Journal Articles and Conference Proceedings   •   Books and Book Sections   •   Published Reports, Theses, and Abstracts

Journal Articles and Conference Proceedings

2024

1.Englitz, B., Akram, S., Elhilali, M. & Shamma, S. (2024) Decoding contextual influences on auditory perception from primary auditory cortex. eLife, 13
2.Hai, J., Wang, H., Yang, D., Thakkar, K., Dehak, N. & Elhilali, M. (2024) DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1196-1200
3.Kala*, A., Chong*, D., Baqui, A.H., Ahmed, S., Islam, A.A., Chowdhury, N.H., Roy, A., Mccollum, E.D. & Elhilali, M. (2024) Computer-Aided Lung Auscultation Screening and Radiographic Evaluation of Pediatric Pneumonia. In 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages to appear
4.Kala, A. & Elhilali, M. (2024) Robust Anomaly Detection of Adventitious Auscultation Signals Using Bayesian Belief Tracking. In 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages to appear
5.Kothinti, S.R. & Elhilali, M. (2024) Multi-rate modulation encoding via unsupervised learning for audio event detection. EURASIP Journal on Audio, Speech, and Music Processing, 2024(1):19
6.McMullin, M.A., Kumar, R., Higgins, N.C., Gygi, B., Elhilali, M. & Snyder, J.S. (2024) Preliminary Evidence for Global Properties in Human Listeners During Natural Auditory Scene Perception. Open Mind, 8:333-365
7.Park, S., Salles, A., Allen, K., Moss, C. & Elhilali, M. (2024) Biomimetic Mappings for Active Sonar Object Recognition in Clutter. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 6265-6269
8.Thakkar, K., Hai, J. & Elhilali, M. (2024) Investigating Self-Supervised Deep Representations for EEG-Based Auditory Attention Decoding. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1241-1245

2023

9.Bellur, A., Thakkar, K. & Elhilali, M. (2023) Explicit-memory multiresolution adaptive framework for speech and music separation. EURASIP Journal on Audio, Speech, and Music Processing, 2023(1):20
10.Hai, J. & Elhilali, M. (2023) Diff-Pitcher: Diffusion-Based Singing Voice Pitch Correction. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pages 1-5
11.Hai, J., Liu, Y.J. & Elhilali, M. (2023) Boosting Modality Representation With Pre-Trained Models and Multi-Task Training for Multimodal Sentiment Analysis. In IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), pages 1-8
12.Higgins, N.C., Scurry, A.N., Jiang, F., Little, D.F., Alain, C., Elhilali, M. & Snyder, J.S. (2023) Adaptation in the sensory cortex drives bistable switching during auditory stream segregation. Neuroscience of Consciousness, 2023(1)
13.Kala, A. & Elhilali, M. (2023) Constrained Synthetic Sampling for Augmentation of Crackle Lung Sounds. In 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 1-5
14.Kala, A., McCollum, E.D. & Elhilali, M. (2023) Reference free auscultation quality metric and its trends. Biomedical Signal Processing and Control, 85:104852
15.Kothinti, S.R. & Elhilali, M. (2023) Are acoustics enough? Semantic effects on auditory salience in natural scenes. Frontiers in Psychology, 14:1276237
16.Park, S., Han, D.K. & Elhilali, M. (2023) Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. IEEE Transactions on Multimedia, 25:4573-4585
17.Rennoll, V., McLane, I., Eisape, A., Grant, D., Hahn, H., Elhilali, M. & West, J.E. (2023) Electrostatic Acoustic Sensor with an Impedance-Matched Diaphragm Characterized for Body Sound Monitoring. ACS Applied Bio Materials, 6(8):3241-3256

