Larry P. Heck
- Research Area(s)
- Machine Intelligence
- Natural Language Processing
Co-Authors
Google Publications
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Contextual LSTM: A Step towards Hierarchical Language Modeling
Shalini Ghosh, Oriol Vinyals, Brian Strope, Scott Roy, Tom Dean, Larry Heck
Workshop on Large-scale Deep Learning for Data Mining - KDD (2016) (to appear)
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Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding
Grégoire Mesnil, Yann Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry Heck, Gokhan Tur, Dong Yu, Geoffrey Zweig
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23 (2015), pp. 530-539
Previous Publications
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A variational Bayesian model for user intent detection
Yangfeng Ji, Dilek Z. Hakkani-Tür, Asli Çelikyilmaz, Larry P. Heck, Gökhan Tür
ICASSP (2014), pp. 4072-4076
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Extending domain coverage of language understanding systems via intent transfer between domains using knowledge graphs and search query click logs
Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gökhan Tür, Dilek Z. Hakkani-Tür, Larry P. Heck
ICASSP (2014), pp. 4067-4071
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Leveraging semantic web search and browse sessions for multi-turn spoken dialog systems
Lu Wang, Larry P. Heck, Dilek Z. Hakkani-Tür
ICASSP (2014), pp. 4082-4086
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Speaker verification based processing for robust ASR in co-channel speech scenarios
Seyed Omid Sadjadi, Larry P. Heck
ICASSP (2014), pp. 1774-1778
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Zero-Shot Learning and Clustering for Semantic Utterance Classification
Yann N. Dauphin, Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
CoRR, vol. abs/1401.0509 (2014)
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A weakly-supervised approach for discovering new user intents from search query logs
Dilek Hakkani-Tür, Asli Çelikyilmaz, Larry P. Heck, Gökhan Tür
INTERSPEECH (2013), pp. 3780-3784
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Leveraging knowledge graphs for web-scale unsupervised semantic parsing
Larry P. Heck, Dilek Hakkani-Tür, Gökhan Tür
INTERSPEECH (2013), pp. 1594-1598
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Multi-Modal Conversational Search and Browse
Larry P. Heck, Dilek Hakkani-Tür, Madhu Chinthakunta, Gökhan Tür, Rukmini Iyer, Partha Parthasarathy, Lisa Stifelman, Elizabeth Shriberg, Ashley Fidler
SLAM@INTERSPEECH (2013), pp. 96-101
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Using a knowledge graph and query click logs for unsupervised learning of relation detection
Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür
ICASSP (2013), pp. 8327-8331
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A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System
Dilek Z. Hakkani-Tür, Gökhan Tür, Larry P. Heck, Ashley Fidler, Asli Çelikyilmaz
INTERSPEECH (2012)
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Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing
Gökhan Tür, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry P. Heck
INTERSPEECH (2012)
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Exploiting the Semantic Web for unsupervised spoken language understanding
Larry P. Heck, Dilek Hakkani-Tür
SLT (2012), pp. 228-233
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Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog
Elizabeth Shriberg, Andreas Stolcke, Dilek Z. Hakkani-Tür, Larry P. Heck
INTERSPEECH (2012)
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Translating natural language utterances to search queries for SLU domain detection using query click logs
Dilek Hakkani-Tür, Gökhan Tür, Rukmini Iyer, Larry P. Heck
ICASSP (2012), pp. 4953-4956
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Bootstrapping Domain Detection Using Query Click Logs for New Domains
Dilek Z. Hakkani-Tür, Gökhan Tür, Larry P. Heck, Elizabeth Shriberg
INTERSPEECH (2011), pp. 709-712
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Employing web search query click logs for multi-domain spoken language understanding
Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck, Asli Çelikyilmaz, Ashley Fidler, Dustin Hillard, Rukmini Iyer, Sarangarajan Parthasarathy
ASRU (2011), pp. 419-424
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Exploiting query click logs for utterance domain detection in spoken language understanding
Dilek Hakkani-Tür, Larry P. Heck, Gökhan Tür
ICASSP (2011), pp. 5636-5639
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Research Challenges and Opportunities in Mobile Applications [DSP Education]
Dilek Hakkani-Tür, Gökhan Tür, Larry P. Heck
IEEE Signal Process. Mag., vol. 28 (2011), pp. 108-110
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Sentence simplification for spoken language understanding
Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck, Sarangarajan Parthasarathy
ICASSP (2011), pp. 5628-5631
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What is left to be understood in ATIS?
