Murat Saraclar

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 34

Top Venues

SIU

INTERSPEECH

CoRR

IEEE Trans. Speech Audio Process.

Publications

Bolaji Yusuf, Jan Cernocký, Murat Saraclar
End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations. CoRR (2023)
Bolaji Yusuf, Alican Gök, Batuhan Gündogdu, Murat Saraclar
End-to-End Open Vocabulary Keyword Search. CoRR (2021)
Ipek Sen, Murat Saraclar, Yasemin P. Kahya
Differential Diagnosis of Asthma and COPD Based on Multivariate Pulmonary Sounds Analysis. IEEE Trans. Biomed. Eng. 68 (5) (2021)
Bolaji Yusuf, Alican Gök, Batuhan Gündogdu, Murat Saraclar
End-to-End Open Vocabulary Keyword Search. Interspeech (2021)
Bolaji Yusuf, Lucas Ondel, Lukás Burget, Jan Cernocký, Murat Saraclar
A Hierarchical Subspace Model for Language-Attuned Acoustic Unit Discovery. CoRR (2020)
Batuhan Gündogdu, Bolaji Yusuf, Mansur Yesilbursa, Murat Saraclar
Vector Quantized Temporally-Aware Correspondence Sparse Autoencoders for Zero-Resource Acoustic Unit Discovery. INTERSPEECH (2020)
Recep Doga Siyli, Batuhan Gündogdu, Murat Saraclar, Lale Akarun
Unsupervised Key Hand Shape Discovery of Sign Language Videos with Correspondence Sparse Autoencoders. ICASSP (2020)
Oyku Deniz Kose, Mustafa Can Gursoy, Murat Saraclar, Ali Emre Pusane, Tuna Tugcu
Machine Learning-Based Silent Entity Localization Using Molecular Diffusion. IEEE Commun. Lett. 24 (4) (2020)
Korhan Polat, Murat Saraclar
Adaptation of Unsupervised Term Discovery for Speech to Sign Languages. SIU (2020)
Bolaji Yusuf, Batuhan Gündogdu, Murat Saraclar
Low Resource Keyword Search With Synthesized Crosslingual Exemplars. IEEE ACM Trans. Audio Speech Lang. Process. 27 (7) (2019)
Batuhan Gündogdu, Bolaji Yusuf, Murat Saraclar
Generative RNNs for OOV Keyword Search. IEEE Signal Process. Lett. 26 (1) (2019)
Bolaji Yusuf, Murat Saraclar
An Empirical Evaluation of DTW Subsampling Methods for Keyword Search. INTERSPEECH (2019)
Nesat Dereli, Murat Saraclar
Convolutional Neural Networks for Financial Text Regression. ACL (2) (2019)
Bolaji Yusuf, Alican Gök, Batuhan Gündogdu, Oyku Deniz Kose, Murat Saraclar
Temporally-Aware Acoustic Unit Discovery for Zerospeech 2019 Challenge. INTERSPEECH (2019)
Batuhan Gündogdu, Bolaji Yusuf, Murat Saraclar
Fusion of event detection systems: An application to keyword search. SIU (2018)
Julide Gulen Alaydin, Murat Saraclar
Query-by-sign system for Turkish sign language broadcasts. SIU (2018)
Bolaji Yusuf, Batuhan Gündogdu, Murat Saraclar
Beyond posteriorgram: Bottleneck features for keyword search. SIU (2018)
Ebru Arisoy, Murat Saraclar
Turkish broadcast news transcription revisited. SIU (2018)
Deger Ayata, Murat Saraclar, Arzucan Özgür
Political opinion/sentiment prediction via long short term memory recurrent neural networks on Twitter. SIU (2017)
Batuhan Gündogdu, Bolaji Yusuf, Murat Saraclar
Joint Learning of Distance Metric and Query Model for Posteriorgram-Based Keyword Search. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Deger Ayata, Murat Saraclar, Arzucan Özgür
Turkish tweet sentiment analysis with word embedding and machine learning. SIU (2017)
Batuhan Gündogdu, Murat Saraclar
Novel score normalization methods for keyword search. SIU (2017)
Batuhan Gündogdu, Murat Saraclar
Similarity Learning Based Query Modeling for Keyword Search. INTERSPEECH (2017)
Batuhan Gündogdu, Murat Saraclar
Distance metric learning for posteriorgram based keyword search. ICASSP (2017)
