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Submissions from 2013

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Finding Recurrent Out-of-Vocabulary Words, Long Qin and Alexander I. Rudnicky

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Learning better lexical properties for recurrent OOV words, Long Qin and Alexander I. Rudnicky

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Robust Audio-Codebooks for Large-Scale Event Detection in Consumer Videos, Shourabh Rawat, Peter F. Schulam, Susanne Burger, Duo Ding, Yipei Wang, and Florian Metze

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Continuous Graphical Models for Static and Dynamic Distributions: Application to Structural Biology, Narges Sharif Razavian

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Large-scale hierarchical optimization for online advertising and wind farm planning, Konstantin Salomatin

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morphogen: Translation into Morphologically Rich Languages with Synthetic Phrases, Eva Schlinger, Victor Chahuneau, and Chris Dyer

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Supersense Tagging for Arabic: the MT-in-the-Middle Attack, Nathan Schneider, Behrang Mohit, Chris Dyer, Kemal Oflazer, and Noah A. Smith

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A Framework for (Under)specifying Dependency Syntax without Overloading Annotators, Nathan Schneider, Brendan O'Connor, Naomi Saphra, David Bamman, Manaal Faruqui, Noah A. Smith, Chris Dyer, and Jason Baldridge

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Measuring Ideological Proportions in Political Speeches, Yanchuan Sim, Brice D.L. Acree, Justin H. Gross, and Noah A. Smith

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Predicting the NFL Using Twitter, Shiladitya Sinha, Chris Dyer, Kevin Gimpel, and Noah A. Smith

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Review of the Early Diagnoses and Assessment of Rejection in Vascularized Composite Allotransplantation, Ravi Starzl, Gerald Brandacher, W. P. Andrew Lee, Jaime Carbonell, Wensheng Zhang, Jonas Schnider, Vijay Gorantla, Stefan Schneeberger, and Xin Xiao Zheng

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Identification and modeling of word fragments in spontaneous speech, Yulia Tsvetkov, Zaid A.W. Sheikh, and Florian Metze

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Buy-in-Bulk Active Learning, Liu Yang and Jaime G. Carbonell

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A Sparse and Adaptive Prior for Time-Dependent Model Parameters, Dani Yogatama, Bryan R. Routledge, and Noah A. Smith

Submissions from 2012

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Transliteration by Sequence Labeling with Lattice Encodings and Reranking, Waleed Ammar, Chris Dyer, and Noah A. Smith

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Automatic Categorization of Privacy Policies: A Pilot Study, Waleed Ammar, Shomir Wilson, Norman Sadeh, and Noah A. Smith

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Censorship and deletion practices in Chinese social media, David Bamman, Brendan O'Connor, and Noah A. Smith

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Articulatory features for expressive speech synthesis, Alan W. Black, H. Timothy Bunnell, Ying Dou, Prasanna Kumar Muthukumar, Florian Metze, Daniel Perry, Tim Polzehl, Kishore Prahallad, Stefan Steidl, and Callie Vaughn

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Bayesian Language Modelling of German Compounds, Jan Botha, Chris Dyer, and Phil Blunsom

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Noisemes: Manual Annotation of Environmental Noise in Audio Streams, Susanne Burger, Qin Jin, Peter F. Schulam, and Florian Metze

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Word Salad: Relating Food Prices and Descriptions, Victor Chahuneau, Kevin Gimpel, Bryan R. Routledge, Lily Scherlis, and Noah A. Smith

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pycdec: A Python Interface to cdec, Victor Chahuneau, Noah A. Smith, and Chris Dyer

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Structured Sparse Canonical Correlation Analysis, Xi Chen, Han Liu, and Jaime G. Carbonell

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Integrating Intra-Speaker Topic Modeling and Temporal-Based Inter-Speaker Topic Modeling in Random Walk for Improved Multi-Party Meeting Summarization, Yun-Nung Chen and Florian Metze

