Academic Publications

113. Iris Chin , Soroush Vosoughi, Mathew Goodwin, Deb Roy and Letitia Naigles. (2014). How the Speechome Recorder can change our understanding of developmental trajectories. Poster presented at the 13th International Congress for the Study of Child Language. Amsterdam, The Netherlands. pdf

112. Iris Chin, Soroush Vosoughi, Mathew Goodwin, Deb Roy and Letitia Naigles. (2013). Dense Data Collection Through the Speechome Recorder Better Reveals Developmental Trajectories. In the Extended Abstract of the International Meeting for Autism Research (IMFAR) 2013. San Sebastián, Spain. pdf

111. Iris Chin, Soroush Vosoughi, Emily Potrzeba, Mathew Goodwin, Deb Roy and Letitia Naigles. (2013). Verb use in a child previously diagnosed with ASD: Dense recordings reveal typical and atypical development. In the Extended Abstract of the Biennial Meeting of the Society for Research in Child Development (SRCD) 2013. Seattle, Washington. pdf

110. Soroush Vosoughi, Matthew S. Goodwin, Bill Washabaugh, and Deb Roy. (2012). A portable audio/video recorder for longitudinal study of child development. In Proceedings of the 14th ACM International Conference on Multimodal Interaction (ICMI ’12). ACM, New York, NY, USA, 193-200. pdf

109. Jeff Orkin and Deb Roy. (2012). Understanding Speech in Interactive Narratives with Crowdsourced Data. Proceedings of the Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE). pdf

108. Soroush Vosoughi and Deb Roy. (2012). An Automatic Child-Directed Speech Detector for the Study of Child Language Development. Proceedings of Interspeech 2012. Portland, Oregon. pdf

107. Brandon C. Roy, Michael C. Frank, and Deb Roy. (2012). Relating Activity Contexts to Early Word Learning in Dense Longitudinal Data. Proceedings of the 34th Annual Meeting of the Cognitive Science Society. Sapporo, Japan. pdf

106. Soroush Vosoughi and Deb Roy. (2012). A longitudinal study of prosodic exaggeration in child-directed speech. Proceedings of the 6th International Conference on Speech Prosody. Shanghai, China. pdf

105. Iris Chin, Devin Rubin, Andrea Tovar, Soroush Vosoughi, Michelle Cheng, Emily Potrzeba, Mathew Goodwin, Deb Roy, Letitia Naigles. (2012). Dense Recordings of Naturalistic Interactions Reveal both Typical and Atypical Speech in One Child with ASD. Proceedings of the International Meeting for Autism Research (IMFAR). Toronto, Canada. pdf

104. Hilke Reckman, Jeff Orkin and Deb Roy. (2011). Extracting aspects of determiner meaning from dialogue in a virtual world environment. Proceedings of the International Conference on Computational Semantics (IWCS). Oxford, England. pdf

103. Philipp Robbel and Deb Roy. (2010). Exploiting Feature Dynamics for Active Object Recognition. Proceedings of the 11th International Conference on Control, Automation, Robotics and Vision (ICARCV 2010). Singapore. pdf

102. Stefanie Tellex, Thomas Kollar, George Shaw, Nicholas Roy and Deb Roy. (2010). Grounding Spatial Language for Video Search. Proceedings of the Twelfth International Conference on Multimodal Interfaces (ICMI). Beijing, China. pdf Best Student Paper Award

101. Philip DeCamp, George Shaw, Rony Kubat and Deb Roy. (2010). An Immersive System for Browsing and Visualizing Surveillance Video. Proceedings of ACM Multimedia 2010. Florence, Italy. In press. pdf

100. Albert Huang, Stefanie Tellex, Abraham Bachrach, Thomas Kollar, Deb Roy, and Nick Roy. (2010). Natural Language Command of an Autonomous Micro-Air Vehicle. Proceedings of the International Conference on Intelligent Robots and Systems (IROS). Taipei, Taiwan. pdf

99. Meredith Meyer, Philip DeCamp, Bridgette Hard, Dare Baldwin and Deb Roy. (2010). Assessing Behavioral and Computational Approaches to Naturalistic Action Segmentation. Proceedings of the 32nd Annual Cognitive Science Conference. Portland, Oregon. pdf

