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2020 – today
- 2022
[c34]Lu Zeng
, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni:
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets. TSD 2022: 364-376- [i7]Lu Zeng, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni:
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets. CoRR abs/2207.06920 (2022) - 2020
- [c33]Yixin Gao, Yuriy Mishchenko, Anish Shah, Spyros Matsoukas, Shiv Vitaladevuni:
Towards Data-Efficient Modeling for Wake Word Spotting. ICASSP 2020: 7479-7483 - [c32]Yixin Gao, Noah D. Stein, Chieh-Chi Kao, Yunliang Cai, Ming Sun, Tao Zhang, Shiv Naga Prasad Vitaladevuni:
On Front-End Gain Invariant Modeling for Wake Word Spotting. INTERSPEECH 2020: 991-995 - [c31]Joe Wang, Rajath Kumar, Mike Rodehorst, Brian Kulis, Shiv Naga Prasad Vitaladevuni:
An Audio-Based Wakeword-Independent Verification System. INTERSPEECH 2020: 1952-1956 - [c30]Hongyi Liu, Apurva Abhyankar, Yuriy Mishchenko, Thibaud Sénéchal, Gengshen Fu, Brian Kulis, Noah D. Stein, Anish Shah, Shiv Naga Prasad Vitaladevuni:
Metadata-Aware End-to-End Keyword Spotting. INTERSPEECH 2020: 2282-2286 - [c29]Christin Jose, Yuriy Mishchenko, Thibaud Sénéchal, Anish Shah, Alex Escott, Shiv Naga Prasad Vitaladevuni:
Accurate Detection of Wake Word Start and End Using a CNN. INTERSPEECH 2020: 3346-3350 - [i6]Christin Jose, Yuriy Mishchenko, Thibaud Senechal, Anish Shah, Alex Escott, Shiv Vitaladevuni:
Accurate Detection of Wake Word Start and End Using a CNN. CoRR abs/2008.03790 (2020) - [i5]Yixin Gao, Yuriy Mishchenko, Anish Shah, Spyros Matsoukas, Shiv Vitaladevuni:
Towards Data-efficient Modeling for Wake Word Spotting. CoRR abs/2010.06659 (2020) - [i4]Yixin Gao, Noah D. Stein, Chieh-Chi Kao, Yunliang Cai, Ming Sun, Tao Zhang, Shiv Vitaladevuni:
On Front-end Gain Invariant Modeling for Wake Word Spotting. CoRR abs/2010.06676 (2020)
2010 – 2019
- 2019
- [c28]Yuriy Mishchenko, Yusuf Goren, Ming Sun, Chris Beauchene, Spyros Matsoukas, Oleg Rybakov, Shiv Naga Prasad Vitaladevuni:
Low-Bit Quantization and Quantization-Aware Training for Small-Footprint Keyword Spotting. ICMLA 2019: 706-711 - [c27]Chieh-Chi Kao, Ming Sun, Yixin Gao, Shiv Vitaladevuni, Chao Wang:
Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification. INTERSPEECH 2019: 2195-2199 - [i3]Chieh-Chi Kao, Ming Sun, Yixin Gao, Shiv Vitaladevuni, Chao Wang:
Sub-band Convolutional Neural Networks for Small-footprint Spoken Term Classification. CoRR abs/1907.01448 (2019) - 2018
- [c26]Minhua Wu, Sankaran Panchapagesan, Ming Sun, Jiacheng Gu, Ryan Thomas, Shiv Naga Prasad Vitaladevuni, Björn Hoffmeister, Arindam Mandal:
Monophone-Based Background Modeling for Two-Stage On-Device Wake Word Detection. ICASSP 2018: 5494-5498 - 2017
- [c25]Ming Sun, Andreas Schwarz, Minhua Wu, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni:
An Empirical Study of Cross-Lingual Transfer Learning Techniques for Small-Footprint Keyword Spotting. ICMLA 2017: 255-260 - [c24]Ming Sun, David Snyder, Yixin Gao, Varun K. Nagaraja, Mike Rodehorst, Sankaran Panchapagesan, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni:
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting. INTERSPEECH 2017: 3607-3611 - [i2]Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni:
Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting. CoRR abs/1705.02411 (2017) - 2016
- [c23]Sankaran Panchapagesan, Ming Sun, Aparna Khare, Spyros Matsoukas, Arindam Mandal, Björn Hoffmeister, Shiv Vitaladevuni:
Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting. INTERSPEECH 2016: 760-764 - [c22]George Tucker, Minhua Wu, Ming Sun, Sankaran Panchapagesan, Gengshen Fu, Shiv Vitaladevuni:
Model Compression Applied to Small-Footprint Keyword Spotting. INTERSPEECH 2016: 1878-1882 - [c21]François Mairesse, Paul Raccuglia, Shiv Vitaladevuni:
Search-based Evaluation from Truth Transcripts for Voice Search Applications. SIGIR 2016: 985-988 - [c20]Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni:
Max-pooling loss training of long short-term memory networks for small-footprint keyword spotting. SLT 2016: 474-480 - 2015
- [c19]Ming Sun, Varun K. Nagaraja, Björn Hoffmeister, Shiv Vitaladevuni:
Model Shrinking for Embedded Keyword Spotting. ICMLA 2015: 369-374 - 2013
- [j1]Tao Hu, Juan Nunez-Iglesias, Shiv Naga Prasad Vitaladevuni, Lou Scheffer, Shan Xu, Mehdi Bolorizadeh, Harald F. Hess, Richard Fetter, Dmitri B. Chklovskii:
