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Research Output

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., 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

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

Application of local binary patterns for SVM based stop consonant detection

Qian, K., Zhang, Y. & Hasegawa-Johnson, M., Jan 1 2016, In : Proceedings of the International Conference on Speech Prosody. 2016-January, p. 1114-1118 5 p.

Research output: Contribution to journalConference article

Landmark-based pronunciation error identification on Chinese learning

Yang, X., Kong, X., Hasegawa-Johnson, M. & 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

Landmark of Mandarin nasal codas and its application in pronunciation error detection

Xie, Y., Hasegawa-Johnson, M., Qu, L. & Zhang, J., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5370-5374 5 p. 7472703. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

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

Mismatched Crowdsourcing based Language Perception for Under-resourced Languages

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

Research output: Contribution to journalConference article

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

Positive-unlabeled learning in streaming networks

Chang, S., Zhang, Y., Tang, J., Yin, D., Chang, Y., Hasegawa-Johnson, M. A. & Huang, T. S., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 755-764 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).

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

Speech Production in Speech Technologies: Introduction to the CSL Special Issue

Livescu, K., Rudzicz, F., Fosler-Lussier, E., Hasegawa-Johnson, M. A. & Bilmes, J., Mar 1 2016, In : Computer Speech and Language. 36, p. 165-172 8 p.

Research output: Contribution to journalArticle

Stable and symmetric filter convolutional neural network

Yeh, R., Hasegawa-Johnson, M. A. & Do, M. N., May 18 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2652-2656 5 p. 7472158. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2016-May).

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

Use of particle filtering and MCMC for inference in Probabilistic Acoustic Tube model

Wang, R., Zhang, Y., Ou, Z. & Hasegawa-Johnson, M., Aug 24 2016, 2016 19th IEEE Statistical Signal Processing Workshop, SSP 2016. IEEE Computer Society, 7551748. (IEEE Workshop on Statistical Signal Processing Proceedings; vol. 2016-August).

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

2015

Acquiring speech transcriptions using mismatched crowdsourcing

Jyothi, P. & Hasegawa-Johnson, M., Jun 1 2015, Proceedings of the 29th AAAI Conference on Artificial Intelligence, AAAI 2015 and the 27th Innovative Applications of Artificial Intelligence Conference, IAAI 2015. AI Access Foundation, p. 1263-1269 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

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

Improving patient comprehension of numeric health information

Azevedo, R. F. L., Morrow, D., Hasegawa-Johnson, M., Gu, K., Soberal, D., Huang, T., Schuh, W. & Garcia-Retamero, R., Jan 1 2015, 2015 International Annual Meeting of the Human Factors and Ergonomics Society, HFES 2015. Human Factors an Ergonomics Society Inc., p. 488-492 5 p. (Proceedings of the Human Factors and Ergonomics Society; vol. 2015-January).

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

Incorporating AM-FM effect in voiced speech for probabilistic acoustic tube model

Zhang, Y., Ou, Z. & Hasegawa-Johnson, M., Nov 24 2015, 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2015. Institute of Electrical and Electronics Engineers Inc., 7336905. (2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2015).

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

Models of dataset size, question design, and cross-language speech perception for speech crowdsourcing applications

Hasegawa-Johnson, M., Cole, J., Jyothi, P. & Varshney, L. R., Oct 2015, In : Laboratory Phonology. 6, 3-4, p. 381-431 51 p.

Research output: Contribution to journalArticle

Multichannel transient acoustic signal classification using task-driven dictionary with joint sparsity and beamforming

Zhang, Y., Nasrabadi, N. M. & Hasegawa-Johnson, M. A., Aug 4 2015, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1866-1870 5 p. 7178294. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

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

Transcribing continuous speech using mismatched crowdsourcing

Jyothi, P. & Hasegawa-Johnson, M., Jan 1 2015, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2015-January, p. 2774-2778 5 p.

Research output: Contribution to journalConference article

2014

Active planning, sensing, and recognition using a resource-constrained discriminant POMDP

Wang, Z., Wang, Z., Moll, M., Huang, P. S., Grady, D., Nasrabadi, N., Huang, T., Kavraki, L. & Hasegawa-Johnson, M., Sep 24 2014, Proceedings - 2014 IEEE Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2014. IEEE Computer Society, p. 754-761 8 p. 6910067. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

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

An investigation of prosody in Hindi narrative speech

Jyothi, P., Cole, J., Hasegawa-Johnson, M. & Puri, V., Jan 1 2014, In : Proceedings of the International Conference on Speech Prosody. p. 623-627 5 p.

Research output: Contribution to journalConference article

A PAC-Bayesian approach to minimum perplexity language modeling

Bharadwaj, S. & Hasegawa-Johnson, M., Jan 1 2014, COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 130-140 11 p. (COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers).

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

Automatic detection of auditory salience with optimized linear filters derived from human annotation

Kim, K., Lin, K. H., Walther, D. B., Hasegawa-Johnson, M. A. & Huang, T. S., Mar 1 2014, In : Pattern Recognition Letters. 38, 1, p. 78-85 8 p.

Research output: Contribution to journalArticle

Automatic long audio alignment and confidence scoring for conversational Arabic speech

Elmahdy, M., Hasegawa-Johnson, M. & Mustafawi, E., Jan 1 2014, Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014. Calzolari, N., Choukri, K., Goggi, S., Declerck, T., Mariani, J., Maegaard, B., Moreno, A., Odijk, J., Mazo, H., Piperidis, S. & Loftsson, H. (eds.). European Language Resources Association (ELRA), p. 3062-3066 5 p. (Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014).

