| 2021 | Interspeech | End-to-End Open Vocabulary Keyword Search. | Bolaji Yusuf, Alican Gk, Batuhan Gndogdu, Murat Saraclar |
| 2020 | ICASSP | Unsupervised Key Hand Shape Discovery of Sign Language Videos with Correspondence Sparse Autoencoders. | Recep Doga Siyli, Batuhan Gndogdu, Murat Saraclar, Lale Akarun |
| 2020 | Interspeech | Vector Quantized Temporally-Aware Correspondence Sparse Autoencoders for Zero-Resource Acoustic Unit Discovery. | Batuhan Gndogdu, Bolaji Yusuf, Mansur Yesilbursa, Murat Saraclar |
| 2019 | ACL | Convolutional Neural Networks for Financial Text Regression. | Nesat Dereli, Murat Saraclar |
| 2019 | Interspeech | Temporally-Aware Acoustic Unit Discovery for Zerospeech 2019 Challenge. | Bolaji Yusuf, Alican Gk, Batuhan Gndogdu, Oyku Deniz Kose, Murat Saraclar |
| 2019 | Interspeech | An Empirical Evaluation of DTW Subsampling Methods for Keyword Search. | Bolaji Yusuf, Murat Saraclar |
| 2017 | ICASSP | Distance metric learning for posteriorgram based keyword search. | Batuhan Gndogdu, Murat Saraclar |
| 2017 | Interspeech | Similarity Learning Based Query Modeling for Keyword Search. | Batuhan Gndogdu, Murat Saraclar |
| 2016 | Interspeech | Compositional Neural Network Language Models for Agglutinative Languages. | Ebru Arisoy, Murat Saraclar |
| 2013 | ASRU | An empirical study of confusion modeling in keyword search for low resource languages. | Murat Saraclar, Abhinav Sethy, Bhuvana Ramabhadran, Lidia Mangu, Jia Cui, Xiaodong Cui, Brian Kingsbury, Jonathan Mamou |
| 2012 | ICASSP | Semi-supervised discriminative language modeling for Turkish ASR. | Arda elebi, Hasim Sak, Erin 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 B. Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley |
| 2012 | ICASSP | Hallucinated n-best lists for discriminative language modeling. | 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 B. Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley |
| 2012 | ICASSP | Continuous space discriminative language modeling. | 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 B. Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley |
| 2012 | Interspeech | Performance Comparison of Training Algorithms for Semi-Supervised Discriminative Language Modeling. | Erin Dikici, Arda elebi, Murat Saraclar |
| 2012 | Interspeech | Lexical-phonetic automata for spoken utterance indexing and retrieval. | Julien Fayolle, Murat Saraclar, Fabienne Moreau, Christian Raymond, Guillaume Gravier |
| 2012 | Interspeech | Deriving conversation-based features from unlabeled speech for discriminative language modeling. | 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 B. Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley |
| 2011 | ACL | Bayesian Word Alignment for Statistical Machine Translation. | Coskun Mermer, Murat Saraclar |
| 2011 | ASRU | Gain estimation approaches in catalog-based single-channel speech-music separation. | Cemil Demir, Ali Taylan Cemgil, Murat Saraclar |
| 2011 | ASRU | Discriminative reranking of ASR hypotheses with morpholexical and N-best-list features. | Hasim Sak, Murat Saraclar, Tunga Gungor |
| 2011 | Interspeech | Semi-Supervised Single-Channel Speech-Music Separation for Automatic Speech Recognition. | Cemil Demir, A. Taylan Cemgil, Murat Saraclar |
| 2011 | Interspeech | Data Sampling and Dimensionality Reduction Approaches for Reranking ASR Outputs Using Discriminative Language Models. | Erin Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin |
| 2010 | ICASSP | Syntactic and sub-lexical features for Turkish discriminative language models. | Ebru Arisoy, Murat Saraclar, Brian Roark, Izhak Shafran |
| 2010 | ICASSP | Morphology-based and sub-word language modeling for Turkish speech recognition. | Hasim Sak, Murat Saraclar, Tunga Gngr |
| 2010 | ICMLA | Wind Speed Forecasting Based on Second Order Blind Identification and Autoregressive Model. | Umut Firat, Seref Naci Engin, Murat Saraclar, Aysin Baytan Ertzn |
| 2010 | Interspeech | Catalog-based single-channel speech-music separation. | Cemil Demir, A. Taylan Cemgil, Murat Saraclar |
