Research Output 1969 2020

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Conference article
2019

Learning speaker aware offsets for speaker adaptation of neural networks

Sarı, L., Thomas, S. & Hasegawa-Johnson, M., Jan 1 2019, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 769-773 5 p.

Research output: Contribution to journalConference article

Speaker Adaptation
Memory Term
Neural Networks
Neural networks
Chemical activation
Retrieval
Statistical Machine Translation
Machine Translation
Image retrieval
Image Retrieval

Study of the performance of automatic speech recognition systems in speakers with Parkinson's Disease

Moro-Velazquez, L., Cho, J., Watanabe, S., Hasegawa-Johnson, M. A., Scharenborg, O., Kim, H. & Dehak, N., Jan 1 2019, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 3875-3879 5 p.

Research output: Contribution to journalConference article

Parkinson's Disease
Automatic Speech Recognition
Speech recognition
Error Rate
Assistive Technology
2018

Aggregating crowdsourced image segmentations

Lee, D. J. L., Sarma, A. D. & Parameswaran, A. G., Jan 1 2018, In : CEUR Workshop Proceedings. 2173

Research output: Contribution to journalConference article

Image segmentation
Agglomeration
Clustering algorithms
Semantics

Annotating gene sets by mining large literature collections with protein networks

Wang, S., Ma, J., Yu, M. K., Zheng, F., Huang, E. W., Han, J., Peng, J. & Ideker, T., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 602-613 12 p.

Research output: Contribution to journalConference article

Genes
Proteins
Biological Ontologies
Natural Language Processing
Literature
Materials science
Curricula
Teaching
Students
Education

Conceptual goals while using a simulation: Three different sources and learning outcomes

Wallon, R. C. & Lindgren, R. W., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, 2018-June, p. 1697-1698 2 p.

Research output: Contribution to journalConference article

Students
simulation
learning
learning process
instructor

Cueing gestures in a seasons simulation: Outcomes of an embodied learning approach to supporting explanations

Wallon, R. C. & Lindgren, R. W., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 3, 2018-June, p. 1363-1364 2 p.

Research output: Contribution to journalConference article

Students
simulation
learning
student
computer simulation

Discriminative bag-of-cells for imaging-genomics

Chidester, B., Do, M. N. & Ma, J., Jan 1 2018, In : Pacific Symposium on Biocomputing. 0, 212669, p. 319-330 12 p.

Research output: Contribution to journalConference article

Genomics
Imaging techniques
Learning systems
Screening
Neural networks

Global geometry of multichannel sparse blind deconvolution on the sphere

Li, Y. & Bresler, Y., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 1132-1143 12 p.

Research output: Contribution to journalConference article

Deconvolution
Convolution
Recovery
Geometry
Experiments
Multi-task Learning
Landmarks
Labels
Acoustics
Speech recognition

Infant emotional outbursts detection in infant-parent spoken interactions

Yijia, X., Allan, H. J. M. & McElwain Nancy, L., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 242-246 5 p.

Research output: Contribution to journalConference article

Discriminant analysis
Discriminant Analysis
Interaction
Discounting
Hidden Markov models

Intersecting identities of women in engineering

Mendenhall, R., Cross, K. J., Amos, J. R., Clancy, K. B. H., Imoukhuede, P. U. II. & Cromley, J. G., Jun 23 2018, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

Research output: Contribution to journalConference article

group interaction
video
Students
learning
student

Moving forward: In search of synergy across diverse views on the role of physical movement in design for stem education

Abrahamson, D., Andrade, A., Bakker, A., Nathan, M. J., Walkington, C., Lindgren, R. W., Brown, D. E., Zohar, A. R., Levy, S. T., Danish, J. A., Maltese, A. V., Enyedy, N., Humburg, M., Saleh, A., Dahn, M., Lee, C., Tu, X., Davis, B., Georgen, C. & Lindwall, O., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 2, 2018-June, p. 1243-1250 8 p.

Research output: Contribution to journalConference article

synergy
Education
mathematics
Students
learning

Speaker adaptive audio-visual fusion for the open-vocabulary section of AVICAR

Sarı, L., Hasegawa-Johnson, M., Kumaran, S., Stemmer, G. & Nair, K. N., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 3524-3528 5 p.