98. Brandon C. Roy, Soroush Vosoughi, and Deb Roy. (2010). Automatic Estimation of Transcription Accuracy and Difficulty. Proceedings of Interspeech 2010. Makuhari, Japan. pdf

97. Hilke Reckman, Jeff Orkin and Deb Roy. (2010). Learning meanings of words and constructions, grounded in a virtual game. Proceedings of the 10th Conference on Natural Language Processing (KONVENS). Saarbrücken, Germany. pdf

96. Soroush Vosoughi, Brandon C. Roy, Michael C. Frank, and Deb Roy. (2010). Contributions of Prosodic and Distributional Features of Caregivers’ Speech in Early Word Learning. Proceedings of the 32nd Annual Cognitive Science Conference. Portland, OR. pdf

95. Jeff Orkin, Tynan Smith, Hilke Reckman, and Deb Roy. (2010). Semi-Automatic Task Recognition for Interactive Narratives with EAT & RUN. Proceedings of the 3rd Intelligent Narrative Technologies Workshop at the 5th International Conference on Foundations of Digital Games (FDG). Monterey, CA. pdf

94. Jeff Orkin and Deb Roy. (2010). Semi-Automated Dialogue Act Classification for Situated Social Agents in Games. Proceedings of the Agents for Games & Simulations Workshop at the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). Toronto, Canada. pdf

93. Soroush Vosoughi, Brandon C. Roy, Michael C. Frank, and Deb Roy. (2010). Effects of Caregiver Prosody on Child Language Acquisition. Proceedings of the 5th International Conference on Speech Prosody. Chicago, IL. pdf

92. Thomas Kollar, Stefanie Tellex, Deb Roy, and Nick Roy. (2010). Toward Understanding Natural Language Directions. Proceedings of Human Robot Interaction Conference 2010 (HRI-2010). Osaka, Japan. pdf

91. Stefanie Tellex and Deb Roy. (2009). Grounding Spatial Prepositions for Video Search. Proceedings of the Eleventh International Conference on Multimodal Interfaces (ICMI-2009). Cambridge, MA. pdf

90. Deb Roy. (2009). New Horizons in the Study of Child Language Acquisition. Proceedings of Interspeech 2009. Brighton, England. pdf

89. Brandon C. Roy and Deb Roy. (2009). Fast transcription of unstructured audio recordings. Proceedings of Interspeech 2009. Brighton, England. pdf

88. Brandon C. Roy, Michael C. Frank and Deb Roy. (2009). Exploring word learning in a high-density longitudinal corpus. Proceedings of the 31st Annual Meeting of the Cognitive Science Society. Amsterdam, Netherlands. pdf

87. Rony Kubat, Daniel Mirman and Deb Roy. (2009). Semantic context effects on color categorization. Proceedings of the 31st Annual Cognitive Science Society Meeting. Amsterdam, Netherlands. pdf

86. Philip DeCamp and Deb Roy. (2009). A Human-Machine Collaborative Approach to Tracking Human Movement in Multi-Camera Video. Proceedings of the 2009 International Conference on Content-based Image and Video Retrieval (CIVR). Santorini, Greece. pdf

85. Stefanie Tellex and Deb Roy. (2009). Towards Surveillance Video Search by Natural Language Query. Proceedings of the ACM International Conference on Image and Video Retrieval. Santorini, Greece. pdf

84. David Lazer, Alex Pentland, Lada Adamic, Sinan Aral, Albert-László Barabási, Devon Brewer, Nicholas Christakis, Noshir Contractor, James Fowler, Myron Gutmann, Tony Jebara, Gary King, Michael Macy, Deb Roy, and Marshall Van Alstyne. (6 February 2009). Computational Social Science. Science, 323(5915), 721. [DOI: 10.1126/science.1167742] pdf

83. Jeff Orkin and Deb Roy. (2009). Automatic Learning and Generation of Social Behavior from Collective Human Gameplay. Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). Budapest, Hungary. pdf

82. Deb Roy. (2008). A Mechanistic Model of Three Facets of Meaning. Symbols, Embodiment, and Meaning, de Vega, Glenberg, and Graesser, eds. pdf

81. Michael Fleischman and Deb Roy. (2008). Grounded Language Modeling for Automatic Speech Recognition of Sports Video. Proceedings of ACL-08: HLT, Columbus, OH, pages 121-129. pdf