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Intra-Speaker Topic Modeling for Improved Multi-Party Meeting Summarization with Integrated Random Walk, Yun-Nung Chen and Florian Metze

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Two-layer mutually reinforced random walk for improved multi-party meeting summarization, Yun-Nung Chen and Florian Metze

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One System, Many Domains: Open-Domain Statistical Machine Translation via Feature Augmentation, Jonathan H. Clark, Alon Lavie, and Chris Dyer

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Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning, Shay B. Cohen and Noah A. Smith

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Collectively Representing Semi-Structured Data from the Web, Bhavana Dalvi, William W. Cohen, and Jamie Callan

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Semi-Supervised and Latent-Variable Models of Natural Language Semantics, Dipanjan Das

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An Exact Dual Decomposition Algorithm for Shallow Semantic Parsing with Constraints, Dipanjan Das, Andre F.T. Martins, and Noah A. Smith

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Graph-Based Lexicon Expansion with Sparsity-Inducing Penalties, Dipanjan Das and Noah A. Smith

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Challenges in Predicting Machine Translation Utility for Human Post-Editors, Michael Denkowski and Alon Lavie

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The CMU-Oxford Translation System for the NIST Open Machine Translation 2012 Evaluation, Chris Dyer, Noah A. Smith, Graham Morehead, Phil Blunsom, and Abby Levenberg

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Indexing and Fast Near-Matching of Billions of Astronomical Objects, Bin Fu, Eugene Fink, Garth Gibson, and Jaime G. Carbonell

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Concavity and Initialization for Unsupervised Dependency Parsing, Kevin Gimpel and Noah A. Smith

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Structured Ramp Loss Minimization for Machine Translation, Kevin Gimpel and Noah A. Smith

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Bayesian models for Large-scale Hierarchical Classification, Siddarth Gopal, Yiming Yang, Bing Bai, and Alexandru Niculescu-Mizil

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Regularization Framework for Large Scale Hierarchical Classification, Siddarth Gopal, Yiming Yang, and Alexandru Niculescu-Mizil

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Event-based Video Retrieval Using Audio, Qin Jin, Peter F. Schulam, Shourabh Rawat, Susanne Burger, Duo Ding, and Florian Metze

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Overcoming Vocabulary Limitations in Twitter Microblogs, Yubin Kim, Reyyan Yeniterzi, and Jamie Callan

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Techniques to cope with missing data in host-pathogen protein interaction prediction., Meghana Kshirsagar, Jaime G. Carbonell, and Judith Klein-Seetharaman

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The Speech Recognition Virtual Kitchen: An Initial Prototype, Florian Metze and Eric Fosler-Lussier

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The Spoken Web Search Task at MediaEval 2011, Florian Metze, Nitendra Rajput, Xavier Anguera, Marelie Davel, Guillaume Gravier, Charl van Heerden, Gautam V. Mantena, Armando Muscariello, Kishore Prahallad, Igor Szoke, and Javier Tejedor

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Recall-Oriented Learning of Named Entities in Arabic Wikipedia, Behrang Mohit, Nathan Schneider, Rishav Bhowmick, Kemal Oflazer, and Noah A. Smith

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Active learning for accent adaptation in Automatic Speech Recognition, Udhyakumar Nallasamy, Florian Metze, and Tanja Schultz

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Semi-Supervised Learning for Speech Recognition in the Context of Accent Adaptation, Udhyakumar Nallasamy, Florian Metze, and Tanja Schultz

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Modeling Relevance in Statistical Machine Translation: Scoring Alignment, Context, and Annotations of Translation Instances, Aaron B. Phillips

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On Speaker-Independent Personality Perception and Prediction from Speech, Tim Polzehl, Katrin Schoenenberg, Sebastian Moller, Florian Metze, Gelareh Mohammadi, and Alessandro Vinciarelli

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OOV Word Detection using Hybrid Models with Mixed Types of Fragments, Long Qin and Alexander I. Rudnicky

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Coarse Lexical Semantic Annotation with Supersenses: An Arabic Case Study, Nathan Schneider, Behrang Mohit, Kemal Oflazer, and Noah A. Smith