Deger Ayata, Murat Saraclar, Arzucan Özgür
BUSEM at SemEval-2017 Task 4A Sentiment Analysis with Word Embedding and Long Short Term Memory RNN Approaches. SemEval@ACL (2017)
Batuhan Gündogdu, Leda Sari, Gozde Cetinkaya, Murat Saraclar
Template-based Keyword Search with pseudo posteriorgrams. SIU (2016)
Gozde Cetinkaya, Batuhan Gündogdu, Murat Saraclar
Pre-filtered dynamic time warping for posteriorgram based keyword search. SLT (2016)
Ebru Arisoy, Murat Saraclar
Compositional Neural Network Language Models for Agglutinative Languages. INTERSPEECH (2016)
Leda Sari, Murat Saraclar
Score normalization for keyword search. SIU (2016)
Ipek Sen, Murat Saraclar, Yasemin P. Kahya
A Comparison of SVM and GMM-Based Classifier Configurations for Diagnostic Classification of Pulmonary Sounds. IEEE Trans. Biomed. Eng. 62 (7) (2015)
Leda Sari, Murat Saraclar
Discriminative training of the keyword search confusion model. SIU (2015)
Leda Sari, Batuhan Gündogdu, Murat Saraclar
Posteriorgram based approaches in keyword search. SIU (2015)
Murat Saraclar, Erinç Dikici, Ebru Arisoy
A Decade of Discriminative Language Modeling for Automatic Speech Recognition. SPECOM (2015)
Erinç Dikici, Murat Saraclar
MT-based artificial hypothesis generation for unsupervised discriminative language modeling. EUSIPCO (2015)
Erinç Dikici, Murat Saraclar
Unsupervised discriminative language model training. SIU (2014)
Cemil Demir, A. Taylan Cemgil, Murat Saraclar
Analysis of effect of single-channel speech-music separation using NMF to automatic speech recognition. SIU (2014)
Murat Saraclar, Ciprian Chelba, Bhuvana Ramabhadran
Editorial for the special issue on spoken content retrieval. Comput. Speech Lang. 28 (5) (2014)
Murat Saraclar, Abhinav Sethy, Bhuvana Ramabhadran, Lidia Mangu, Jia Cui, Xiaodong Cui, Brian Kingsbury, Jonathan Mamou
An empirical study of confusion modeling in keyword search for low resource languages. ASRU (2013)
Coskun Mermer, Murat Saraclar, Ruhi Sarikaya
Improving Statistical Machine Translation Using Bayesian Word Alignment and Gibbs Sampling. IEEE Trans. Speech Audio Process. 21 (5) (2013)
Cemil Demir, Murat Saraclar, Ali Taylan Cemgil
Single-Channel Speech-Music Separation for Robust ASR With Mixture Models. IEEE Trans. Speech Audio Process. 21 (4) (2013)
Erinç Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin
Classification and Ranking Approaches to Discriminative Language Modeling for ASR. IEEE Trans. Speech Audio Process. 21 (2) (2013)
Erinç Dikici, Murat Saraclar
Curriculum based discriminative language model training. SIU (2013)
Ipek Sen, Murat Saraclar, Yasemin P. Kahya
Exploring an optimal vector autoregressive model for multi-channel pulmonary sound data. Comput. Methods Programs Biomed. 111 (3) (2013)
Cemil Demir, A. Taylan Cemgil, Murat Saraclar
Catalog-based single-channel speech-music separation with the Itakura-Saito divergence. EUSIPCO (2012)
Arda Çelebi, Hasim Sak, Erinç Dikici, Murat Saraclar, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos G. 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
Semi-supervised discriminative language modeling for Turkish ASR. ICASSP (2012)
Hasim Sak, Murat Saraclar, Tunga Gungor
Morpholexical and Discriminative Language Models for Turkish Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 20 (8) (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)
Puyang Xu, Sanjeev Khudanpur, Maider Lehr, Emily Tucker Prud'hommeaux, Nathan Glenn, Damianos G. 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
