← Authors

Murat Saraclar

20 papers · 2004–2024 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (13) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (20) 🐝 Cross-Pollinator (10) 💎 Century Club (20) 🚀 Conference Pioneer

Conferences

INTERSPEECH (7) NAACL (6) ACL (5) IJCNLP (1) SEMEVAL (1)

Top co-authors

Bolaji Yusuf (5) Batuhan Gundogdu (4) Ebru Arisoy (3) Brian Roark (3) Alican Gök (2) Haşim Sak (2) Janne Pylkkönen (2) Teemu Hirsimäki (2) Tunga Güngör (2) Mikko Kurimo (2)

Keywords

acoustic unit discovery (3) word embedding (2) speech recognition (2) keyword search (2) vector quantization (1) text regression (1) dynamic time warping (1) temporal analysis (1) siamese neural network (1) convolutional neural network (1) long short-term memory (1) recurrent neural network (1) sparse autoencoder (1) open vocabulary (1) agglutinative language (1) end-to-end model (1) temporal awareness (1) end-to-end keyword search (1) electromagnetic articulography (1) speech articulation (1)

Papers

Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units INTERSPEECH 2024
End-to-End Open Vocabulary Keyword Search INTERSPEECH 2021
Vector Quantized Temporally-Aware Correspondence Sparse Autoencoders for Zero-Resource Acoustic Unit Discovery INTERSPEECH 2020
Temporally-Aware Acoustic Unit Discovery for Zerospeech 2019 Challenge INTERSPEECH 2019
Convolutional Neural Networks for Financial Text Regression ACL 2019
An Empirical Evaluation of DTW Subsampling Methods for Keyword Search INTERSPEECH 2019
BUSEM at SemEval-2017 Task 4A Sentiment Analysis with Word Embedding and Long Short Term Memory RNN Approaches SEMEVAL 2017
Similarity Learning Based Query Modeling for Keyword Search INTERSPEECH 2017
Compositional Neural Network Language Models for Agglutinative Languages INTERSPEECH 2016
Semi-Supervised Discriminative Language Modeling with Out-of-Domain Text Data NAACL 2013
Bayesian Word Alignment for Statistical Machine Translation ACL 2011
A Stochastic Finite-State Morphological Parser for Turkish ACL 2009
Score Distribution Based Term Specific Thresholding for Spoken Term Detection NAACL 2009
A Stochastic Finite-State Morphological Parser for Turkish IJCNLP 2009
Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages NAACL 2007
Unlimited vocabulary speech recognition for agglutinative languages NAACL 2006
Discriminative Syntactic Language Modeling for Speech Recognition ACL 2005
Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm ACL 2004
Lattice-Based Search for Spoken Utterance Retrieval NAACL 2004
Language Model Adaptation with MAP Estimation and the Perceptron Algorithm NAACL 2004