Larry P. Heck

According to our database1, Larry P. Heck authored at least 72 papers between 1994 and 2018.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2016, "For leadership in applications of machine learning to spoken and text language processing".

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems.
CoRR, 2018

Building a Conversational Agent Overnight with Dialogue Self-Play.
CoRR, 2018

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

(Almost) Zero-Shot Cross-Lingual Spoken Language Understanding.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Scalable Multi-Domain Dialogue State Tracking.
CoRR, 2017

Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning.
CoRR, 2017

End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning.
CoRR, 2017

Learning and Evaluating Musical Features with Deep Autoencoders.
CoRR, 2017

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling.
CoRR, 2017

Improving Frame Semantic Parsing with Hierarchical Dialogue Encoders.
CoRR, 2017

Sequential Dialogue Context Modeling for Spoken Language Understanding.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

The Future of Artificially Intelligent Assistants.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation.
Proceedings of the Interspeech 2017, 2017

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling.
Proceedings of the Interspeech 2017, 2017

A Unit Selection Methodology for Music Generation Using Deep Neural Networks.
Proceedings of the Eighth International Conference on Computational Creativity, 2017

Learning concepts through conversations in spoken dialogue systems.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Scalable multi-domain dialogue state tracking.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Deep Music: Towards Musical Dialogue.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Conversational In-Vehicle Dialog Systems: The past, present, and future.
IEEE Signal Process. Mag., 2016

Leveraging Semantic Web Search and Browse Sessions for Multi-Turn Spoken Dialog Systems.
CoRR, 2016

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding.
CoRR, 2016

Contextual LSTM (CLSTM) models for Large scale NLP tasks.
CoRR, 2016

A Unit Selection Methodology for Music Generation Using Deep Neural Networks.
CoRR, 2016

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding.
Proceedings of the Interspeech 2016, 2016

2015
Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation.
CoRR, 2015

2014
Zero-Shot Learning and Clustering for Semantic Utterance Classification.
CoRR, 2014

Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding.
Proceedings of the INTERSPEECH 2014, 2014

Eye Gaze for Spoken Language Understanding in Multi-modal Conversational Interactions.
Proceedings of the 16th International Conference on Multimodal Interaction, 2014

Leveraging semantic web search and browse sessions for multi-turn spoken dialog systems.
Proceedings of the IEEE International Conference on Acoustics, 2014

Speaker verification based processing for robust ASR in co-channel speech scenarios.
Proceedings of the IEEE International Conference on Acoustics, 2014

A variational Bayesian model for user intent detection.
Proceedings of the IEEE International Conference on Acoustics, 2014

Extending domain coverage of language understanding systems via intent transfer between domains using knowledge graphs and search query click logs.
Proceedings of the IEEE International Conference on Acoustics, 2014

Deep learning of knowledge graph embeddings for semantic parsing of Twitter dialogs.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
Leveraging knowledge graphs for web-scale unsupervised semantic parsing.
Proceedings of the INTERSPEECH 2013, 2013

Multi-Modal Conversational Search and Browse.
Proceedings of the First Workshop on Speech, 2013

A weakly-supervised approach for discovering new user intents from search query logs.
Proceedings of the INTERSPEECH 2013, 2013

Using a knowledge graph and query click logs for unsupervised learning of relation detection.
Proceedings of the IEEE International Conference on Acoustics, 2013

Learning deep structured semantic models for web search using clickthrough data.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Exploiting the Semantic Web for unsupervised spoken language understanding.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing.
Proceedings of the INTERSPEECH 2012, 2012

Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog.
Proceedings of the INTERSPEECH 2012, 2012

A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System.
Proceedings of the INTERSPEECH 2012, 2012

Translating natural language utterances to search queries for SLU domain detection using query click logs.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Research Challenges and Opportunities in Mobile Applications [DSP Education].
IEEE Signal Process. Mag., 2011

Bootstrapping Domain Detection Using Query Click Logs for New Domains.
Proceedings of the INTERSPEECH 2011, 2011

Sentence simplification for spoken language understanding.
Proceedings of the IEEE International Conference on Acoustics, 2011

Exploiting query click logs for utterance domain detection in spoken language understanding.
Proceedings of the IEEE International Conference on Acoustics, 2011

Employing web search query click logs for multi-domain spoken language understanding.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010
What is left to be understood in ATIS?
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

2008
Trada: tree based ranking function adaptation.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2004
Study on the effect of lexical mismatch in text-dependent speaker verification.
Proceedings of the ODYSSEY 2004 - The Speaker and Language Recognition Workshop, Toledo, Spain, May 31, 2004

Automatic speech recognition of co-channel speech: integrated speaker and speech recognition approach.
Proceedings of the INTERSPEECH 2004, 2004

2003
Phonetic class-based speaker verification.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
An adaptive speaker verification system with speaker dependent a priori decision thresholds.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Combining speaker and speech recognition systems.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001
Integrating speaker and speech recognizers: Automatic identity claim capture for speaker verification.
Proceedings of the 2001: A Speaker Odyssey, 2001

2000
Robustness to telephone handset distortion in speaker recognition by discriminative feature design.
Speech Communication, 2000

Multiple Speaker Tracking and Detection: Handset Normalization and Duration Scoring.
Digital Signal Processing, 2000

A model-based transformational approach to robust speaker recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

On-line unsupervised adaptation in speaker verification.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999
Robust text-independent speaker identification over telephone channels.
IEEE Trans. Speech and Audio Processing, 1999

Speaker tracking and detection with multiple speakers.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
Modeling dynamic prosodic variation for speaker verification.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997
Optimal interpolation of structural responses for active noise control.
IEEE Trans. Speech and Audio Processing, 1997

A lognormal tied mixture model of pitch for prosody based speaker recognition.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Acoustic clustering and adaptation for robust speech recognition.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Handset-dependent background models for robust text-independent speaker recognition.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

A Speaker Identification Agent.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1996
Automated placement of transducers for active noise control: performance measures.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Selection of observations in signal reconstruction.
IEEE Trans. Signal Processing, 1995

1994
Gaussian mixture model classifiers for machine monitoring.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994


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