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Murat Saraclar

Murat Saraclar

D-Index & Metrics

Computer Science

D-Index
33
Citations
5197
World Ranking
12601
National Ranking
24

Overview

Murat Saraclar is affiliated with Boğaziçi University in Turkey and has produced research primarily in Computer Science with a focus on Artificial Intelligence, Signal Processing, Pulmonary and Respiratory Medicine, Human-Computer Interaction, and Biomedical Engineering. Their research contributions span several key topics such as Speech Recognition and Synthesis, Music and Audio Processing, Speech and Audio Processing, Hand Gesture Recognition Systems, Human Pose and Action Recognition, Hearing Impairment and Communication, and Speech and Dialogue Systems.

Their publication record includes papers in notable venues including IEEE/ACM Transactions on Audio Speech and Language Processing, arXiv (Cornell University), IEEE Communications Letters, IEEE Transactions on Biomedical Engineering, and the 2022 30th Signal Processing and Communications Applications Conference (SIU).

  • Machine Learning-Based Silent Entity Localization Using Molecular Diffusion (2020, IEEE Communications Letters)
  • Differential Diagnosis of Asthma and COPD Based on Multivariate Pulmonary Sounds Analysis (2021, IEEE Transactions on Biomedical Engineering)
  • Multimodal Representations for Synchronized Speech and Real-Time MRI Video Processing (2021, IEEE/ACM Transactions on Audio Speech and Language Processing)
  • A Hierarchical Subspace Model for Language-Attuned Acoustic Unit Discovery (2020, arXiv (Cornell University))
  • End-to-End Open Vocabulary Keyword Search With Multilingual Neural Representations (2023, IEEE/ACM Transactions on Audio Speech and Language Processing)

Frequent co-authors who have collaborated on multiple publications with Murat Saraclar include Bolaji Yusuf, Jaň Černocký, Öykü Deniz Köse, Lukáš Burget, and Mustafa Can Gürsoy. The most frequent collaborations have been with Bolaji Yusuf and Jaň Černocký.

  • Bolaji Yusuf
  • Jaň Černocký
  • Öykü Deniz Köse
  • Lukáš Burget
  • Mustafa Can Gürsoy

The scientist's multidisciplinary work integrates methods from artificial intelligence and biomedical engineering, advancing fields such as pulmonary sound analysis for differential diagnosis and real-time synchronized speech processing with MRI video. Their contributions also include research on hierarchical acoustic unit discovery and open vocabulary keyword search systems utilizing multilingual neural models.

Best Publications

  • Lattice-Based Search for Spoken Utterance Retrieval

    Murat Saraclar;Richard Sproat

  • Discriminative n-gram language modeling

    Brian Roark;Murat Saraclar;Michael Collins

  • System and Method of Lattice-Based Search for Spoken Utterance Retrieval

    Murat Saraclar;Richard William Sproat

  • Retrieval and browsing of spoken content

    C. Chelba;T.J. Hazen;M. Saraclar

  • Stochastic pronunciation modelling from hand-labelled phonetic corpora

    Michael Riley;William Byrne;Michael Finke;Sanjeev Khudanpur

  • Turkish Language Resources: Morphological Parser, Morphological Disambiguator and Web Corpus

    Haşim Sak;Tunga Güngör;Murat Saraçlar

  • Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm

    Brian Roark;Murat Saraclar;Michael Collins;Mark Johnson

  • Lattice Indexing for Spoken Term Detection

    D. Can;M. Saraclar

  • Morph-based speech recognition and modeling of out-of-vocabulary words across languages

    Mathias Creutz;Teemu Hirsimäki;Mikko Kurimo;Antti Puurula

  • Pronunciation modeling by sharing Gaussian densities across phonetic models

    Murat Saraçlar;Harriet Nock;Sanjeev Khudanpur

  • Turkish Broadcast News Transcription and Retrieval

    E. Arisoy;D. Can;S. Parlak;H. Sak

  • Morphological Disambiguation of Turkish Text with Perceptron Algorithm

    Haşim Sak;Tunga Güngör;Murat Saraçlar

  • General indexation of weighted automata: application to spoken utterance retrieval

    Cyril Allauzen;Mehryar Mohri;Murat Saraclar

  • Discriminative Syntactic Language Modeling for Speech Recognition

    Michael Collins;Brian Roark;Murat Saraclar

  • The AT&T WATSON speech recognizer

    V. Goffin;C. Allauzen;E. Bocchieri;D. Hakkani-Tur

  • Unlimited vocabulary speech recognition for agglutinative languages

    Mikko Kurimo;Antti Puurula;Ebru Arisoy;Vesa Siivola

  • Sub-lexical language models with word level pronunciation lexicons

    Hasim Sak;Murat Saraclar

  • Spoken term detection for Turkish Broadcast News

    S. Parlak;M. Saraclar

  • Corrective language modeling for large vocabulary ASR with the perceptron algorithm

    B. Roark;M. Saraclar;M. Collins

  • Hybrid language models for out of vocabulary word detection in large vocabulary conversational speech recognition

    A. Yazgan;M. Saraclar

  • Resources for Turkish morphological processing

    Haşim Sak;Tunga Güngör;Murat Saraçlar

Frequent Co-Authors

Hasim Sak
Hasim Sak Google (United States)
Brian Roark
Brian Roark Google (United States)
Sanjeev Khudanpur
Sanjeev Khudanpur Johns Hopkins University
Mikko Kurimo
Mikko Kurimo Aalto University
Kenji Sagae
Kenji Sagae University of California, Davis
Lale Akarun
Lale Akarun Boğaziçi University
Philipp Koehn
Philipp Koehn Johns Hopkins University
Michael Riley
Michael Riley Google (United States)
Yuan Cao
Yuan Cao Google (United States)
Chris Callison-Burch
Chris Callison-Burch University of Pennsylvania

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