80. Kai-yuh Hsiao, Stefanie Tellex, Soroush Vosoughi, Rony Kubat, Deb Roy. (2008). Object schemas for grounding language in a responsive robot. Connection Science 20(4): 253-276. pdf

79. Kai-yuh Hsiao, Soroush Vosoughi, Stefanie Tellex, Rony Kubat, Deb Roy. (2008). Object Schemas for Responsive Robotic Language Use. Proceedings of the 3rd ACM/IEEE International Conference on Human-Robot Interaction, pages 233-240. pdf

78. Stefanie Tellex and Deb Roy. (2007). Grounding Language in Spatial Routines. AAAI Spring Symposia on Control Mechanisms for Spatial Knowledge Processing in Cognitive / Intelligent Systems. pdf

77. Michael Levit and Deb Roy. (2007). Interpretation of Spatial Language in a Map Navigation Task. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 37(3): 667-679. pdf

76. Michael Fleischman and Deb Roy. (2007). Representing Intentions in a Cognitive Model of Language Acquisition: Effects of Phrase Structure on Situated Verb Learning. AAAI Spring Symposia on Intentions in Intelligent Systems. pdf

75. Jeff Orkin and Deb Roy. (2007). The Restaurant Game: Learning Social Behavior and Language from Thousands of Players Online. Journal of Game Development, 3(1): 39-60. pdf

74. Peter Gorniak and Deb Roy. (2007). Situated Language Understanding as Filtering Perceived Affordances. Cognitive Science, 31(2): 197-231. pdf

73. Michael Fleischman and Deb Roy. (2007). Situated Models of Meaning for Sports Video Retrieval. HLT/ACL 2007, Rochester, NY. pdf

72. Michael Fleischman, Brandon Roy and Deb Roy. (2007). Temporal Feature Induction for Baseball Highlight Classification. ACM Multimedia Conference, Augsburg, Germany, pages 333-336 . pdf

71. Rony Kubat, Philip DeCamp, Brandon Roy, and Deb Roy. (2007). TotalRecall: Visualization and Semi-Automatic Annotation of Very Large Audio-Visual Corpora. Ninth International Conference on Multimodal Interfaces (ICMI 2007). pdf

70. Michael Fleischman, Deb Roy. (2007). Unsupervised Content-Based Indexing of Sports Video. 9th ACM Workshop on Multimedia Information Retrieval (MIR), Augsburg, Germany, pages 87-94. pdf

69. Michael Fleischman, Humberto Evans, Deb Roy. (2007). Unsupervised Content-Based Indexing of Sports Video Retrieval. 9th ACM Workshop on Multimedia Information Retrieval (MIR), Augsburg, Germany, pages 473-474. pdf

68. Nikolaos Mavridis and Deb Roy. (2006). Grounded Situation Models for Robots: Where Words and Percepts Meet. Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 6 pages. pdf

67. Deb Roy, Rupal Patel, Philip DeCamp, Rony Kubat, Michael Fleischman, Brandon Roy, Nikolaos Mavridis, Stefanie Tellex, Alexia Salata, Jethran Guiness, Michael Levit, Peter Gorniak. (2006). The Human Speechome Project. Twenty-eighth Annual Meeting of the Cognitive Science Society. 6 pages. pdf

66. Michael Fleischman, Philip DeCamp, and Deb Roy. (2006). Mining Temporal Patterns of Movement for Video Content Classification. Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, pages 183-192. pdf

65. Dong Zhang, Daniel Gatica-Perez, Deb Roy, Samy Bengio. (2006). Modeling Interactions from Email Communication. IEEE International Conference on Multimedia & Expo (ICME), pages 2037-2040. pdf

64. Peter Gorniak, Deb Roy. (2006). Perceived Affordances as a Substrate for Linguistic Concepts. Twenty-eighth Annual Meeting of the Cognitive Science Society, 6 pages. pdf

63. Stefanie Tellex, Deb Roy. (2006). Spatial Routines for a Simulated Speech-Controlled Vehicle. Proceedings of Human Robot Interaction Conference, pages 156-163. pdf

62. Peter Gorniak, Jeff Orkin, and Deb Roy. (2006). Speech, Space and Purpose: Situated Language Understanding in Computer Games. Twenty-eighth Annual Meeting of the Cognitive Science Society Workshop on Computer Games. pdf