2022

18.Kala, A., McCollum, E.D. & Elhilali, M. (2022) Implications of clinical variability on computer-aided lung auscultation classification. In 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 4421-4425
19.Kothinti, S. & Elhilali, M. (2022) Temporal Contrastive-Loss for Audio Event Detection. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 326-330
20.Park, D.E., Watson, N.L., Focht, C., Feikin, D., Hammit, L., Brooks, W.A., Howie, S.R.C., Kotloff, K.L., Levine, O.S., Madhi, S.A., Murdoch, D.R., O'brien, K.L., Scott, J.A.G., Thea, D.M., Amorninthapichet, T., Awori, J., Bunthi, C., Ebruke, B., Elhilali, M., Higdon, M., Hossain, L., Jahan, Y., Moore, D.P., Mulindwa, J., Mwananyanda, L., Naorat, S., Prosperi, C., Thamthitiwat, S., Verwey, C., Jablonski, K.A., Power, M.C., Young, H.A., Deloria Knoll, M., Mccollum, E.D., Brooks, A., Howie, S.R.C., Kotloff, K.L., Levine, O.S., Madhi, S.A., Murdoch, D.R., O'brien, K.L., Anthony, J., Scott, G., Thea, D.M., Amorninthapichet, T., Awori, J., Bunthi, C., Ebruke, B., Elhilali, M., Higdon, M., Hossain, L., Jahan, Y., Moore, D.P., Mulindwa, J., Mwananyanda, L., Naorat, S., Prosperi, C., Thamthitiwat, S., Verwey, C., Jablonski, K.A., Power, M.C., Young, H.A., Knoll, M.D. & Mccollum, E.D. (2022) Digitally recorded and remotely classified lung auscultation compared with conventional stethoscope classifications among children aged 1–59 months enrolled in the Pneumonia Etiology Research for Child Health (PERCH) case–control study. BMJ Open Respiratory Research, 9(1):e001144
21.Park, S. & Elhilali, M. (2022) Time-Balanced Focal Loss for Audio Event Detection. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 311-315
22.Rennoll, V., McLane, I., Elhilali, M. & West, J.E. (2022) Optimized Acoustic Phantom Design for Characterizing Body Sound Sensors. Sensors, 22(23):9086

2021

23.Allen, K.M., Salles, A., Park, S., Elhilali, M. & Moss, C.F. (2021) Effect of background clutter on neural discrimination in the bat auditory midbrain. Journal of Neurophysiology, 126(5):1772-1782
24.Higgins, N.C., Monjaras, A.G., Yerkes, B.D., Little, D.F., Nave-Blodgett, J.E., Elhilali, M. & Snyder, J.S. (2021) Resetting of Auditory and Visual Segregation Occurs After Transient Stimuli of the Same Modality. Frontiers in Psychology, 12
25.Kothinti, S.R., Huang, N. & Elhilali, M. (2021) Auditory salience using natural scenes: An online study. The Journal of the Acoustical Society of America, 150(4):2952
26.McLane, I., Emmanouilidou, D., West, J.E. & Elhilali, M. (2021) Design and Comparative Performance of a Robust Lung Auscultation System for Noisy Clinical Settings. IEEE Journal of Biomedical and Health Informatics, 25(7):2583-2594
27.Park, S., Bellur, A., Han, D.K. & Elhilali, M. (2021) Self-Training for Sound Event Detection in Audio Mixtures. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021-June:341-345
28.Park, S., Salles, A., Allen, K., Moss, C.F. & Elhilali, M. (2021) Natural Statistics as Inference Principles of Auditory Tuning in Biological and Artificial Midbrain Networks. eneuro, 8(3):ENEURO.0525-20.2021
29.Rennoll, V., McLane, I., Emmanouilidou, D., West, J. & Elhilali, M. (2021) Electronic Stethoscope Filtering Mimics the Perceived Sound Characteristics of Acoustic Stethoscope. IEEE Journal of Biomedical and Health Informatics, 25(5):1542-1549
30.Skerritt-Davis, B. & Elhilali, M. (2021) Computational framework for investigating predictive processing in auditory perception. Journal of Neuroscience Methods, 360:109177
31.Skerritt-Davis, B. & Elhilali, M. (2021) Neural Encoding of Auditory Statistics. Journal of Neuroscience, 41(31):6726-6739