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Discovering Factions in the Computational Linguistics Community, Yanchuan Sim, Noah A. Smith, and David A. Smith

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Adversarial Evaluation for Models of Natural Language, Noah A. Smith

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Computational Modeling of Immune Signals, Ravi Starzl

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Emotion Identification for Evaluation of Synthesized Emotional Speech, Stefan Steidl, Tim Polzehl, H. Timothy Bunnell, Ying Dou, Prasanna Kumar Muthukumar, Daniel Perry, Kishore Prahallad, Callie Vaughn, Alan Black, and Florian Metze

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An Investigation on Initialization Schemes for Multilayer Perceptron Training Using Multilingual Data and Their Effect on ASR Performance, Ngoc Thang Vu, Wojtek Breiter, Florian Metze, and Tanja Schultz

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Multilingual Bottle-Neck Features and its Application for Under-Resourced Languages, Ngoc Thang Vu, Florian Metze, and Tanja Schultz

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Integration of Language Identification into a Recognition System for Spoken Conversations Containing Code-Switches, Jochen Weiner, Ngoc Thang Vu, Dominic Telaar, Florian Metze, Tanja Schultz, Dau-Chen Lyu, Eng-Siong Chng, and Haizhou Li

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A Theory of Transfer Learning with Applications to Active Learning, Liu Yang, Steve Hanneke, and Jaime Carbonell

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Identifiability of Priors from Bounded Sample Sizes with Applications to Transfer Learning, Liu Yang, Steve Hanneke, and Jaime G. Carbonell

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Textual Predictors of Bill Survival in Congressional Committees, Tae Yano, Noah A. Smith, and John D. Wilkerson

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A Probabilistic Model for Canonicalizing Named Entity Mentions, Dani Yogatama, Yanchuan Sim, and Noah A. Smith

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Informedia E-Lamp@TRECVID 2012: Multimedia Event Detection and Recounting (MED and MER), Shoou-I Yu, Zhongwen Xu, Duo Ding, Waito Sze, Francisco Vicente, Zhenzhong Lan, Yang Cai, Shourabh Rawat, Peter F. Schulam, Sohail Bahmani, Antonio Juarez, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, and Alexander Hauptmann

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WikiQuery -- An Interactive Collaboration Interface for Creating, Storing and Sharing Effective CNF Queries, Le Zhao, Xiaozhong Liu, and Jamie Callan

Submissions from 2011

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Active Learning with Multiple Annotations for Comparable Data Classification Task, Vamshi Ambati, Sanjika Hewavitharana, Stephan Vogel, and Jaime G. Carbonell

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Multi-Strategy Approaches to Active Learning for Statistical Machine Translation, Vamshi Ambati, Stephan Vogel, and Jaime G. Carbonell

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A Methodology for Evaluating Aggregated Search Results, Jaime Arguello, Fernando Diaz, Jamie Callan, and Ben Carterette

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Informedia @ TRECVID 2011, Lei Bao, Shoou-I Yu, Zhen-Zhong Lan, Arnold Overwijk, Qin Jin, Brian Langner, Michael Garbus, Susanne Burger, Florian Metze, and Alexander Hauptmann

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Unsupervised Bilingual POS Tagging with Markov Random Fields, Desai Chen, Chris Dyer, Shay B. Cohen, and Noah A. Smith

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Sparse Latent Semantic Analysis, Xi Chen, Yanjun Qi, Bing Bai, Qihang Lin, and Jaime G. Carbonell

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Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability, Jonathan H. Clark, Chris Dyer, Alon Lavie, and Noah A. Smith

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Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance, Shay B. Cohen, Dipanjan Das, and Noah A. Smith

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Entity List Completion Using Set Expansion Techniques, Bhavana Dalvi, Jamie Callan, and William W. Cohen

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Semi-Supervised Frame-Semantic Parsing for Unknown Predicates, Dipanjan Das and Noah A. Smith