Research output: Contribution to journalConference article

Fusion
Fusion reactions
Alignment
Speech recognition
Linear regression

TextCube: Automated construction and multidimensional exploration

Meng, Y., Huang, J., Shang, J. & Han, J., Jan 1 2018, In : Proceedings of the VLDB Endowment. 12, 12, p. 1974-1977 4 p.

Research output: Contribution to journalConference article

Transfer Learning
Neural networks
Unsupervised learning
Classifiers
Acoustics

Towards a cognitive ecological framework in cscl

Borge, M. & Mercier, E. M., Jan 1 2018, In : Proceedings of International Conference of the Learning Sciences, ICLS. 1, 2018-June, p. 336-343 8 p.

Research output: Contribution to journalConference article

learning
learning theory
grounded theory

Towards information-theoretic limits of the global neuronal workspace architecture

Varshney, L. R., Jan 1 2018, In : CEUR Workshop Proceedings. 2287

Research output: Contribution to journalConference article

Channel coding
Information theory
Brain
Data storage equipment

Visualizing phoneme category adaptation in deep neural networks

Scharenborg, O., Tiesmeyer, S., Hasegawa-Johnson, M. & Dehak, N., Jan 1 2018, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1482-1486 5 p.

Research output: Contribution to journalConference article

Neural Networks
Nonlinear distortion
Nonlinear Distortion
Acoustics
Chemical activation
2017

Accelerated stereo matching for autonomous vehicles using an upright pinhole camera model

Chen, C., Lu, J., Kwon, D. K., Moore, D. & Do, M. N., Jan 1 2017, In : IS and T International Symposium on Electronic Imaging Science and Technology. p. 18-21 4 p.

Research output: Contribution to journalConference article

Pinhole cameras
pinhole cameras
roads
vehicles
Pixels

A clustering and word similarity based approach for identifying product feature words

Suryadi, D. & Kim, H. H. M., Jan 1 2017, In : Proceedings of the International Conference on Engineering Design, ICED. 6, DS87-6, p. 71-80 10 p.

Research output: Contribution to journalConference article

Clustering
Feedback
Vector spaces
Websites
Customers

Computational curriculum for MatSE undergraduates

Kononov, A., Bellon, P., Bretl, T. W., Ferguson, A., Herman, G. L., Kilian, K. A., Krogstad, J. A., Das Neves Barbosa Leal Lauten, C., Maass, C. R. E., Schleife, A., Shang, J. K., Trinkle, D. & West, M., Jun 24 2017, In : ASEE Annual Conference and Exposition, Conference Proceedings. 2017-June

Research output: Contribution to journalConference article

Materials science
Curricula
Engineering education
Computational methods
Teaching
Curricula
Education
Teaching
Students
Bioengineering

Dilated recurrent neural networks

Chang, S., Zhang, Y., Han, W., Yu, M., Guo, X., Tan, W., Cui, X., Witbrock, M., Hasegawa-Johnson, M. A. & Huang, T. S., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 77-87 11 p.

Research output: Contribution to journalConference article

Recurrent neural networks
Data storage equipment

Glottal model based speech beamforming for Ad-hoc microphone arrays

Zhang, Y., Florèncio, D. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2675-2679 5 p.

Research output: Contribution to journalConference article

Microphone Array
Beamforming
Microphones
Model-based
Calibration

Interpretable and globally optimal prediction for textual grounding using image concepts

Yeh, R. A., Xiong, J., Hwu, W-M. W., Do, M. N. & Schwing, A. G., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1913-1923 11 p.

Research output: Contribution to journalConference article

Electric grounding
Human computer interaction
Robotics

Mining Structures from Massive Text Data: A Data-Driven Approach

Han, J., Jan 1 2017, In : CEUR Workshop Proceedings. 2029, p. 16-19 4 p.

Research output: Contribution to journalConference article

Big data
Transcription
Clustering
Zero
Labels
Acoustics

Multi-task learning using mismatched transcription for under-resourced speech recognition

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 734-738 5 p.

Research output: Contribution to journalConference article

Multi-task Learning
Transcription
Speech Recognition
Speech recognition
Acoustics

Probabilistic rule realization and selection

Yu, H., Li, T. & Varshney, L. R., Jan 1 2017, In : Advances in Neural Information Processing Systems. 2017-December, p. 1563-1573 11 p.

Research output: Contribution to journalConference article

Invariance
Chemical analysis

Speech enhancement using bayesianwavenet

Qian, K., Zhang, Y., Chang, S., Yang, X., Florèncio, D. & Hasegawa-Johnson, M. A., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2013-2017 5 p.