2020

32.Bellur, A. & Elhilali, M. (2020) Audio Object Classification Using Distributed Beliefs and Attention. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:729-739
33.Bellur, A. & Elhilali, M. (2020) Bio-Mimetic Attentional Feedback in Music Source Separation. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020-May:8718-8722
34.Graceffo, S., Husain, A., Ahmed, S., McCollum, E.D. & Elhilali, M. (2020) Validation of Auscultation Technologies using Objective and Clinical Comparisons. In 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 992-997
35.Higgins, N., Little, D., Yerkes, B., Nave, K., Kuruvilla-Mathew, A., Elhilali, M. & Snyder, J. (2020) Neural correlates of perceptual switching while listening to bistable auditory streaming stimuli. NeuroImage, 204:116220
36.Huang, N. & Elhilali, M. (2020) Push-pull competition between bottom-up and top-down auditory attention to natural soundscapes. eLife, 9
37.Kala, A., Husain, A., McCollum, E.D. & Elhilali, M. (2020) An objective measure of signal quality for pediatric lung auscultations. In 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 772-775
38.Kaya, E.M., Huang, N. & Elhilali, M. (2020) Pitch, Timbre and Intensity Interdependently Modulate Neural Responses to Salient Sounds. Neuroscience, 440:1-14
39.Kothinti, S., Skerritt-Davis, B., Nair, A. & Elhilali, M. (2020) Synthesizing Engaging Music Using Dynamic Models of Statistical Surprisal. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 761-765
40.Little, D.F., Snyder, J.S. & Elhilali, M. (2020) Ensemble modeling of auditory streaming reveals potential sources of bistability across the perceptual hierarchy. PLOS Computational Biology, 16(4):e1007746
41.McCollum, E.D., Park, D.E., Watson, N.L., Fancourt, N.S.S., Focht, C., Baggett, H.C., Brooks, W.A., Howie, S.R.C., Kotloff, K.L., Levine, O.S., Madhi, S.A., Murdoch, D.R., Scott, J.A.G., Thea, D.M., Awori, J.O., Chipeta, J., Chuananon, S., DeLuca, A.N., Driscoll, A.J., Ebruke, B.E., Elhilali, M., Emmanouilidou, D., Githua, L.P., Higdon, M.M., Hossain, L., Jahan, Y., Karron, R.A., Kyalo, J., Moore, D.P., Mulindwa, J.M., Naorat, S., Prosperi, C., Verwey, C., West, J.E., Knoll, M.D., O'Brien, K.L., Feikin, D.R. & Hammitt, L.L. (2020) Digital auscultation in PERCH: Associations with chest radiography and pneumonia mortality in children. Pediatric Pulmonology, 55(11):3197-3208
42.Park, S., Elhilali, M., Han, D.K. & Ko, H. (2020) Amphibian Sounds Generating Network Based on Adversarial Learning. IEEE Signal Processing Letters, 27:640-644
43.Salles, A., Park, S., Sundar, H., Macías, S., Elhilali, M. & Moss, C.F. (2020) Neural Response Selectivity to Natural Sounds in the Bat Midbrain. Neuroscience, 434:200-211

2019

44.Chakrabarty, D. & Elhilali, M. (2019) A Gestalt inference model for auditory scene segregation. PLOS Computational Biology, 15(1):e1006711
45.Elhilali, M. & West, J.E. (2019) The Stethoscope Gets Smart. IEEE Spectrum, 56(02):36-41
46.Kothinti, S., Imoto, K., Chakrabarty, D., Sell, G., Watanabe, S. & Elhilali, M. (2019) Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 36-40
47.Park, S., Han, D.K. & Elhilali, M. (2019) A Study of a Cross-Language Perception Based on Cortical Analysis Using Biomimetic STRFs. In Interspeech, pages 1971-1975
48.Skerritt-Davis, B. & Elhilali, M. (2019) A Model for Statistical Regularity Extraction from Dynamic Sounds. Acta Acustica united with Acustica, 105(1):1-4

2018

49.Bellur, A. & Elhilali, M. (2018) Sensory Mapping Adaptation Under Multiple Task Scenarios. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 5579-5583
50.Emmanouilidou, D., McCollum, E.D., Park, D.E. & Elhilali, M. (2018) Computerized Lung Sound Screening for Pediatric Auscultation in Noisy Field Environments. IEEE Transactions on Biomedical Engineering, 65(7):1564-1574
51.Huang, N., Slaney, M. & Elhilali, M. (2018) Connecting deep neural networks to physical, perceptual, and electrophysiological auditory signals. Frontiers in Neuroscience, 12(532)
52.Skerritt-Davis, B. & Elhilali, M. (2018) Detecting change in stochastic sound sequences. PLOS Computational Biology, 14(5):e1006162

2017

53.Bellur, A. & Elhilali, M. (2017) Speech processing using adaptive auditory receptive fields. In Proceedings of the International Symposium on Auditory and Audiological Research, pages 63-73
54.Bellur, A. & Elhilali, M. (2017) Feedback-Driven Sensory Mapping Adaptation for Robust Speech Activity Detection. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25(3):481-492
55.Huang, N. & Elhilali, M. (2017) Auditory salience using natural soundscapes. The Journal of the Acoustical Society of America, 141(3):2163-2176
56.Kaya, E.M.E.M. & Elhilali, M. (2017) Modelling auditory attention. Philosophical transactions of the Royal Society of London. Series B, Biological sciences, 372(1714):20160101
57.McCollum, E.D., Park, D.E., Watson, N.L., Buck, W.C., Bunthi, C., Devendra, A., Ebruke, B.E., Elhilali, M., Emmanouilidou, D., Garcia-Prats, A.J., Githinji, L., Hossain, L., Madhi, S.A., Moore, D.P., Mulindwa, J., Olson, D., Awori, J.O., Vandepitte, W.P., Verwey, C., West, J.E., Knoll, M.D., O'Brien, K.L., Feikin, D.R. & Hammit, L.L. (2017) Listening panel agreement and characteristics of lung sounds digitally recorded from children aged 1–59 months enrolled in the Pneumonia Etiology Research for Child Health (PERCH) case–control study. BMJ Open Respiratory Research, 4(1):e000193
58.Snyder, J.S. & Elhilali, M. (2017) Recent advances in exploring the neural underpinnings of auditory scene perception. Annals of the New York Academy of Sciences, 1396(1):39-55