| 2010 | Interspeech | On-the-fly lattice rescoring for real-time automatic speech recognition. | Hasim Sak, Murat Saraclar, Tunga Gngr |
| 2009 | ACL | A Stochastic Finite-State Morphological Parser for Turkish. | Hasim Sak, Tunga Gngr, Murat Saraclar |
| 2009 | ASRU | Integrating morphology into automatic speech recognition. | Hasim Sak, Murat Saraclar, Tunga Gngr |
| 2009 | ICASSP | Effect of pronounciations on OOV queries in spoken term detection. | Dogan Can, Erica Cooper, Abhinav Sethy, Christopher M. White, Bhuvana Ramabhadran, Murat Saraclar |
| 2009 | ICASSP | Unsupervised pronunciation validation. | Christopher M. White, Abhinav Sethy, Bhuvana Ramabhadran, Patrick J. Wolfe, Erica Cooper, Murat Saraclar, James K. Baker |
| 2009 | NAACL | Score Distribution Based Term Specific Thresholding for Spoken Term Detection. | Dogan Can, Murat Saraclar |
| 2009 | SIGIR | Web derived pronunciations for spoken term detection. | Dogan Can, Erica Cooper, Arnab Ghoshal, Martin Jansche, Sanjeev Khudanpur, Bhuvana Ramabhadran, Michael Riley, Murat Saraclar, Abhinav Sethy, Morgan Ulinski, Christopher M. White |
| 2009 | SIGIR | Spoken information retrieval for turkish broadcast news. | Siddika Parlak, Murat Saraclar |
| 2008 | ICASSP | Spoken term detection for Turkish Broadcast News. | Siddika Parlak, Murat Saraclar |
| 2008 | Interspeech | Discriminative n-gram language modeling for Turkish. | Ebru Arisoy, Brian Roark, Izhak Shafran, Murat Saraclar |
| 2007 | CICLING | Morphological Disambiguation of Turkish Text with Perceptron Algorithm. | Hasim Sak, Tunga Gngr, Murat Saraclar |
| 2007 | Interspeech | Language modeling for automatic turkish broadcast news transcription. | Ebru Arisoy, Hasim Sak, Murat Saraclar |
| 2007 | NAACL | Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages. | Mathias Creutz, Teemu Hirsimki, Mikko Kurimo, Antti Puurula, Janne Pylkknen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke |
| 2006 | Interspeech | Lattice extension and rescoring based approaches for LVCSR of Turkish. | Ebru Arisoy, Murat Saraclar |
| 2006 | Interspeech | Unsupervised segmentation of words into morphemes - morpho challenge 2005 application to automatic speech recognition. | Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy, Murat Saraclar |
| 2006 | NAACL | Unlimited vocabulary speech recognition for agglutinative languages. | Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu Hirsimki, Janne Pylkknen, Tanel Alume, Murat Saraclar |
| 2005 | ACL | Discriminative Syntactic Language Modeling for Speech Recognition. | Michael Collins, Brian Roark, Murat Saraclar |
| 2005 | ICASSP | Joint Discriminative Language Modeling and Utterance Classification. | Murat Saraclar, Brian Roark |
| 2005 | Interspeech | Webtalk: mining websites for interactively answering questions. | Junlan Feng, Srihari Reddy, Murat Saraclar |
| 2004 | ACL | Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm. | Brian Roark, Murat Saraclar, Michael Collins, Mark Johnson |
| 2004 | ICASSP | Corrective language modeling for large vocabulary ASR with the perceptron algorithm. | Brian Roark, Murat Saraclar, Michael Collins |
| 2004 | ICASSP | Hybrid language models for out of vocabulary word detection in large vocabulary conversational speech recognition. | Ali Yazgan, Murat Saraclar |
| 2004 | Interspeech | Methods for task adaptation of acoustic models with limited transcribed in-domain data. | Enrico Bocchieri, Michael Riley, Murat Saraclar |
| 2004 | NAACL | Language Model Adaptation with MAP Estimation and the Perceptron Algorithm. | Michiel Bacchiani, Brian Roark, Murat Saraclar |
| 2004 | NAACL | Lattice-Based Search for Spoken Utterance Retrieval. | Murat Saraclar, Richard Sproat |
| 2002 | Interspeech | Towards automatic closed captioning : low latency real time broadcast news transcription. | Murat Saraclar, Michael Riley, Enrico Bocchieri, Vincent Goffin |
| 1999 | Interspeech | Pronunciation modeling by sharing gaussian densities across phonetic models. | Murat Saraclar, Harriet J. Nock, Sanjeev Khudanpur |