Electron Microscopy Reconstruction of Brain Structure Using Sparse Representations Over Learned Dictionaries. IEEE Trans. Medical Imaging 32(12): 2179-2188 (2013) - [c18]Viktor Rozgic, Shiv Naga Prasad Vitaladevuni, Rohit Prasad:
Robust EEG emotion classification using segment level decision fusion. ICASSP 2013: 1286-1290 - [c17]Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Shuang Wu, Xiaodan Zhuang, Rohit Prasad, Premkumar Natarajan:
Scene image categorization and video event detection using Naive Bayes Nearest Neighbor. WACV 2013: 140-147 - 2012
- [c16]Shirin Saleem, Rohit Prasad, Shiv Naga Prasad Vitaladevuni, Maciej Pacula, Michael Crystal, Brian Marx, Denise Sloan, Jennifer Vasterling, Theodore Speroff:
Automatic Detection of Psychological Distress Indicators and Severity Assessment from Online Forum Posts. COLING 2012: 2375-2388 - [c15]Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Stavros Tsakalidis, Unsang Park, Rohit Prasad, Premkumar Natarajan:
Multimodal feature fusion for robust event detection in web videos. CVPR 2012: 1298-1305 - [c14]Pradeep Natarajan, Shuang Wu, Shiv Naga Prasad Vitaladevuni, Xiaodan Zhuang, Unsang Park, Rohit Prasad, Premkumar Natarajan:
Multi-channel Shape-Flow Kernel Descriptors for Robust Video Event Detection and Retrieval. ECCV (2) 2012: 301-314 - [c13]Shiv Naga Prasad Vitaladevuni, Fred Choi, Rohit Prasad, Premkumar Natarajan:
Detecting near-duplicate document images using interest point matching. ICPR 2012: 347-350 - [c12]Pradeep Natarajan, Prem Natarajan, Shuang Wu, Xiaodan Zhuang, Amelio Vázquez Reina, Shiv Vitaladevuni, Kleovoulos Tsourides, Carl Andersen, Rohit Prasad, Guangnan Ye, Dong Liu, Shih-Fu Chang, Imran Saleemi, Mubarak Shah, Yue Ng, Brandyn White, Larry Davis, Abhinav Gupta, Ismail Haritaoglu:
BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID 2012 - [i1]Tao Hu, Juan Nunez-Iglesias, Shiv Naga Prasad Vitaladevuni, Lou Scheffer, Shan Xu, Mehdi Bolorizadeh, Harald F. Hess, Richard Fetter, Dmitri B. Chklovskii:
Super-resolution using Sparse Representations over Learned Dictionaries: Reconstruction of Brain Structure using Electron Microscopy. CoRR abs/1210.0564 (2012) - 2011
- [c11]Daniel Glasner, Shiv Naga Prasad Vitaladevuni, Ronen Basri:
Contour-based joint clustering of multiple segmentations. CVPR 2011: 2385-2392 - [c10]Shiv Naga Prasad Vitaladevuni, Pradeep Natarajan, Rohit Prasad, Prem Natarajan:
Efficient Orthogonal Matching Pursuit using sparse random projections for scene and video classification. ICCV 2011: 2312-2319 - [c9]Vasant Manohar, Shiv Naga Prasad Vitaladevuni, Huaigu Cao, Rohit Prasad, Prem Natarajan:
Graph Clustering-Based Ensemble Method for Handwritten Text Line Segmentation. ICDAR 2011: 574-578 - [c8]Sankaranarayanan Ananthakrishnan, Shiv Naga Prasad Vitaladevuni, Rohit Prasad, Prem Natarajan:
Source Error-Projection for Sample Selection in Phrase-Based SMT for Resource-Poor Languages. IJCNLP 2011: 819-827 - [c7]Pradeep Natarajan, Prem Natarajan, Vasant Manohar, Shuang Wu, Stavros Tsakalidis, Shiv Vitaladevuni, Xiaodan Zhuang, Rohit Prasad, Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang, Hamid Izadinia, Imran Saleemi, Mubarak Shah, Brandyn White, Tom Yeh, Larry Davis:
BBN VISER TRECVID 2011 Multimedia Event Detection System. TRECVID 2011 - 2010
- [c6]Ashok Veeraraghavan, Alex V. Genkin, Shiv Naga Prasad Vitaladevuni, Lou Scheffer, Shan Xu, Harald F. Hess, Richard Fetter, Marco Cantoni, Graham Knott, Dmitri B. Chklovskii:
Increasing depth resolution of electron microscopy of neural circuits using sparse tomographic reconstruction. CVPR 2010: 1767-1774 - [c5]Shiv Naga Prasad Vitaladevuni, Ronen Basri:
Co-clustering of image segments using convex optimization applied to EM neuronal reconstruction. CVPR 2010: 2203-2210
2000 – 2009
- 2009
- [c4]Behjat Siddiquie, Shiv Naga Prasad Vitaladevuni, Larry S. Davis:
Combining multiple kernels for efficient image classification. WACV 2009: 1-8 - 2008
- [c3]Shiv Naga Prasad Vitaladevuni, Vili Kellokumpu, Larry S. Davis:
Action recognition using ballistic dynamics. CVPR 2008 - 2007
- [c2]Shiv Naga Prasad Vitaladevuni, Behjat Siddiquie, Jennifer Golbeck, Larry S. Davis:
Classifying Computer Generated Charts. CBMI 2007: 85-92 - 2006
- [c1]Shiv Naga Prasad Vitaladevuni, Vili Kellokumpu, Larry S. Davis:
Ballistic Hand Movements. AMDO 2006: 153-164
Coauthor Index
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