2016

59.Chakrabarty, D. & Elhilali, M. (2016) Abnormal sound event detection using temporal trajectories mixtures. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 216-220
60.Emmanouilidou, D. & Elhilali, M. (2016) Rich Representation Spaces: Benefits in Digital Auscultation Signal Analysis. In IEEE International Workshop on Signal Processing Systems (SiPS), pages 69-73
61.Wolmetz, M. & Elhilali, M. (2016) Attentional and Contextual Priors in Sound Perception. PLOS ONE, 11(2):e0149635

2015

62.Bellur, A. & Elhilali, M. (2015) Detection of speech tokens in noise using adaptive spectrotemporal receptive fields. In 49th Annual Conference on Information Sciences and Systems (CISS), pages 1-6
63.Carlin, M.A. & Elhilali, M. (2015) Modeling attention-driven plasticity in auditory cortical receptive fields. Frontiers in computational neuroscience, 9:106
64.Carlin, M.A. & Elhilali, M. (2015) A Framework for Speech Activity Detection Using Adaptive Auditory Receptive Fields. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 23(12):2422-2433
65.Chakrabarty, D. & Elhilali, M. (2015) Modeling goal-directed attention in tone sequences using a weighted Kalman filter. In 49th Annual Conference on Information Sciences and Systems (CISS), pages 1-5
66.Chakrabarty, D. & Elhilali, M. (2015) Exploring the role of temporal dynamics in acoustic scene classification. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pages 1-5
67.Emmanouilidou, D., McCollum, E.D., Park, D.E. & Elhilali, M. (2015) Adaptive Noise Suppression of Pediatric Lung Auscultations With Real Applications to Noisy Clinical Settings in Developing Countries. IEEE Transactions in Biomedical Engineering, 62(9):2279-88
68.Patil, K. & Elhilali, M. (2015) Biomimetic spectro-temporal features for music instrument recognition in isolated notes and solo phrases. EURASIP Journal on Audio, Speech, and Music Processing, 2015(1):27
69.Sell, G., Suied, C., Elhilali, M. & Shamma, S. (2015) Perceptual susceptibility to acoustic manipulations in speaker discrimination. The Journal of the Acoustical Society of America, 137(2):911-22

2014

70.Akram, S., Englitz, B., Elhilali, M., Simon, J.Z. & Shamma, S.A. (2014) Investigating the Neural Correlates of a Streaming Percept in an Informational-Masking Paradigm. PLoS ONE, 9(12):e114427
71.Ellington, L.E., Emmanouilidou, D., Elhilali, M., Gilman, R.H., Tielsch, J.M., Chavez, M.A., Marin-Concha, J., Figueroa, D., West, J. & Checkley, W. (2014) Developing a Reference of Normal Lung Sounds in Healthy Peruvian Children. Lung, 192(5):765-773
72.Kaya, E.M. & Elhilali, M. (2014) Investigating bottom-up auditory attention. Frontiers in Human Neuroscience, 8:327
73.Krishnan, L., Elhilali, M. & Shamma, S. (2014) Segregating complex sound sources through temporal coherence.. PLoS computational biology, 10(12):e1003985
74.Shuai, L. & Elhilali, M. (2014) Task-dependent neural representations of salient events in dynamic auditory scenes. Frontiers in Neuroscience, 8:203