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

Deep learning for monaural speech separation

Huang, P. S., Kim, M., Hasegawa-Johnson, M. & Smaragdis, P., Jan 1 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1562-1566 5 p. 6853860. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Development of a TV broadcasts speech recognition system for Qatari Arabic

Elmahdy, M., Hasegawa-Johnson, M. & Mustafawi, E., Jan 1 2014, Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014. Calzolari, N., Choukri, K., Goggi, S., Declerck, T., Mariani, J., Maegaard, B., Moreno, A., Odijk, J., Mazo, H., Piperidis, S. & Loftsson, H. (eds.). European Language Resources Association (ELRA), p. 3057-3061 5 p. (Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014).

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

Foreground object detection in highly dynamic scenes using saliency

Lin, K. H., Khorrami, P., Wang, J., Hasegawa-Johnson, M. & Huang, T. S., Jan 28 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1125-1129 5 p. 7025224. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

Improvement of Probabilistic Acoustic Tube model for speech decomposition

Zhang, Y., Ou, Z. & Hasegawa-Johnson, M., Jan 1 2014, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 7929-7933 5 p. 6855144. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Singing-voice separation from monaural recordings using deep recurrent neural networks

Huang, P. S., Kim, M., Hasegawa-Johnson, M. & Smaragdis, P., Jan 1 2014, p. 477-482. 6 p.

Research output: Contribution to conferencePaper

2013

Accurate speech segmentation by mimicking human auditory processing

King, S. & Hasegawa-Johnson, M., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 8096-8100 5 p. 6639242. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Acoustic model adaptation using in-domain background models for dysarthric speech recognition

Sharma, H. V. & Hasegawa-Johnson, M., Jan 1 2013, In : Computer Speech and Language. 27, 6, p. 1147-1162 16 p.

Research output: Contribution to journalArticle

Random features for Kernel Deep Convex Network

Huang, P. S., Deng, L., Hasegawa-Johnson, M. A. & He, X., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3143-3147 5 p. 6638237. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Saliency-maximized audio visualization and efficient audio-visual browsing for faster-than-real-time human acoustic event detection

Lin, K. H., Zhuang, X., Goudeseune, C., King, S., Hasegawa-Johnson, M. & Huang, T. S., Oct 1 2013, In : ACM Transactions on Applied Perception. 10, 4, 26.

Research output: Contribution to journalArticle

Sparse hidden Markov models for purer clusters

Bharadwaj, S., Hasegawa-Johnson, M. A., Ajmera, J., Deshmukh, O. & Verma, A., Oct 18 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 3098-3102 5 p. 6638228. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

2012

A procedure for estimating gestural scores from speech acoustics

Nam, H., Mitra, V., Tiede, M., Hasegawa-Johnson, M., Espy-Wilson, C., Saltzman, E. & Goldstein, L., Dec 1 2012, In : Journal of the Acoustical Society of America. 132, 6, p. 3980-3989 10 p.

Research output: Contribution to journalArticle

Detecting interaction links in a collaborating group using manually annotated data

Mathur, S., Poole, M. S., Peña-Mora, F., Hasegawa-Johnson, M. & Contractor, N., Oct 1 2012, In : Social Networks. 34, 4, p. 515-526 12 p.

Research output: Contribution to journalArticle

F0 and the perception of prominence

Mahrt, T., Cole, J., Fleck, M. & Hasegawa-Johnson, M., Dec 1 2012, 13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012. p. 2421-2424 4 p. (13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012; vol. 3).

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

How to put it into words - Using random forests to extract symbol level descriptions from audio content for concept detection

Huang, P. S., Mertens, R., Divakaran, A., Friedland, G. & Hasegawa-Johnson, M., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 505-508 4 p. 6287927. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Improving faster-than-real-time human acoustic event detection by saliency-maximized audio visualization

Lin, K. H., Zhuang, X., Goudeseune, C., King, S., Hasegawa-Johnson, M. & Huang, T. S., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 2277-2280 4 p. 6288368. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Modeling speaker variation in cues to prominence using the Bayesian information criterion

Mahrt, T., Cole, J., Fleck, M. & Hasegawa-Johnson, M., Jan 1 2012, Proceedings of the 6th International Conference on Speech Prosody, SP 2012. Tongji University Press, p. 322-325 4 p. (Proceedings of the 6th International Conference on Speech Prosody, SP 2012; vol. 1).

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

On Improving Dynamic State Space Approaches to Articulatory Inversion with MAP-Based Parameter Estimation

özbek, I. Y., özbek, I. Y., 2-Johnson, M. & Demirekler, M., Jan 2012, In : IEEE Transactions on Audio, Speech and Language Processing. 20, 1, p. 67-81 15 p.

Research output: Contribution to journalArticle

On the Definition of the Word "Segmental"

Hasegawa-Johnson, M., Benmamoun, E., Mustafawi, E., Elmahdy, M. & Duwairi, R., Jan 1 2012, Proceedings of the 6th International Conference on Speech Prosody, SP 2012. Tongji University Press, p. 159-162 4 p. (Proceedings of the 6th International Conference on Speech Prosody, SP 2012; vol. 1).

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