61. Kai-yuh Hsiao and Deb Roy. (2005). A Habit System for an Interactive Robot. Proceedings of the AAAI Fall Symposium 2005: From Reactive to Anticipatory Cognitive Embodied Systems. pdf

60. Deb Roy and Ehud Reiter. (2005). Connecting language to the world. Artificial Intelligence, 167(1-2): 1-12. pdf

59. Philip DeCamp, Amber Frid-Jimenez, Jethran Guiness, Deb Roy (2005). Gist Icons: Seeing Meaning in Large Bodies of Literature. IEEE Information Visualization 2005 Conference, 2 pages. pdf

58. Nick Mavridis and Deb Roy. (2005). Grounded Situation Models for Robots: Bridging language, Perception, and Action. AAAI Workshop on Modular Construction of Human-Like Intelligence, pages 32-39. pdf

57. Deb Roy. (2005). Grounding words in perception and action: computational insights. TRENDS in Cognitive Sciences, 9(8): 389-96. pdf

56. Michael Fleischman and Deb Roy (2005). Intentional Context in Situated Language Learning. Proceedings of the 9th Conference on Computational Natural Language Learning, 8 pages. pdf

55. Dong Zhang, Daniel Gatica-Perez, Samy Bengio, Deb Roy. (2005). Learning Influence among Interacting Markov Chains. Neural Information Processing Systems (NIPS). pdf

54. Kai-yuh Hsiao, Peter Gorniak, and Deb Roy. (2005). NetP: A Network API for Building Heterogeneous Modular Intelligent Systems. AAAI 2005 Workshop in Modular Construction of Human-Like Intelligence. pdf

53. Peter Gorniak and Deb Roy (2005). Probabilistic Grounding of Situated Speech using Plan Recognition and Reference Resolution. Proceedings of the 7th International Conference on Multimodal Interfaces, pages 138-143. Best Paper Award. pdf

52. Deb Roy. (2005). Semiotic Schemas: A Framework for Grounding Language in the Action and Perception. Artificial Intelligence, 167(1-2): 170-205. pdf

51. Peter Gorniak and Deb Roy (2005). Speaking with your Sidekick: Understanding Situated Speech in Computer Role Playing Games. Proceedings of Artificial Intelligence and Interactive Digital Entertainment, pages 57-62. pdf

50. Deb Roy and Niloy Mukherjee (2005). Towards Situated Speech Understanding: Visual Context Priming of Language Models. Computer Speech and Language, 19(2): 227-248. pdf

49. Michael Fleischman and Deb Roy. (2005). Why are verbs harder to learner than nouns? Initial insights from a computational model of situated word learning. Proceedings of the 27th Annual Meeting of the Cognitive Science Society, 6 pages. pdf

48. Deb Roy. (2004). 10x: Human-machine symbiosis. BT Technology Journal, 22(4). pdf

47. RW Picard, S Papert, W Bender, B Blumberg, C Breazel, D Cavallo, T Machover, M Resnick, D Roy and C Strohecker. (2004). Affective Learning – a manifesto. BT Technology Journal, 22(4). pdf

46. Rupal Patel, Sam Pilato, and Deb Roy. (2004). Beyond Linear Syntax: An Image-Oriented Communication Aid. Journal of Assistive Technology Outcomes and Benefits, 1(1): 57-66. pdf

45. Peter Gorniak, Deb Roy. (2004). BISHOP|BLENDER: Spatially Grounded Language Understanding in 3D Modelling Software. Proceedings of the NAACL 2004, Boston, MA. pdf

44. Joshua Juster and Deb Roy. (2004). Elvis: Situated Speech and Gesture Understanding for a Robotic Chandilier. Proceedings of the International Conference Multimodal Interfaces, pages 90-96. pdf

43. Peter Gorniak and Deb Roy. (2004). Grounded Semantic Composition for Visual Scenes. Journal of Artificial Intelligence Research, 21: 429-470. pdf

42. Deb Roy, Kai-Yuh Hsiao, and Nikolaos Mavridis. (2004). Mental Imagery for a Conversational Robot. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 34(3): 1374-1383. pdf

41. Deb Roy, Yair Ghitza, Jeff Bartelma, and Charlie Kehoe. (2004). Visual Memory Augmentation: Using Eye Gaze as an Attention Filter. Proceedings of the IEEE International Symposium on Wearable Computers, pages 128-131. pdf