2013

75.Carlin, M.A. & Elhilali, M. (2013) Sustained Firing of Model Central Auditory Neurons Yields a Discriminative Spectro-temporal Representation for Natural Sounds. PLoS Computational Biology, 9(3):e1002982
76.Chakrabarty, D. & Elhilali, M. (2013) Predictive analysis of two tone stream segregation via extended Kalman filter. In 47th Annual Conference on Information Sciences and Systems (CISS), pages 1-7
77.Elhilali, M. (2013) Bayesian inference in auditory scenes. In 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013:2792-2795
78.Emmanouilidou, D. & Elhilali, M. (2013) Characterization of noise contaminations in lung sound recordings. In 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 2551-2554
79.Kaya, E.M. & Elhilali, M. (2013) A model of auditory deviance detection. In 47th Annual Conference on Information Sciences and Systems (CISS), pages 1-6
80.Kaya, E.M. & Elhilali, M. (2013) Abnormality detection in noisy biosignals. In 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 3949-3952
81.Nemala, S.K., Patil, K. & Elhilali, M. (2013) Recognizing the message and the messenger: biomimetic spectral analysis for robust speech and speaker recognition. International Journal of Speech Technology, 16(3):313-322
82.Nemala, S.K., Patil, K. & Elhilali, M. (2013) A Multistream Feature Framework Based on Bandpass Modulation Filtering for Robust Speech Recognition. IEEE Transactions on Audio, Speech, and Language Processing, 21(2):416-426
83.Patil, K. & Elhilali, M. (2013) Multiresolution auditory representations for scene classification. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
84.Patil, K. & Elhilali, M. (2013) Task-driven attentional mechanisms for auditory scene recognition. In IEEE International Conference on Acoustics, Speech and Signal Processing, pages 828-832
85.Shamma, S., Elhilali, M., Ma, L., Micheyl, C., Oxenham, A.J., Pressnitzer, D., Yin, P. & Xu, Y. (2013) Temporal Coherence and the Streaming of Complex Sounds. Advances in experimental medicine and biology, 787:535-543

2012

86.Carlin, M.A., Patil, K., Nemala, S.K. & Elhilali, M. (2012) Robust phoneme recognition based on biomimetic speech contours. In Proceedings of the 13th Annual Conference of the International Speech Communication Association (INTERSPEECH), pages 1348-1351
87.Ellington, L.E., Gilman, R.H., Tielsch, J.M., Steinhoff, M., Figueroa, D., Rodriguez, S., Caffo, B., Tracey, B., Elhilali, M., West, J. & Checkley, W. (2012) Computerised lung sound analysis to improve the specificity of paediatric pneumonia diagnosis in resource-poor settings: protocol and methods for an observational study. BMJ open, 2(1):e000506
88.Emmanouilidou, D., Patil, K., West, J. & Elhilali, M. (2012) A multiresolution analysis for detection of abnormal lung sounds. In Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012:3139-3142
89.Garcia-Romero, D., Zhou, X., Zotkin, D., Srinivasan, B., Luo, Y., Ganapathy, S., Thomas, S., Nemala, S., Sivaram, G., Mirbagheri, M., Mallidi, S., Janu, T., Rajan, P., Mesgarani, N., Elhilali, M., Hermansky, H., Shamma, S. & Duraiswami, R. (2012) The UMD-JHU 2011 speaker recognition system. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 4229-4232
90.Kaya, E.M. & Elhilali, M. (2012) A temporal saliency map for modeling auditory attention. In 46th Annual Conference on Information Sciences and Systems (CISS), pages 1-6
91.Nemala, S.K. & Elhilali, M. (2012) Multilevel speech intelligibility for robust speaker recognition. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 4393-4396
92.Nemala, S.K., Zotkin, D.N., Duraiswami, R. & Elhilali, M. (2012) Biomimetic multi-resolution analysis for robust speaker recognition. EURASIP Journal on Audio, Speech, and Music Processing, 2012(1):22
93.Patil, K. & Elhilali, M. (2012) Goal-Oriented Auditory Scene Recognition. In 13th Annual Conference of the International Speech Communication Association, INTERSPEECH 2012, 3:2510-2513
94.Patil, K., Pressnitzer, D., Shamma, S. & Elhilali, M. (2012) Music in Our Ears: The Biological Bases of Musical Timbre Perception. PLoS Computational Biology, 8(11):e1002759
95.Slaney, M., Agus, T., Liu, S.C., Kaya, M. & Elhilali, M. (2012) A model of attention-driven scene analysis. In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 145-148

2011

96.Carlin, M.A. & Elhilali, M. (2011) Exploiting temporal coherence in speech for data-driven feature extraction. In 45th Annual Conference on Information Sciences and Systems, pages 1-5
97.Heng, J., Cantarero, G., Elhilali, M. & Limb, C.J. (2011) Impaired perception of temporal fine structure and musical timbre in cochlear implant users. Hearing Research, 280(1-2):192-200
98.Nemala, S.K. & Elhilali, M. (2011) Multistream robust speaker recognition based on speech intelligibility. In 45th Annual Conference on Information Sciences and Systems, pages 1-5
99.Nemala, S.K., Patil, K. & Elhilali, M. (2011) Multistream bandpass modulation features for robust speech recognition. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pages 1277-1280
100.Shamma, S.A., Elhilali, M. & Micheyl, C. (2011) Temporal coherence and attention in auditory scene analysis. Trends in neurosciences, 34(3):114-23

