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Research Output 1998 2019

2019

Contextualizing numeric clinical test results for gist comprehension: Implications for EHR patient portals

Morrow, D. G., Azevedo, R. F. L., Garcia-Retamero, R., Hasegawa-Johnson, M. A., Huang, T. S., Schuh, W., Gu, K. & Zhang, Y., Mar 2019, In : Journal of Experimental Psychology: Applied. 25, 1, p. 41-61 21 p.

Research output: Contribution to journalArticle

Electronic Health Records
Self Care
Cholesterol
Patient Portals

Dimensional Analysis of Laughter in Female Conversational Speech

Pietrowicz, M., Agurto, C., Casebeer, J., Hasegawa-Johnson, M., Karahalios, K. & Cecchi, G., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6600-6604 5 p. 8683566. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers

Fast generation for convolutional autoregressive models

Ramachandran, P., Le Paine, T., Khorrami, P., Babaeizadeh, M., Chang, S., Zhang, Y., Hasegawa-Johnson, M., Campbell, R. & Huang, T., Jan 1 2019.

Research output: Contribution to conferencePaper

training method
performance
Nave
Model-making
Cache

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

Pre-training of Speaker Embeddings for Low-latency Speaker Change Detection in Broadcast News

Sari, L., Thomas, S., Hasegawa-Johnson, M. A. & Picheny, M., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6286-6290 5 p. 8683612. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech recognition
Classifiers
Neural networks
Degradation
Testing

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

The Time-Course of Phoneme Category Adaptation in Deep Neural Networks

Ni, J., Hasegawa-Johnson, M. & Scharenborg, O., Jan 1 2019, Statistical Language and Speech Processing - 7th International Conference, SLSP 2019, Proceedings. Martín-Vide, C., Purver, M. & Pollak, S. (eds.). Springer, p. 3-15 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11816 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bins
Ambiguous
Neural Networks
Acoustic waves
Speech processing

When CTC Training Meets Acoustic Landmarks

He, D., Yang, X., Lim, B. P., Liang, Y., Hasegawa-Johnson, M. A. & Chen, D., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5996-6000 5 p. 8683607. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustics
Labels
Speech analysis
Transcription
Experiments
2018
landmarks
speech recognition
strings
acoustics
scoring

Bayesian Models for Unit Discovery on a Very Low Resource Language

Ondel, L., Godard, P., Besacier, L., Larsen, E., Hasegawa-Johnson, M., Scharenborg, O., Dupoux, E., Burget, L., Yvon, F. & Khudanpur, S., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5939-5943 5 p. 8461545. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustics
Experiments

Deep learning based speech beamforming

Qian, K., Zhang, Y., Chang, S., Yang, X., Florencio, D. & Hasegawa-Johnson, M. A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5389-5393 5 p. 8462430. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Beamforming
Speech enhancement
Deep learning
Neural networks
Sensors

Image Restoration with Deep Generative Models

Yeh, R. A., Lim, T. Y., Chen, C., Schwing, A. G., Hasegawa-Johnson, M. & Do, M., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6772-6776 5 p. 8462317. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image reconstruction
Multi-task Learning
Landmarks
Labels
Acoustics
Speech recognition
Distillation
Transcription
Interpolation
Interpolate
Neural Networks

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

Joint modeling of accents and acoustics for multi-accent speech recognition

Yang, X., Audhkhasi, K., Rosenberg, A., Thomas, S., Ramabhadran, B. & Hasegawa-Johnson, M., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5989-5993 5 p. 8462557. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech recognition
Acoustics
Classifiers
Testing
Experiments

Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the 'Speaking Rosetta' JSALT 2017 Workshop

Scharenborg, O., Besacier, L., Black, A., Hasegawa-Johnson, M., Metze, F., Neubig, G., Stuker, S., Godard, P., Muller, M., Ondel, L., Palaskar, S., Arthur, P., Ciannella, F., Du, M., Larsen, E., Merkx, D., Riad, R., Wang, L. & Dupoux, E., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4979-4983 5 p. 8461761. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transcription
Linguistics

