of sound event detection in web videos


Apr 04, 2018
Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj

* Camera Ready Version of Paper accepted at International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2018. First two Authors - Rohan Badlani and Ankit Shah contributed equally 

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Classifier Risk Estimation under Limited Labeling Resources


Feb 19, 2018
Anurag Kumar, Bhiksha Raj

* PAKDD 2018 

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SphereFace: Deep Hypersphere Embedding for Face Recognition


Jan 29, 2018
Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, Le Song

* CVPR 2017 (v4: updated the Appendix) 

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AudioPairBank: Towards A Large-Scale Tag-Pair-Based Audio Content Analysis


Jan 08, 2018
Sebastian Sager, Benjamin Elizalde, Damian Borth, Christian Schulze, Bhiksha Raj, Ian Lane

* This paper is a revised version of "AudioSentibank: Large-scale Semantic Ontology of Acoustic Concepts for Audio Content Analysis" 

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The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning


Nov 25, 2017
Aditya Sharma, Nikolas Wolfe, Bhiksha Raj

* 30 pages, 36 figures, submission to ICLR 2017 

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Deep CNN Framework for Audio Event Recognition using Weakly Labeled Web Data


Jul 20, 2017
Anurag Kumar, Bhiksha Raj


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Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting


Jul 13, 2017
Anders Oland, Aayush Bansal, Roger B. Dannenberg, Bhiksha Raj


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