2010

101.Nemala, S.K. & Elhilali, M. (2010) A joint acoustic and phonological approach to speech intelligibility assessment. In IEEE International Conference on Acoustics, Speech and Signal Processing, pages 4742-4745
102.Sivaram, G., Nemala, S.K., Elhilali, M., Tran, T.D. & Hermansky, H. (2010) Sparse coding for speech recognition. In IEEE International Conference on Acoustics, Speech and Signal Processing, pages 4346-4349
103.Xiang, J., Simon, J. & Elhilali, M. (2010) Competing streams at the cocktail party: exploring the mechanisms of attention and temporal integration. The Journal of neuroscience, 30(36):12084-93

2009

104.Atiani, S., Elhilali, M., David, S.V., Fritz, J.B. & Shamma, S.A. (2009) Task difficulty and performance induce diverse adaptive patterns in gain and shape of primary auditory cortical receptive fields. Neuron, 61(3):467-480
105.Elhilali, M., Ma, L., Micheyl, C., Oxenham, A.J. & Shamma, S.A. (2009) Temporal Coherence in the Perceptual Organization and Cortical Representation of Auditory Scenes. Neuron, 61(2):317-329
106.Elhilali, M., Xiang, J., Shamma, S.A. & Simon, J.Z. (2009) Interaction between Attention and Bottom-Up Saliency Mediates the Representation of Foreground and Background in an Auditory Scene. PLoS Biology, 7(6):e1000129
107.Mesgarani, N., Sivaram, G.S.V.S., Nemala, S.K., Elhilali, M. & Hermansky, H. (2009) Discriminant spectrotemporal features for phoneme recognition. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pages 2983-2986

2008

108.Elhilali, M. & Shamma, S. (2008) Information-bearing components of speech intelligibility under babble-noise and bandlimiting distortions. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 4205-4208
109.Elhilali, M. & Shamma, S.A. (2008) A cocktail party with a cortical twist: how cortical mechanisms contribute to sound segregation. The Journal of the Acoustical Society of America, 124(6):3751-71
110.Grant, K.W., Elhilali, M., Shamma, S.A., Walden, B.E., Surr, R.K., Cord, M.T. & Summers, V. (2008) An objective measure for selecting microphone modes in OMNI/DIR hearing aid circuits. Ear and Hearing, 29(2):199-213
111.Summers, V., Grant, K.W., Walden, B.E., Cord, M.T., Surr, R.K. & Elhilali, M. (2008) Evaluation of A “Direct-Comparison” Approach to Automatic Switching In Omnidirectional/Directional Hearing Aids. Journal of the American Academy of Audiology, 19(9):708-720

2007

112.Elhilali, M., Fritz, J.B., Chi, T.S. & Shamma, S.A. (2007) Auditory Cortical Receptive Fields: Stable Entities with Plastic Abilities. Journal of Neuroscience, 27(39):10372-10382
113.Elhilali, M., Shamma, S.A., Thorpe, S.J. & Pressnitzer, D. (2007) Models of timbre using spectro-temporal receptive fields: investigation of coding strategies. In 19th International Congress on Acoustics
114.Fritz, J.B., Elhilali, M., David, S.V. & Shamma, S.A. (2007) Does attention play a role in dynamic receptive field adaptation to changing acoustic salience in A1?. Hearing Research, 229(1-2):186-203
115.Fritz, J.B., Elhilali, M., David, S.V. & Shamma, S.A. (2007) Auditory attention—focusing the searchlight on sound. Current Opinion in Neurobiology, 17(4):437-455
116.Fritz, J.B., Elhilali, M. & Shamma, S.A. (2007) Adaptive Changes in Cortical Receptive Fields Induced by Attention to Complex Sounds. Journal of Neurophysiology, 98(4):2337-2346

2006

117.Elhilali, M. & Shamma, S. (2006) A Biologically-Inspired Approach to the Cocktail Party Problem. In IEEE International Conference on Acoustics Speed and Signal Processing Proceedings, 5:V-637-V-640