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Unsupervised Word Alignment with Arbitrary Features, Chris Dyer, Jonathan Clark, Alon Lavie, and Noah A. Smith

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The CMU-ARK German-English Translation System, Chris Dyer, Kevin Gimpel, Jonathan H. Clark, and Noah A. Smith

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Structured Databases of Named Entities from Bayesian Nonparametrics, Jacob Eisenstein, Tae Yano, William W. Cohen, Noah A. Smith, and Eric P. Xing

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Leveraging Collection Structure in Information Retrieval With Applications to Search in Conversational Social Media, Jonathan L. Elsas

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Application of Machine Learning and Crowdsourcing to Detection of Cybersecurity Threats, Eugene Fink, Mehrbod Sharifi, and Jaime G. Carbonell

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News Personalization using Support Vector Machines, Anatole Gershman, Travis Wolfe, Eugene Fink, and Jaime G. Carbonell

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Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments, Kevin Gimpel, Nathan Schneider, Brendan O'Connor, Dipanjan Das, Daniel Mills, Jacob Eisenstein, Michael Heilman, Dani Yogatama, Jeffrey Flanigan, and Noah A. Smith

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Generative Models of Monolingual and Bilingual Gappy Patterns, Kevin Gimpel and Noah A. Smith

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Quasi-Synchronous Phrase Dependency Grammars for Machine Translation, Kevin Gimpel and Noah A. Smith

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Statistical Learning for File-Type Identification, Siddarth Gopal, Yiming Yang, Konstantin Salomatin, and Jaime G. Carbonell

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Missing Something? Authority in Collaborative Learning, Iris Howley, Elijah Mayfield, and Carolyn P. Rose

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Rethinking Speech Recognition on Mobile Devices, Anuj Kumar, Anuj Tewari, Seth Horrigan, Matthew Kam, Florian Metze, and John Canny

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Socially Capable Conversational Agents for Multi-Party Interactive Situations, Rohit Kumar

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Combining Slot-based Vector Space Model for Voice Book Search, Cheongjae Lee, Tatsuya Lee, and Alexander I. Rudnicky

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Recipes for Baking Black Forest Databases: Building and Querying Black Hole Merger Trees from Cosmological Simulations, Julio Lopez, Colin Degraf, Tiziana Di Matteo, Bin Fu, Eugene Fink, and Garth Gibson

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The TeamTalk Corpus: Route Instructions in Open Spaces, Matthew R. Marge and Alexander I. Rudnicky

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Dual Decomposition with Many Overlapping Components, Andre F.T. Martins, Noah A. Smith, Pedro M.Q. Aguiar, and Mario A. T. Figueiredo

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Structured Sparsity in Structured Prediction, Andre F.T. Martins, Noah A. Smith, Pedro M.Q. Aguiar, and Mario A. T. Figueiredo

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A Review of Personality in Voice-Based Man Machine Interaction, Florian Metze, Alan Black, and Tim Polzehl

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Analysis of Dialectal Influence in Pan-Arabic ASR, Udhyakumar Nallasamy, Michael Garbus, Florian Metze, Qin Jin, Thomas Schaaf, and Tanja Schultz

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Normalization of Gender, Dialect and Speaking style using Probabilistic front-ends, Udhyakumar Nallasamy, Florian Metze, and Thomas Schaaf

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Author Age Prediction from Text using Linear Regression, Dong Nguyen, Noah A. Smith, and Carolyn Rose

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Computational Text Analysis for Social Science: Model Assumptions and Complexity, Brendan O'Connor, David Bamman, and Noah A. Smith

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Structured, sparse regression with application to HIV drug resistance, Daniel Percival, Kathryn Roeder, Roni Rosenfeld, and Larry Wasserman

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Modeling Speaker Personality using Voice, Tim Polzehl, Sebastian Moller, and Florian Metze

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Anger recognition in speech using acoustic and linguistic cues, Tim Polzehl, Alexander Schmitt, Florian Metze, and Michael Wagner