Research output: Contribution to journalConference article

Speech Enhancement
Speech enhancement
Spectrogram
Conditional Distribution
Prior distribution

Team ELISA system for DARPA LORELEI speech evaluation 2016

Papadopoulos, P., Travadi, R., Vaz, C., Malandrakis, N., Hermjakob, U., Pourdamghani, N., Pust, M., Zhang, B., Pan, X., Lu, D., Lin, Y., Glembek, O., Baskar, M. K., Karafiát, M., Burget, L., Hasegawa-Johnson, M., Ji, H., May, J., Knight, K. & Narayanan, S., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2053-2057 5 p.

Research output: Contribution to journalConference article

Enzyme-linked Immunosorbent Assay
Resources
Evaluation
Disasters
Curve
Color
Students
Engineering education
Education
Engineers
Event Detection
Roughness
Filtering
Surface roughness
Accumulate
2016

Analysis of mismatched transcriptions generated by humans and machines for under-resourced languages

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M. A., Jan 1 2016, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 08-12-September-2016, p. 3863-3867 5 p.

Research output: Contribution to journalConference article

Transcription
Speech recognition
Automatic Speech Recognition
Labels
Target

Analysis of prosody increment induced by pitch accents for automatic emphasis correction

Zhang, Y., Mysore, G. J., Berthouzoz, F. & Hasegawa-Johnson, M., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 79-83 5 p.

Research output: Contribution to journalConference article

reconstruction
Pitch Accent
Prosody
Probabilistic Neural Network
Transcription
Error Rate
Neural Networks
Scenarios
Automatic Speech Recognition
Transcription
Speech recognition
Hidden Markov models
Linguistics

Collaborative multi-level embedding learning from reviews for rating prediction

Wei, Z., Yuan, Q., Han, J. & Jianyong, W., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2986-2992 7 p.

Research output: Contribution to journalConference article

Factorization

Cross-lingual dataless classification for many languages

Yangqiu, S., Upadhyay, S., Haoruo, P. & Roth, D., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2901-2907 7 p.

Research output: Contribution to journalConference article

Labels
Semantics
Supervised learning

Generalized correspondence-LDA models (GC-LDA) for identifying functional regions in the brain

Rubin, T. N., Koyejo, O. O., Jones, M. N. & Yarkoni, T., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1126-1134 9 p.

Research output: Contribution to journalConference article

Brain
Neuroimaging
Probability distributions
Linguistics

Kernel observers: Systems-theoretic modeling and inference of spatiotemporally evolving processes

Kingravi, H. A., Maske, H. & Chowdhary, G., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 3997-4005 9 p.

Research output: Contribution to journalConference article

Dynamical systems
Recovery
Sensors
Experiments

Landmark-based pronunciation error identification on Chinese learning

Yang, X., Kong, X., Hasegawa-Johnson, M. A. & Xie, Y., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 247-251 5 p.

Research output: Contribution to journalConference article

acoustics
learning
language
phonetics
experiment

Mismatched Crowdsourcing based Language Perception for Under-resourced Languages

Chen, W., Hasegawa-Johnson, M. A. & Chen, N. F., Jan 1 2016, In : Procedia Computer Science. 81, p. 23-29 7 p.

Research output: Contribution to journalConference article

Speech analysis
Transcription
Glossaries
Decoding
Statistical Models

Performance Improvement of Probabilistic Transcriptions with Language-specific Constraints

Kong, X., Jyothi, P. & Hasegawa-Johnson, M. A., Jan 1 2016, In : Procedia Computer Science. 81, p. 30-36 7 p.

Research output: Contribution to journalConference article

Transcription
Glossaries
Internet
Experiments

Pitch contour shape matters in memory

Kimball, A. E. & Cole, J., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 1171-1175 5 p.

Research output: Contribution to journalConference article

Pitch Contour
Plateau
Pitch Accent
Phonological Representations
High Tone

Preference completion from partial rankings

Gunasekar, S., Koyejo, O. O. & Ghosh, J., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 1378-1386 9 p.

Research output: Contribution to journalConference article

Computational complexity
Brain

Question answering via integer programming over semi-structured knowledge

Khashabi, D., Khot, T., Sabharwal, A., Clark, P., Etzioni, O. & Roth, D., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 1145-1152 8 p.

Research output: Contribution to journalConference article

Correlation methods
Integer programming
Information retrieval