Continuous space discriminative language modeling. ICASSP (2012)
Kenji Sagae, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos G. 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
Hallucinated n-best lists for discriminative language modeling. ICASSP (2012)
Siddika Parlak, Murat Saraclar
Performance Analysis and Improvement of Turkish Broadcast News Retrieval. IEEE Trans. Speech Audio Process. 20 (3) (2012)
Cemil Demir, Mehmet Ugur Dogan, Ali Taylan Cemgil, Murat Saraclar
Catalog-based single-channel speech-music separation for automatic speech recognition. SIU (2012)
Damianos G. 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
Deriving conversation-based features from unlabeled speech for discriminative language modeling. INTERSPEECH (2012)
Brian Roark, Arda Çelebi, Erinç Dikici, Sanjeev Khudanpur, Maider Lehr, Emily Prud'hommeaux, Kenji Sagae, Murat Saraclar, Izhak Shafran, Puyang Xu
Hallucinating system outputs for discriminative language modeling. MLSLP (2012)
Ebru Arisoy, Murat Saraclar, Brian Roark, Izhak Shafran
Discriminative Language Modeling With Linguistic and Statistically Derived Features. IEEE Trans. Speech Audio Process. 20 (2) (2012)
Coskun Mermer, Murat Saraclar
Bayesian Word Alignment for Statistical Machine Translation. ACL (2) (2011)
Cemil Demir, Ali Taylan Cemgil, Murat Saraclar
Catalog-based single-channel speech-music separation for automatic speech recognition. EUSIPCO (2011)
Cemil Demir, Ali Taylan Cemgil, Murat Saraclar
Gain estimation approaches in catalog-based single-channel speech-music separation. ASRU (2011)
Dogan Can, Murat Saraclar
Lattice Indexing for Spoken Term Detection. IEEE Trans. Speech Audio Process. 19 (8) (2011)
Hasim Sak, Tunga Güngör, Murat Saraclar
Resources for Turkish morphological processing. Lang. Resour. Evaluation 45 (2) (2011)
Erinç Dikici, Murat Semerci, Murat Saraclar, Ethem Alpaydin
Data Sampling and Dimensionality Reduction Approaches for Reranking ASR Outputs Using Discriminative Language Models. INTERSPEECH (2011)
Hasim Sak, Murat Saraclar, Tunga Gungor
Discriminative reranking of ASR hypotheses with morpholexical and N-best-list features. ASRU (2011)
Cemil Demir, A. Taylan Cemgil, Murat Saraclar
Semi-Supervised Single-Channel Speech-Music Separation for Automatic Speech Recognition. INTERSPEECH (2011)
Hasim Sak, Murat Saraclar, Tunga Güngör
Morphology-based and sub-word language modeling for Turkish speech recognition. ICASSP (2010)
Cemil Demir, A. Taylan Cemgil, Murat Saraclar
Catalog-based single-channel speech-music separation. INTERSPEECH (2010)
Hasim Sak, Murat Saraclar, Tunga Güngör
On-the-fly lattice rescoring for real-time automatic speech recognition. INTERSPEECH (2010)
Umut Firat, Seref Naci Engin, Murat Saraclar, Aysin Baytan Ertüzün
Wind Speed Forecasting Based on Second Order Blind Identification and Autoregressive Model. ICMLA (2010)
Ebru Arisoy, Murat Saraclar, Brian Roark, Izhak Shafran
Syntactic and sub-lexical features for Turkish discriminative language models. ICASSP (2010)
Christopher M. White, Abhinav Sethy, Bhuvana Ramabhadran, Patrick J. Wolfe, Erica Cooper, Murat Saraclar, James K. Baker
Unsupervised pronunciation validation. ICASSP (2009)
Temucin Som, Dogan Can, Murat Saraclar
HMM-based sliding video text recognition for Turkish broadcast news. ISCIS (2009)
Dogan Can, Murat Saraclar
Score Distribution Based Term Specific Thresholding for Spoken Term Detection. HLT-NAACL (Short Papers) (2009)