Low-resource spoken keyword search strategies in georgian inspired by distinctive feature theory

Chen, N. F., Lim, B. P., Do, V. H., Pham, V. T., Ni, C., Xu, H., Hasegawa-Johnson, M. A., Chen, W., Xiao, X., Sivadas, S., Chng, E. S., Ma, B. & Li, H., Feb 5 2018, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1322-1327 6 p. (Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017; vol. 2018-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech analysis
Acoustics
Transcription
Linguistics
Fusion reactions

Mismatched crowdsourcing: Mining latent skills to acquire speech transcriptions

Hasegawa-Johnson, M. A., Jyothi, P., Chen, W. & Do, V. H., Apr 10 2018, Conference Record of 51st Asilomar Conference on Signals, Systems and Computers, ACSSC 2017. Matthews, M. B. (ed.). Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 1277-1281 5 p. 8335558

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transcription
Speech recognition
Mining
Entropy
speech recognition

Multitask Learning for Phone Recognition of Underresourced Languages Using Mismatched Transcription

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M. A., Mar 2018, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 26, 3, p. 501-514 14 p., 8186239.

Research output: Contribution to journalArticle

Multi-task Learning
Transcription
learning
annotations
Neural Networks

Recognizing zero-resourced languages based on mismatched machine transcriptions

Chen, W., Hasegawa-Johnson, M. & Chen, N. F., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5979-5983 5 p. 8462481. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transcription
Speech analysis
Speech recognition
Acoustics

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

Time-Frequency Networks for Audio Super-Resolution

Lim, T. Y., Yeh, R. A., Xu, Y., Do, M. N. & Hasegawa-Johnson, M. A., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 646-650 5 p. 8462049

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bandwidth
Transfer Learning
Neural networks
Unsupervised learning
Classifiers
Acoustics

Using conversational agents to explain medication instructions to older adults

Azevedo, R. F. L., Morrow, D. G., Graumlich, J., Willemsen-Dunlap, A., Hasegawa-Johnson, M. A., Huang, T. S., Gu, K., Bhat, S. P., Sakakini, T., Sadauskas, V. & Halpin, D. J., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 185-194 10 p.

Research output: Contribution to journalArticle

Cartoons
Cues
Young Adult
Teaching
Language

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

Acoustic correlates for perceived effort levels in male and female acted voices

Pietrowicz, M., Hasegawa-Johnson, M. A. & Karahalios, K. G., Aug 1 2017, In : Journal of the Acoustical Society of America. 142, 2, p. 792-811 20 p.

Research output: Contribution to journalArticle

emotions
acoustics
classifiers
continuums
Acoustics

Age differences in responding to graphically conveyed health risk information

Malik, T., Azevedo, R. F. L., Morrow, D., Hasegawa-Johnson, M., Huang, T., Schuh, W., Gu, K. & Garcia-Retamero, R., Jan 1 2017, Proceedings of the Human Factors and Ergonomics Society 2017 International Annual Meeting, HFES 2017. Human Factors an Ergonomics Society Inc., p. 542-544 3 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Health risks
age difference
health risk

A multidisciplinary approach to designing and evaluating Electronic Medical Record portal messages that support patient self-care

Morrow, D., Hasegawa-Johnson, M., Huang, T., Schuh, W., Azevedo, R. F. L., Gu, K., Zhang, Y., Roy, B. & Garcia-Retamero, R., May 1 2017, In : Journal of Biomedical Informatics. 69, p. 63-74 12 p.