40. Niloy Mukherjee, Deb Roy. (2003). A Visual Context-Aware Multimodal System for Spoken Language Processing. Proceedings from Eurospeech, Geneva, 4 pages. pdf

39. Peter Gorniak and Deb Roy. (2003). A Visually Grounded Natural Language Interface for Reference to Spatial Scenes. Proceedings of the 5th International Conference on Multimodal Interfaces, Vancouver, pages 219-226. pdf

38. Peter Gorniak and Deb Roy. (2003). Augmenting Interfaces with Adaptive Speech Commands. Proceedings of the 5th International Conference on Multimodal Interfaces, Vancouver, pages 176-179. pdf

37. Deb Roy, Kai-Yuh Hsiao and Nikolaos Mavridis. (2003). Conversational Robots: Building Blocks for Grounding Word Meaning. Proceedings of the HLT-NAACL Workshop on Learning Word Meaning from Non-Linguistic Data, pages 70-77. pdf

36. Kai-yuh Hsiao, Nikolaos Mavridis, Deb Roy. (2003). Coupling Perception and Simulation: Steps Towards Conversational Robotics. Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems, pages 928-933 . pdf

35. Deb Roy. (2003). Grounded Spoken Language Acquisition: Experiments in Word Learning. IEEE Transactions on Multimedia, 5(2): 197-209. pdf

34. Brian Whitman, Deb Roy, Barry Vercoe. (2003). Learning Word Meanings and Descriptive Parameter Spaces from Music. Proceedings of the HLT-NAACL 2003 workshop on Learning Word Meaning from Non-Linguistic Data, pages 92-99 . pdf

33. Deb Roy. (2003). On Grounding the Content of Language. AAAI. pdf

32. Peter Gorniak, Deb Roy. (2003). Understanding Complex Visually Referring Utterances. Proceedings of the HLT-NAACL 2003 Workshop on Learning word meaning from non-linguistic data, Volume 6, pages 14-21. pdf

31. Ewa Dominowska, Deb Roy, Rupal Patel. (2002). An Adaptive Context-Sensitive Communication Aid. Proceedings of the CSUN’s 17th International Conference on Technology and Persons with Disabilities. pdf

30. Deb Roy, Peter Gorniak, Niloy Mukherjee, and Josh Juster. (2002). A Trainable Spoken Language Understanding System for Visual Object Selection. Proceedings of the 7th International Conference of Spoken Language Processing, Denver, Colorado, pages 593-596. pdf

29. Deb Roy. (2002). A Trainable Visually-Grounded Spoken Language Generation System. Proceedings of the International Conference of Spoken Language Processing. pdf

28. Deb Roy, Kai-Yuh Hsiao, Peter Gorniak, and Niloy Mukherjee. (2002). Grounding Natural Spoken Language Semantics in Visual Perception and Motor Control. AAAI Technical Report, 8 pages. pdf

27. Deb Roy. (2002). Learning Visually-Grounded Words and Syntax for a Scene Description Task.

Computer Speech and Language, 16(3-4): 353-385. pdf

26. Deb Roy. (2002). Learning Visually Grounded Words and Syntax of Natural Spoken Language. Evolution of Communication. 4(1). pdf

25. Deb Roy and Alex Pentland. (2002). Learning Words from Sights and Sounds: a computational model. Cognitive Science, 26(1): 113-146. pdf

24. Deb Roy. (2002). Towards Visually-Grounded Spoken Language Acquisition. Proceedings of the 4th IEEE ICMI, pages 105-110. pdf

23. Deb Roy. (2001). Situation-Aware Spoken Language Processing. Royal Institute of Acoustics Workshop on Innovation in Speech Processing, Stratford-upon-Avon, England. pdf

22. Fred Cummins, Deb Roy. (2001). Using Synchronous Speech to Minimize Variability. In Proceedings of the Institute of Acoustics, 23(3): 201-206, Stratford-upon-Avon. pdf

21. Deb Roy. (2000). A computational model of word learning from multimodal sensory input. International conference of Cognitive Modeling, Groningen, Netherlands. pdf

20. Deb Roy. (2000). Grounded Speech Communication. Proceedings of the 6th International Conference on Spoken Language Processing. Volume 4, pages 69-72. pdf