Gökhan Tür, Dilek Hakkani-Tür, Larry P. Heck
SLT (2010), pp. 19-24
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Trada: tree based ranking function adaptation
Keke Chen, Rongqing Lu, C. K. Wong, Gordon Sun, Larry P. Heck, Belle L. Tseng
CIKM (2008), pp. 1143-1152
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Automatic speech recognition of co-channel speech: integrated speaker and speech recognition approach
Larry P. Heck, Mark Z. Mao
INTERSPEECH (2004)
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Study on the effect of lexical mismatch in text-dependent speaker verification
Daniel Boies, Matthieu Hébert, Larry P. Heck
Odyssey (2004), pp. 135-140
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Phonetic class-based speaker verification
Matthieu Hébert, Larry P. Heck
INTERSPEECH (2003)
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An adaptive speaker verification system with speaker dependent a priori decision thresholds
Nikki Mirghafori, Larry P. Heck
INTERSPEECH (2002)
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Combining speaker and speech recognition systems
Larry P. Heck, Dominique Genoud
INTERSPEECH (2002)
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Integrating speaker and speech recognizers: Automatic identity claim capture for speaker verification
Larry P. Heck, Dominique Genoud
Odyssey (2001), pp. 249-254
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A model-based transformational approach to robust speaker recognition
Remco Teunen, Ben Shahshahani, Larry P. Heck
INTERSPEECH (2000), pp. 495-498
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Multiple Speaker Tracking and Detection: Handset Normalization and Duration Scoring
M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub
Digital Signal Processing, vol. 10 (2000), pp. 133-142
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On-line unsupervised adaptation in speaker verification
Larry P. Heck, Nikki Mirghafori
INTERSPEECH (2000), pp. 454-457
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Robustness to telephone handset distortion in speaker recognition by discriminative feature design
Larry P. Heck, Yochai Konig, M. Kemal Sönmez, Mitch Weintraub
Speech Communication, vol. 31 (2000), pp. 181-192
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Robust Text-Independent Speaker Identification over Telephone Channels
Hema Murthy, Francoise Beaufays, Larry Heck
IEEE Trans. on Speech and Audio Processing, vol. 7 (1999)
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Speaker tracking and detection with multiple speakers
M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub
EUROSPEECH (1999)
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Modeling dynamic prosodic variation for speaker verification
M. Kemal Sönmez, Elizabeth Shriberg, Larry P. Heck, Mitchel Weintraub
ICSLP (1998)
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A Speaker Identification Agent
Luc E. Julia, Larry P. Heck, Adam Cheyer
AVBPA (1997), pp. 261-266
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A lognormal tied mixture model of pitch for prosody based speaker recognition
M. Kemal Sönmez, Larry P. Heck, Mitchel Weintraub, Elizabeth Shriberg
EUROSPEECH (1997)
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Acoustic clustering and adaptation for robust speech recognition
Larry P. Heck, Ananth Sankar
EUROSPEECH (1997)
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Feature Extraction for Speaker Identification
Hema Murthy, Francoise Beaufays, Larry Heck, Mitchel Weintraub
Proc. Signal Processing, Communications and Networking (1997)
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Handset-dependent background models for robust text-independent speaker recognition
Larry P. Heck, Mitch Weintraub
ICASSP (1997), pp. 1071-1074
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Optimal interpolation of structural responses for active noise control
Larry P. Heck, Koorosh Naghshineh
IEEE Transactions on Speech and Audio Processing, vol. 5 (1997), pp. 560-565
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Automated placement of transducers for active noise control: performance measures
Julia A. Olkin, Larry P. Heck, Koorosh Naghshineh
ICASSP (1996), pp. 969-972
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Selection of observations in signal reconstruction
Stanley J. Reeves, Larry P. Heck
IEEE Transactions on Signal Processing, vol. 43 (1995), pp. 788-791





