Journal Articles

  • L. Ondel, B. Yusuf, L. Burget and M. Saraclar.
    Non-Parametric Bayesian Subspace Models for Acoustic Unit Discovery.
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 30:1902-1917, May 2022.

  • O.D. Kose and M. Saraclar.
    Multimodal Representations for Synchronized Speech and Real-Time MRI Video Processing.
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29:1912-1924, May 2021.

  • I. Sen, M. Saraclar and Y.P. Kahya.
    Differential Diagnosis of Asthma and COPD Based on Multivariate Pulmonary Sounds Analysis.
    IEEE Transactions on Biomedical Engineering, 2021.

  • O.D. Kose, M.C. Gursoy, M. Saraclar, A.E. Pusane, T. Tugcu.
    Machine Learning-Based Silent Entity Localization Using Molecular Diffusion.
    IEEE Communications Letters, 24(4):807-810, Apr 2020.

  • B. Yusuf, B. Gundogdu, M. Saraclar.
    Low Resource Keyword Search With Synthesized Crosslingual Exemplars.
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27(7):1126-1135, Apr 2019.

  • B. Gundogdu, B. Yusuf, M. Saraclar.
    Generative RNNs for OOV Keyword Search.
    IEEE Signal Processing Letters, 26(1):124-128, Jan 2019.

  • B. Gundogdu, B. Yusuf, M. Saraclar.
    Joint learning of distance metric and query model for posteriorgram-based keyword search.
    IEEE Journal of Selected Topics in Signal Processing, 11(8):1318-1328, Oct 2017.

  • E. Dikici, M. Saraclar.
    Semi-supervised and unsupervised discriminative language model training for automatic speech recognition.
    Speech Communication, 83:54-63, Oct 2016.

  • I. Sen, M. Saraclar, Y.P. Kahya.
    A Comparison of SVM and GMM Based Classifier Configurations for Diagnostic Classification of Pulmonary Sounds.
    IEEE Transactions on Biomedical Engineering, 62(7):1768-1776, Feb 2015.

  • I. Sen, M. Saraclar, Y.P. Kahya.
    Computerized Diagnosis of Respiratory Disorders.
    Methods of Information in Medicine, 53(4):291-295, Jul 2014.

  • I. Sen, M. Saraclar, Y.P. Kahya.
    Exploring an optimal vector autoregressive model for multi-channel pulmonary sound data.
    Computer Methods and Programs in Biomedicine, 111(3):550-560, Sep 2013.

  • C. Mermer, M. Saraclar, R. Sarikaya.
    Improving Statistical Machine Translation Using Bayesian Word Alignment and Gibbs Sampling.
    IEEE Transactions on Audio, Speech and Language Processing, 21(5):1090-1101, May 2013.

  • C. Demir, M. Saraclar, A.T. Cemgil.
    Single-Channel Speech-Music Separation for Robust ASR With Mixture Models.
    IEEE Transactions on Audio, Speech and Language Processing, 21(4):725-736, Apr 2013.

  • E. Dikici, M. Semerci, M. Saraclar and E. Alpaydin.
    Classification and Ranking Approaches to Discriminative Language Modeling for ASR.
    IEEE Transactions on Audio, Speech and Language Processing, 21(2):291-300, Feb 2013.

  • H. Sak, T. Gungor, and M. Saraclar.
    Morpholexical and Discriminative Language Models for Turkish Automatic Speech Recognition.
    IEEE Transactions on Audio, Speech and Language Processing, 20(8):2341-2351, Oct 2012.

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

  • E. Arisoy, M. Saraclar, B. Roark, I. Shafran.
    Discriminative Language Modeling with Linguistic and Statistically Derived Features.
    IEEE Transactions on Audio, Speech and Language Processing, 20(2):540-550, Feb 2012.

  • D. Can and M. Saraclar.
    Lattice Indexing for Spoken Term Detection.
    IEEE Transactions on Audio, Speech and Language Processing, 19(8):2338-2347, Nov 2011.

  • M. Hruz, P. Campr, E. Dikici, A. Kindiroglu, Z. Krnoul, A. Ronzhin, H. Sak, D. Schorno, H. Yalcin, L. Akarun, O. Aran, A. Karpov, M. Saraclar, M. Zelezny.
    Automatic Fingersign-to-Speech Translation System.
    Journal on Multimodal User Interfaces, 4(2):61-79, 2011.

  • H. Sak, T. Gungor and M. Saraclar.
    Resources for Turkish Morphological Processing.
    Language Resources and Evaluation, 45(2):249-261, May 2011.

  • E. Arisoy, D. Can, S. Parlak, H. Sak, M. Saraclar.
    Turkish Broadcast News Transcription and Retrieval.
    IEEE Transactions on Audio, Speech and Language Processing, 17(5):874-883, July 2009.

  • E. Arisoy and M. Saraclar.
    Dynamic Vocabulary Adaptation for LVCSR of Turkish.
    IEEE Transactions on Audio, Speech and Language Processing, 17(1):163-173, Jan 2009.

  • O. Aran, I. Ari, L. Akarun, P. Campr, M. Hruz, E. Dikici, S. Parlak, M. Saraclar.
    Speech and Sliding Text Aided Sign Retrieval from Hearing Impaired Sign News Videos.
    Journal on Multimodal User Interfaces, 2(2):117-131, Sep 2008.

  • C. Chelba, T.J. Hazen, and M. Saraclar.
    Retrieval and Browsing of Spoken Content.
    IEEE Signal Processing Magazine, 25(3):39-49, May 2008.

  • M. Creutz, T. Hirsimaki, M. Kurimo, A. Puurula, J. Pylkkonen, V. Siivola, M. Varjokallio, E. Arisoy, M. Saraclar, and A. Stolcke.
    Morph-Based Speech Recognition and Modeling of Out-of-Vocabulary Words Across Languages.
    ACM Transactions on Speech and Language Processing, 5.1 Article 3, December 2007.

  • B. Roark, M. Saraclar, and M. Collins.
    Discriminative n-gram language modeling.
    Computer Speech and Language, 21(2):373-392, April 2007.

  • M. Saraclar and B. Roark.
    Utterance classification with discriminative language modeling.
    Speech Communication, 48(3-4):276-287, March-April 2006.

  • M. Saraclar and S. Khudanpur.
    Pronunciation change in conversational speech and its implications for automatic speech recognition.
    Computer Speech and Language, 18(4):375-395, October 2004.

  • M. Saraclar, H. Nock, and S. Khudanpur.
    Pronunciation modeling by sharing gaussian densities across phonetic models.
    Computer Speech and Language, 14(2):137-160, April 2000.

  • M. Riley, W. Byrne, M. Finke, S. Khudanpur, A. Ljolje, J. McDonough, H. Nock, M. Saraclar, C. Wooters, and G. Zavaliagkos.
    Stochastic pronunciation modelling from hand-labelled phonetic corpora.
    Speech Communication, 29(2-4):209-224, November 1999.