2005

118.Fritz, J., Elhilali, M. & Shamma, S. (2005) Active listening: Task-dependent plasticity of spectrotemporal receptive fields in primary auditory cortex. Hearing Research, 206(1-2):159-176
119.Fritz, J., Shamma, S. & Elhilali, M. (2005) One Click, Two Clicks: The Past Shapes the Future in Auditory Cortex. Neuron, 47(3):325-327
120.Fritz, J.B., Elhilali, M. & Shamma, S.A. (2005) Differential Dynamic Plasticity of A1 Receptive Fields during Multiple Spectral Tasks. The Journal of Neuroscience, 25(33):7623-7635

2004

121.Elhilali, M., Fritz, J.B., Klein, D.J., Simon, J.Z. & Shamma, S.A. (2004) Dynamics of Precise Spike Timing in Primary Auditory Cortex. The Journal of Neuroscience, 24(5):1159-1172

2003

122.Elhilali, M., Chi, T. & Shamma, S.A. (2003) A spectro-temporal modulation index (STMI) for assessment of speech intelligibility. Speech Communication, 41(2-3):331-348
123.Fritz, J., Shamma, S., Elhilali, M. & Klein, D. (2003) Rapid task-related plasticity of spectrotemporal receptive fields in primary auditory cortex. Nature Neuroscience, 6(11):1216-1223

2001

124.Elhilali, M. (2001) Audio and multimedia processing in digital libraries. In International Mediterranean Workshop on Digital Libraries
125.Niebur, E., Elhilali, M., Obeid, I., Werfel, J., Blanchard, M., Frasca, M., Ghose, K., Hofstoetter, C., Indiveri, G. & Tilden, M.W. (2001) Research, robots, and reality: A statement on current trends in biorobotics. Behavioral and Brain Sciences, 24(6):1072-1073


Books and Book Sections

2020

1.Shamma, S. & Elhilali, M. (2020) Temporal Coherence Principle in Scene Analysis. In The Senses: A Comprehensive Reference, pages 777-790

2019

2.Elhilali, M. (2019) Modulation Representations for Speech and Music. In Timbre: Acoustics, Perception, and Cognition, pages 335-359
3.Liu, S.C., Harris, J.G., Elhilali, M. & Slaney, M. (eds). (2019) Editorial: Bio-inspired Audio Processing, Models and Systems. In Frontiers in Neuroscience, 13

2017

4.Elhilali, M. (2017) Modeling the cocktail party problem. In The auditory system at the cocktail party, pages 111-135

2013

5.Depireux, D.A. & Elhilali, M. (2013) Handbook of modern techniques in auditory cortex.
6.Elhilali, M., Shamma, S.A., Simon, J.Z. & Fritz, J.B. (2013) A Linear Systems View to the Concept of STRF. In Handbook of Modern Techniques in Auditory Cortex, pages 33-60

2012

7.Elhilali, M. (2012) Auditory cortex: Anatomy, functions and disorders.

2010

8.Elhilali, M., Ma, L., Micheyl, C., Oxenham, A.J. & Shamma, S.A. (2010) Rate vs. temporal code? A spatio-temporal coherence model of the cortical basis of streaming. In Auditory Physiology, Perception and Models, pages 497-506
9.Elhilali, M., Xiang, J., Shamma, S.A. & Simon, J.Z. (2010) Auditory Streaming at the Cocktail Party: Simultaneous Neural and Behavioral Studies of Auditory Attention. In Auditory Physiology, Perception and Models, pages 545-553
10.Micheyl, C., Shamma, S., Elhilali, M. & Oxenham, A.J. (2010) Sequential and Simultaneous Auditory Grouping Measured with Synchrony Detection. In Auditory Physiology, Perception and Models, pages 489-496
11.Shamma, S.A., Fritz, J.B., David, S., Winkowski, D., Yin, P. & Elhilali, M. (2010) Correlates of auditory attention and task performance in primary auditory and prefrontal cortex. In Auditory Physiology, Perception and Models, pages 555-570

2007

12.Elhilali, M. & Shamma, S.A. (2007) The correlative brain: A stream segregation model. In Hearing: from sensory processing to perception, pages 247-256
13.Yin, P., Ma, L., Elhilali, M., Fritz, J.B. & Shamma, S.A. (2007) Primary auditory cortical responses while attending to different streams. In Hearing: from sensory processing to perception, pages 257-265

2005

14.Elhilali, M., Klein, D.J., Fritz, J.B., Simon, J.Z. & Shamma, S.A. (2005) The enigma of cortical responses: Slow yet precise. In Auditory Signal Processing: Physiology, Psychoacoustics, and Models, pages 485-494
15.Fritz, J.B., Elhilali, M. & Shamma, S.A. (2005) Rapid task-dependent plasticity in primary auditory cortex. In Auditory Cortex-Towards a Synthesis of Human and Animal Research, pages 445-466


