Murat Saraclar

Erinç Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin: Classification and Ranking Approaches to Discriminative Language Modeling for ASR. IEEE Transactions on Audio, Speech & Language Processing 21(2): 291-300 (2013)

Cemil Demir, Murat Saraclar, Ali Taylan Cemgil: Single-Channel Speech-Music Separation for Robust ASR With Mixture Models. IEEE Transactions on Audio, Speech & Language Processing 21(4): 725-736 (2013)

Coskun Mermer, Murat Saraclar, Ruhi Sarikaya: Improving Statistical Machine Translation Using Bayesian Word Alignment and Gibbs Sampling. IEEE Transactions on Audio, Speech & Language Processing 21(5): 1090-1101 (2013)

Ebru Arisoy, Murat Saraclar, Brian Roark, Izhak Shafran: Discriminative Language Modeling With Linguistic and Statistically Derived Features. IEEE Transactions on Audio, Speech & Language Processing 20(2): 540-550 (2012)

Siddika Parlak, Murat Saraclar: Performance Analysis and Improvement of Turkish Broadcast News Retrieval. IEEE Transactions on Audio, Speech & Language Processing 20(3): 731-741 (2012)

Hasim Sak, Murat Saraclar, Tunga Gungor: Morpholexical and Discriminative Language Models for Turkish Automatic Speech Recognition. IEEE Transactions on Audio, Speech & Language Processing 20(8): 2341-2351 (2012)

Puyang Xu, Sanjeev Khudanpur, Maider Lehr, Emily Tucker Prud'hommeaux, Nathan Glenn, Damianos Karakos, Brian Roark, Kenji Sagae, Murat Saraclar, Izhak Shafran, Daniel M. Bikel, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley: Continuous space discriminative language modeling. ICASSP 2012: 2129-2132

Kenji Sagae, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos Karakos, Sanjeev Khudanpur, Brian Roark, Murat Saraclar, Izhak Shafran, Daniel M. Bikel, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley: Hallucinated n-best lists for discriminative language modeling. ICASSP 2012: 5001-5004

Arda Çelebi, Hasim Sak, Erinç Dikici, Murat Saraclar, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos Karakos, Sanjeev Khudanpur, Brian Roark, Kenji Sagae, Izhak Shafran, Daniel M. Bikel, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley: Semi-supervised discriminative language modeling for Turkish ASR. ICASSP 2012: 5025-5028

Cemil Demir, Ali Taylan Cemgil, Murat Saraçlar: Effect of speech priors in single-channel speech-music separation for ASR. INTERSPEECH 2012

Erinç Dikici, Arda Çelebi, Murat Saraclar: Performance Comparison of Training Algorithms for Semi-Supervised Discriminative Language Modeling. INTERSPEECH 2012

Julien Fayolle, Murat Saraclar, Fabienne Moreau, Christian Raymond, Guillaume Gravier: Lexical-phonetic automata for spoken utterance indexing and retrieval. INTERSPEECH 2012

Damianos Karakos, Brian Roark, Izhak Shafran, Kenji Sagae, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Sanjeev Khudanpur, Murat Saraclar, Daniel M. Bikel, Mark Dredze, Chris Callison-Burch, Yuan Cao, Keith Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley: Deriving conversation-based features from unlabeled speech for discriminative language modeling. INTERSPEECH 2012

Hasim Sak, Tunga Güngör, Murat Saraclar: Resources for Turkish morphological processing. Language Resources and Evaluation 45(2): 249-261 (2011)

Dogan Can, Murat Saraclar: Lattice Indexing for Spoken Term Detection. IEEE Transactions on Audio, Speech & Language Processing 19(8): 2338-2347 (2011)

Coskun Mermer, Murat Saraclar: Bayesian Word Alignment for Statistical Machine Translation. ACL (Short Papers) 2011: 182-187