Ebru Arisoy, Murat Saraclar
Lattice Extension and Vocabulary Adaptation for Turkish LVCSR. IEEE Trans. Speech Audio Process. 17 (1) (2009)
Siddika Parlak, Murat Saraclar
Spoken information retrieval for turkish broadcast news. SIGIR (2009)
Erinç Dikici, Murat Saraclar
Investigating the effect of data partitioning for GMM supervector based speaker verification. ISCIS (2009)
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)
Ebru Arisoy, Dogan Can, Siddika Parlak, Hasim Sak, Murat Saraclar
Turkish Broadcast News Transcription and Retrieval. IEEE Trans. Speech Audio Process. 17 (5) (2009)
Hasim Sak, Tunga Güngör, Murat Saraclar
A Stochastic Finite-State Morphological Parser for Turkish. ACL/IJCNLP (2) (2009)
Pinar Santemiz, Oya Aran, Murat Saraclar, Lale Akarun
Automatic sign segmentation from continuous signing via multiple sequence alignment. ICCV Workshops (2009)
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)
Hasim Sak, Murat Saraclar, Tunga Güngör
Integrating morphology into automatic speech recognition. ASRU (2009)
Ciprian Chelba, Timothy J. Hazen, Murat Saraclar
Retrieval and browsing of spoken content. IEEE Signal Process. Mag. 25 (3) (2008)
Hasim Sak, Tunga Güngör, Murat Saraclar
Turkish Language Resources: Morphological Parser, Morphological Disambiguator and Web Corpus. GoTAL (2008)
Ebru Arisoy, Brian Roark, Izhak Shafran, Murat Saraclar
Discriminative n-gram language modeling for Turkish. INTERSPEECH (2008)
Siddika Parlak, Murat Saraclar
Spoken term detection for Turkish Broadcast News. ICASSP (2008)
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. ACM Trans. Speech Lang. Process. 5 (1) (2007)
Brian Roark, Murat Saraclar, Michael Collins
Discriminative n-gram language modeling. Comput. Speech Lang. 21 (2) (2007)
Zhu Liu, Murat Saraclar
Speaker Segmentation and Adaptation for Speech Recognition on Multiple-Speaker Audio Conference Data. ICME (2007)
Ebru Arisoy, Hasim Sak, Murat Saraclar
Language modeling for automatic turkish broadcast news transcription. INTERSPEECH (2007)
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)
Hasim Sak, Tunga Güngör, Murat Saraclar
Morphological Disambiguation of Turkish Text with Perceptron Algorithm. CICLing (2007)
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)
Murat Saraclar, Brian Roark
Utterance classification with discriminative language modeling. Speech Commun. 48 (3-4) (2006)
Ebru Arisoy, Murat Saraclar
Lattice extension and rescoring based approaches for LVCSR of Turkish. INTERSPEECH (2006)
Junlan Feng, Srihari Reddy, Murat Saraclar
Webtalk: mining websites for interactively answering questions. INTERSPEECH (2005)
Michael Collins, Brian Roark, Murat Saraclar
Discriminative Syntactic Language Modeling for Speech Recognition. ACL (2005)
Murat Saraclar, Brian Roark
Joint Discriminative Language Modeling and Utterance Classification. ICASSP (1) (2005)
Andrej Ljolje, Vincent Goffin, Murat Saraclar
Low Latency Real-Time Vocal Tract Length Normalization. TSD (2004)
Enrico Bocchieri, Michael Riley, Murat Saraclar
Methods for task adaptation of acoustic models with limited transcribed in-domain data. INTERSPEECH (2004)
Brian Roark, Murat Saraclar, Michael Collins
Corrective language modeling for large vocabulary ASR with the perceptron algorithm. ICASSP (1) (2004)

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Publication Activity (10 Years)

Top Topics

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Murat Saraclar