Research output: Contribution to journalArticle

Electronic medical equipment
Electronic Health Records
Self Care
Patient Care
Health Literacy

Arabic speech and language technology

Hasegawa-Johnson, M., Elmahdy, M. & Mustafawi, E., Jan 1 2017, The Routledge Handbook of Arabic Linguistics. Benmamoun, E. & Bassiouney, R. (eds.). Taylor and Francis, p. 299-312 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

language
phonology
sociolinguistics
phonetics
syntax

ASR for under-resourced languages from probabilistic transcription

Hasegawa-Johnson, M. A., Jyothi, P., McCloy, D., Mirbagheri, M., Liberto, G. M. D., Das, A., Ekin, B., Liu, C., Manohar, V., Tang, H., Lalor, E. C., Chen, N. F., Hager, P., Kekona, T., Sloan, R. & Lee, A. K. C., Jan 2017, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 25, 1, p. 46-59 14 p.

Research output: Contribution to journalArticle

Automatic Speech Recognition
speech recognition
Transcription
Speech recognition
Crowdsourcing

Deep auto-encoder based multi-task learning using probabilistic transcriptions

Das, A., Hasegawa-Johnson, M. & Veselý, K., Jan 1 2017, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2073-2077 5 p.

Research output: Contribution to journalConference article

Multi-task Learning
Transcription
Encoder
Probability distributions
Target

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

Discovering dimensions of perceived vocal expression in semi-structured, unscripted oral history accounts

Pietrowicz, M., Hasegawa-Johnson, M. & Karahalios, K., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5695-5699 5 p. 7953247. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers

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

Language coverage for mismatched crowdsourcing

Varshney, L. R., Jyothi, P. & Hasegawa-Johnson, M., Mar 27 2017, 2016 Information Theory and Applications Workshop, ITA 2016. Institute of Electrical and Electronics Engineers Inc., 7888198. (2016 Information Theory and Applications Workshop, ITA 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transcription
Information theory
Speech recognition
Labels
Acoustic waves

Low-resource grapheme-to-phoneme conversion using recurrent neural networks

Jyothi, P. & Hasegawa-Johnson, M., Jun 16 2017, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5030-5034 5 p. 7953114. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recurrent neural networks
Processing
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

Semantic image inpainting with deep generative models

Yeh, R. A., Chen, C., Yian Lim, T., Schwing, A. G., Hasegawa-Johnson, M. & Do, M. N., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 6882-6890 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics
Pixels
Experiments

Speech enhancement using bayesianwavenet

Qian, K., Zhang, Y., Chang, S., Yang, X., Florèncio, D. & Hasegawa-Johnson, M., 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

Speech recognition of under-resourced languages using mismatched transcriptions

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M. A., Mar 10 2017, Proceedings of the 2016 International Conference on Asian Language Processing, IALP 2016. Dong, M., Wu, C-H., Lu, Y., Li, H., Tseng, Y-H., Yu, L-C. & Lee, L-H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 112-115 4 p. 7875947. (Proceedings of the 2016 International Conference on Asian Language Processing, IALP 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transcription
Speech recognition
language
performance
worker

Streaming recommender systems

Chang, S., Zhang, Y., Tang, J., Yin, D., Chang, Y., Hasegawa-Johnson, M. A. & Huang, T. S., Jan 1 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 381-389 9 p. 3052627. (26th International World Wide Web Conference, WWW 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Random processes

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
Event Detection
Roughness
Filtering
Surface roughness
Accumulate
2016

Adapting ASR for under-resourced languages using mismatched transcriptions

Liu, C., Jyothi, P., Tang, H., Manohar, V., Sloan, R., Kekona, T., Hasegawa-Johnson, M. & Khudanpur, S., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5840-5844 5 p. 7472797. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transcription

A many-to-one phone mapping approach for cross-lingual speech recognition

Do, V. H., Chen, N. F., Lim, B. P. & Hasegawa-Johnson, M. A., Dec 27 2016, 2016 IEEE RIVF International Conference on Computing and Communication Technologies: Research, Innovation, and Vision for the Future, RIVF 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 120-124 5 p. 7800280

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech recognition
Acoustics
Experiments

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., 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