Cemil Demir, Ali Taylan Cemgil, Murat Saraclar: Gain estimation approaches in catalog-based single-channel speech-music separation. ASRU 2011: 185-190

Hasim Sak, Murat Saraclar, Tunga Gungor: Discriminative reranking of ASR hypotheses with morpholexical and N-best-list features. ASRU 2011: 202-207

Cemil Demir, A. Taylan Cemgil, Murat Saraclar: Semi-Supervised Single-Channel Speech-Music Separation for Automatic Speech Recognition. INTERSPEECH 2011: 681-684

Erinç Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin: Data Sampling and Dimensionality Reduction Approaches for Reranking ASR Outputs Using Discriminative Language Models. INTERSPEECH 2011: 1461-1464

Hasim Sak, Murat Saraclar, Tunga Güngör: Morphology-based and sub-word language modeling for Turkish speech recognition. ICASSP 2010: 5402-5405

Ebru Arisoy, Murat Saraclar, Brian Roark, Izhak Shafran: Syntactic and sub-lexical features for Turkish discriminative language models. ICASSP 2010: 5538-5541

Umut Firat, Seref Naci Engin, Murat Saraclar, Aysin Baytan Ertuzun: Wind Speed Forecasting Based on Second Order Blind Identification and Autoregressive Model. ICMLA 2010: 686-691

Hasim Sak, Murat Saraclar, Tunga Güngör: On-the-fly lattice rescoring for real-time automatic speech recognition. INTERSPEECH 2010: 2450-2453

Cemil Demir, A. Taylan Cemgil, Murat Saraclar: Catalog-based single-channel speech-music separation. INTERSPEECH 2010: 2782-2785

Ebru Arisoy, Murat Saraclar: Lattice Extension and Vocabulary Adaptation for Turkish LVCSR. IEEE Transactions on Audio, Speech & Language Processing 17(1): 163-173 (2009)

Ebru Arisoy, Dogan Can, Siddika Parlak, Hasim Sak, Murat Saraclar: Turkish Broadcast News Transcription and Retrieval. IEEE Transactions on Audio, Speech & Language Processing 17(5): 874-883 (2009)

Hasim Sak, Tunga Güngör, Murat Saraclar: A Stochastic Finite-State Morphological Parser for Turkish. ACL/IJCNLP (Short Papers) 2009: 273-276

Hasim Sak, Murat Saraclar, Tunga Güngör: Integrating morphology into automatic speech recognition. ASRU 2009: 354-358

Dogan Can, Erica Cooper, Abhinav Sethy, Christopher M. White, Bhuvana Ramabhadran, Murat Saraclar: Effect of pronounciations on OOV queries in spoken term detection. ICASSP 2009: 3957-3960

Christopher M. White, Abhinav Sethy, Bhuvana Ramabhadran, Patrick J. Wolfe, Erica Cooper, Murat Saraclar, James K. Baker: Unsupervised pronunciation validation. ICASSP 2009: 4301-4304

Erinç Dikici, Murat Saraclar: Investigating the effect of data partitioning for GMM supervector based speaker verification. ISCIS 2009: 465-470

Temucin Som, Dogan Can, Murat Saraclar: HMM-based sliding video text recognition for Turkish broadcast news. ISCIS 2009: 475-479

Dogan Can, Murat Saraclar: Score Distribution Based Term Specific Thresholding for Spoken Term Detection. HLT-NAACL (Short Papers) 2009: 269-272

Dogan Can, Erica Cooper, Arnab Ghoshal, Martin Jansche, Sanjeev Khudanpur, Bhuvana Ramabhadran, Michael Riley, Murat Saraclar, Abhinav Sethy, Morgan Ulinski, Christopher M. White: Web derived pronunciations for spoken term detection. SIGIR 2009: 83-90

Siddika Parlak, Murat Saraclar: Spoken information retrieval for turkish broadcast news. SIGIR 2009: 782-783

Siddika Parlak, Murat Saraclar: Spoken term detection for Turkish Broadcast News. ICASSP 2008: 5244-5247

