Ebru Arısoy

Publications by Year

Research Areas

Natural Language Processing Techniques, Speech Recognition and Synthesis, Topic Modeling, Speech and dialogue systems, Speech and Audio Processing

Most-Cited Works

• → Low-rank matrix factorization for Deep Neural Network training with high-dimensional output targets(2013)599 cited
• Deep Neural Network Language Models(2012)
• → Morph-based speech recognition and modeling of out-of-vocabulary words across languages(2007)127 cited
• → Turkish Broadcast News Transcription and Retrieval(2009)97 cited
• → Bidirectional recurrent neural network language models for automatic speech recognition(2015)83 cited
• → Unlimited vocabulary speech recognition for agglutinative languages(2006)82 cited
• Proceedings of the NAACL-HLT 2012 Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT(2012)
• → A unified language model for large vocabulary continuous speech recognition of Turkish(2006)37 cited
• → Converting Neural Network Language Models into back-off language models for efficient decoding in automatic speech recognition(2013)37 cited
• Unsupervised segmentation of words into morphemes - Challenge 2005, An Introduction and Evaluation Report(2006)