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ORCIDZahi N. Karam
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Books and Theses
- 2011
[b1]Zahi N. Karam:
Subspace and graph methods to leverage auxiliary data for limited target data multi-class classification, applied to speaker verification. Massachusetts Institute of Technology, Cambridge, MA, USA, 2011
Journal Articles
- 2016
- [j1]Alexander Van Esbroeck
, Landon Smith, Zeeshan Syed, Satinder Singh, Zahi N. Karam:
Multi-task seizure detection: addressing intra-patient variation in seizure morphologies. Mach. Learn. 102(3): 309-321 (2016)
Conference and Workshop Papers
- 2014
- [c16]Chih-Chun Chia, James Blum, Zahi N. Karam, Satinder Singh, Zeeshan Syed:
Predicting Postoperative Atrial Fibrillation from Independent ECG Components. AAAI 2014: 1178-1184 - [c15]Zahi N. Karam, Emily Mower Provost, Satinder Singh, Jennifer Montgomery, Christopher Archer, Gloria Harrington, Melvin G. McInnis:
Ecologically valid long-term mood monitoring of individuals with bipolar disorder using speech. ICASSP 2014: 4858-4862 - 2012
- [c14]Chih-Chun Chia, Zahi N. Karam, Gyemin Lee, Ilan Rubinfeld, Zeeshan Syed:
Improving surgical models through one/two class learning. EMBC 2012: 5098-5101 - 2011
- [c13]Zahi N. Karam, William M. Campbell, Najim Dehak:
Towards reduced false-alarms using cohorts. ICASSP 2011: 4512-4515 - [c12]Najim Dehak, Zahi N. Karam, Douglas A. Reynolds, Réda Dehak, William M. Campbell, James R. Glass:
A channel-blind system for speaker verification. ICASSP 2011: 4536-4539 - [c11]Douglas E. Sturim, William M. Campbell, Najim Dehak, Zahi N. Karam, Alan McCree, Douglas A. Reynolds, Fred Richardson, Pedro A. Torres-Carrasquillo, Stephen Shum:
The MIT LL 2010 speaker recognition evaluation system: Scalable language-independent speaker recognition. ICASSP 2011: 5272-5275 - 2010
- [c10]Dong Yu, Shizhen Wang, Zahi N. Karam, Li Deng:
Language recognition using deep-structured conditional random fields. ICASSP 2010: 5030-5033 - [c9]William M. Campbell, Zahi N. Karam:
Simple and efficient speaker comparison using approximate KL divergence. INTERSPEECH 2010: 362-365 - [c8]Zahi N. Karam, William M. Campbell:
Graph-embedding for speaker recognition. INTERSPEECH 2010: 2742-2745 - 2009
- [c7]Zahi N. Karam, William M. Campbell:
Variability compensated support vector machines applied to speaker verification. INTERSPEECH 2009: 1555-1558 - [c6]William M. Campbell, Zahi N. Karam:
A framework for discriminative SVM/GMM systems for language recognition. INTERSPEECH 2009: 2195-2198 - [c5]Douglas E. Sturim, William M. Campbell, Zahi N. Karam, Douglas A. Reynolds, Fred S. Richardson:
The MIT lincoln laboratory 2008 speaker recognition system. INTERSPEECH 2009: 2359-2362 - [c4]William M. Campbell, Zahi N. Karam, Douglas E. Sturim:
Speaker Comparison with Inner Product Discriminant Functions. NIPS 2009: 207-215 - 2008
- [c3]Zahi N. Karam, William M. Campbell:
A multi-class MLLR kernel for SVM speaker recognition. ICASSP 2008: 4117-4120 - 2007
- [c2]Zahi N. Karam, Alan V. Oppenheim:
Computation of the One-Dimensional Unwrapped Phase. DSP 2007: 304-307 - [c1]Zahi N. Karam, William M. Campbell:
A new kernel for SVM MLLR based speaker recognition. INTERSPEECH 2007: 290-293
Informal and Other Publications
- 2018
- [i1]Sophia Collet, Robert Dadashi, Zahi N. Karam, Chang Liu, Parinaz Sobhani, Yevgeniy Vahlis, Jichao Zhang:
Boosting Model Performance through Differentially Private Model Aggregation. CoRR abs/1811.04911 (2018)
Coauthor Index
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