Ebru Arisoy, Brian Roark, Izhak Shafran, Murat Saraclar: Discriminative n-gram language modeling for Turkish. INTERSPEECH 2008: 825-828

Hasim Sak, Tunga Güngör, Murat Saraclar: Turkish Language Resources: Morphological Parser, Morphological Disambiguator and Web Corpus. GoTAL 2008: 417-427

Brian Roark, Murat Saraclar, Michael Collins: Discriminative n-gram language modeling. Computer Speech & Language 21(2): 373-392 (2007)

Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke: Morph-based speech recognition and modeling of out-of-vocabulary words across languages. TSLP 5(1) (2007)

Hasim Sak, Tunga Güngör, Murat Saraclar: Morphological Disambiguation of Turkish Text with Perceptron Algorithm. CICLing 2007: 107-118

Zhu Liu, Murat Saraclar: Speaker Segmentation and Adaptation for Speech Recognition on Multiple-Speaker Audio Conference Data. ICME 2007: 192-195

Ebru Arisoy, Hasim Sak, Murat Saraclar: Language modeling for automatic turkish broadcast news transcription. INTERSPEECH 2007: 2381-2384

Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke: Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages. HLT-NAACL 2007: 380-387

Murat Saraclar, Brian Roark: Utterance classification with discriminative language modeling. Speech Communication 48(3-4): 276-287 (2006)

Ebru Arisoy, Murat Saraclar: Lattice extension and rescoring based approaches for LVCSR of Turkish. INTERSPEECH 2006

Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy, Murat Saraclar: Unsupervised segmentation of words into morphemes - morpho challenge 2005 application to automatic speech recognition. INTERSPEECH 2006

Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu Hirsimäki, Janne Pylkkönen, Tanel Alumäe, Murat Saraclar: Unlimited vocabulary speech recognition for agglutinative languages. HLT-NAACL 2006

Michael Collins, Brian Roark, Murat Saraclar: Discriminative Syntactic Language Modeling for Speech Recognition. ACL 2005

Junlan Feng, Srihari Reddy, Murat Saraclar: Webtalk: mining websites for interactively answering questions. INTERSPEECH 2005: 2485-2488

Murat Saraclar, Sanjeev Khudanpur: Pronunciation change in conversational speech and its implications for automatic speech recognition. Computer Speech & Language 18(4): 375-395 (2004)

Brian Roark, Murat Saraclar, Michael Collins, Mark Johnson: Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm. ACL 2004: 47-54

Enrico Bocchieri, Michael Riley, Murat Saraclar: Methods for task adaptation of acoustic models with limited transcribed in-domain data. INTERSPEECH 2004

Murat Saraclar, Richard Sproat: Lattice-Based Search for Spoken Utterance Retrieval. HLT-NAACL 2004: 129-136

Andrej Ljolje, Vincent Goffin, Murat Saraclar: Low Latency Real-Time Vocal Tract Length Normalization. TSD 2004: 371-378

Murat Saraclar, Michael Riley, Enrico Bocchieri, Vincent Goffin: Towards automatic closed captioning : low latency real time broadcast news transcription. INTERSPEECH 2002

Murat Saraclar, Harriet J. Nock, Sanjeev Khudanpur: Pronunciation modeling by sharing Gaussian densities across phonetic models. Computer Speech & Language 14(2): 137-160 (2000)

Michael Riley, William Byrne, Michael Finke, Sanjeev Khudanpur, Andrej Ljolje, John W. McDonough, Harriet J. Nock, Murat Saraclar, Charles Wooters, George Zavaliagkos: Stochastic pronunciation modelling from hand-labelled phonetic corpora. Speech Communication 29(2-4): 209-224 (1999)

Murat Saraclar, Harriet J. Nock, Sanjeev Khudanpur: Pronunciation modeling by sharing gaussian densities across phonetic models. EUROSPEECH 1999