19. Deb Roy. (2000). Integration of Speech and Vision using Mutual Information. IEEE International Conference on Acoustics, Speech and Signal Processing, Volume 6, pages 2369-2372. pdf

18. Deb Roy. (2000). Learning from Multimodal Observations. IEEE International Conference on Multimedia and Expo (ICME), New York, NY, (Invited paper), Volume 1, pages 579-582. pdf

17. Rupal Patel and Deb Roy. (1999). Adaptive spoken communication aids. Proceedings of the American Speech and Hearing Association annual Conference, San Francisco, CA. pdf

16. Deb Roy, Bernt Schiele, and Alex Pentland. (1999). Learning Audio-Visual Associations using Mutual Information. Proceedings of International Workshop on Integrating Speech and Image Understanding, Corfu, Greece, pages 147-163. pdf

15. Deb Roy and Alex Pentland. (1998). A Phoneme Probability Display for Individuals with Hearing Disabilities. Proceedings of the 3rd International ACM Conference on Assistive Technologies, pages 165-168. pdf

14. Deb Roy and Alex Pentland. (1998). Learning Audio-Visually Grounded Words from Natural Input. AAAI workshop on The Grounding of Word Meaning: Data and Models, Madison, WI. pdf

13. Deb Roy and Alex Pentland. (1998). Multimodal Adaptive Interfaces. AAAI Spring Symposium on Intelligent Environments. Technical Report SS-98-02. pdf

12. Deb Roy and Alex Pentland. (1998). Learning Words from Audio-Visual Input. Proceedings of the 5th International Conference on Spoken Language Processing, Sydney, Australia. Volume 4, page 1279. pdf

11. Rupal Patel and Deb Roy. (1998). Teachable Interfaces for Individuals with Dysarthric Speech and Severe Physical Disabilities. AAAI workshop on Integrating Artificial Intelligence and Assistive Technology, Madison, WI. pdf

10. Deb Roy and Alex Pentland. (1998). Word Learning in a Multimodal Environment. ICASSP, Seattle, WA, Volume 6, pages 3761-3764. pdf

9. Deb Roy and Carl Malamud. (1997). Speaker Identification Based Text to Audio Alignment for an Audio Retrieval System. Proceedings of the International Conference of Acoustics, Speech and Signal Processing, Munich, Volume 2, pages 1099-1103. pdf

8. Deb Roy. (1997). Speaker Indexing Using Neural Network Clustering of Vowel Spectra. International Journal of Speech Technology, 1(2): 143-149. pdf

7. Deb Roy, Michal Hlavac, Marina Umaschi, Tony Jebara, Justine Cassell and Alex Pentland. (1997). Toco the Toucan: A Synthetic Character Guided by Perception, Emotion, and Story. Visual Proceedings of Siggraph, Page 66. pdf

6. Deb Roy and Alex Pentland. (1996). Automatic Spoken Affect Analysis and Classification. Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition, Killington, VT, pages 363-368. pdf

5. Deb Roy and Chris Schmandt. (1996). NewsComm: A Hand-Held Interface for Interactive Access to Structured Audio. ACM Conference on Computer Human Interaction, Vancouver. pdf

4. Chris Schmandt and Deb Roy. (1996). Using acoustic structure in a hand-held audio playback device. IBM Systems Journal, 35(3-4): 453-472. pdf

3. Deb Roy. (1995). Speaker Indexing Using Neural Network Clustering of Vowel Spectra. International Journal of Speech Technology 1(2): 143-149. pdf

2. B.N. Chodirker, D. Roy, C.R. Greenberg, M. Cheang, J.A. Evans, and M.H. Reed. (1991). Computer assisted analysis of hand radiographs in infantile hypophosphatasia carriers. Pediatric Radiology, Volume 21, pages 216-219. pdf

1. Joseph Pear, Witold Kinsner and Deb Roy. (1987). Vocal Shaping of Retarded and Autistic Individuals Using Speech Synthesis and Speech Recognition. IEEE Ninth Annual Conference of the Engineering in Medicine and Biology Society, pages 1787-1788. pdf

Theses

T2. Deb Roy. (1999). Learning from Sights and Sounds: A Computational Model. Ph.D. in Media Arts and Sciences, MIT. pdf

T1. Deb Roy. (1995). NewsComm: A Hand-Held Device for Interactive Access to Structured Audio. M.Sc. in Media Arts and Sciences, MIT. pdf