Published Reports, Theses, and Abstracts

2024

1.Graceffo, S., Little, D. & M, E. (2024) Attentional modes in dynamic multi-speaker auditory scenes. In Abstracts of the Forty seventh ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 27
2.Hsin-I, L., Fatemi, N. & Elhilali, M. (2024) Phasic pupillary response traces salient auditory events in a multidimensional feature space. In Abstracts of the Forty seventh ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 27
3.Huet, M. & Elhilali, M. (2024) Neural tracking of different cognitive tasks in human EEG. In Abstracts of the Forty seventh ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 27
4.McMullin, M., Kumar, R., Elhilali, M. & Snyder, J. (2024) Perception of Global Properties, Objects, and Settings in Natural Auditory Scenes. In Abstracts of the Forty seventh ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 27

2023

5.Bansal, S., Uppal, A., Lee, M., Gilja, V., Elhilali, M. & Cauwenberghs, G. (2023) Wired for Oops: Insights into the Neural Correlates of Loss of Control from a Car Racing Game Paradigm. In IEEE Brain Discovery and Neurotechnology Workshop
6.Chait, M., Milne, A., Skerritt-Davis, B., Elhilali, M. & Zhao, S. (2023) The Eyes as a Window to Auditory Processing and Perception: Sustained pupil responses track the statistics of rapidly unfolding sounds. In Abstracts of the Forty Sixth ARO Mid-Winter meeting, 46
7.McMullin, M.A., Higgins, N.C., Gygi, B., Kumar, R., Elhilali, M. & Snyder, J.S. (2023) Perception of global properties, objects, and settings in natural auditory scenes. In meeting of the Acoustical Society of America, 153(3\_supplement):A329-A329
8.McMullin, M., Kumar, R., Elhilali, M. & Snyder, J. (2023) Effect of scene duration on perception of global properties of natural auditory scenes. In Auditory Perception and Cognition Society Meeting
9.Smith, Z., Hoekstra, N., McClane, N., Kala, A., Verwey, C., Olson, D., Buck, C., Mulindwa, J., Chiume, M., Fitzgerald, E., Chagomerana, M., Elhilali, M., Mvalo, T., Hosseinipour, M. & McCollum, E. (2023) Computerized lung sound analysis for child pneumonia in low-resource settings: agreement with expert listening panel and bedside auscultation in malawian children. In The Union conference
10.Smith, Z., Hoekstra, N., Mvalo, T., McLane, I., Kala, A., Chiume, M., Verwey, C., Olson, D., Buck, C., Mulindwa, J., Fitzgerald, E., Chagomerana, M., Elhilali, M., Hosseinipour, M. & McCollum, E. (2023) Evaluation of a novel digital lung sound recording and denoising platform for use in low-resource settings: expert listening panel agreement with traditional acoustic auscultation in a cohort of Malawian children 2-59 months with WHO-defined severe pneumonia. In Annual American Thoracic Society meeting

2021

11.Kothinti, S.R. & Elhilali, M. (2021) Effect of task paradigm on auditory event detection in complex soundscapes. In Abstracts of the Forty fourth ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 44
12.Little, D.F., Kaya, E.M. & Elhilali, M. (2021) Adapting attention in a dynamic three-speaker auditory scene. In Abstracts of the Forty fourth ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 44
13.Rennoll, V., McLane, I.M., Eisape, A., Elhilali, M. & West, J. (2021) Evaluating the impact of acoustic impedance matching on the airborne noise rejection and sensitivity of an electrostatic transducer. In The Journal of the Acoustical Society of America, 149(4):A23-A23
14.Rennoll, V., McLane, I.M., Elhilali, M. & West, J.E. (2021) Electrostatic transducer with tuned mechanical properties for improved body-sound sensing. In Johns Hopkins schools of medicine and engineering research retreat
15.Skerritt-Davis, B. & Elhilali, M. (2021) Model-driven exploration of the computational mechanisms behind statistical inference along multiple dimensions. In Abstracts of the Forty fourth ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 44

2020

16.Allen, K., Salles, A., Park, S., Elhilali, M. & Moss, C.F. (2020) 3D object representation in echolocating bats. In NSF Brain Initiative meeting
17.Higgins, N., Scurry, A., Jiang, F., Elhilali, M., Alain, C. & Snyder, C. (2020) Switches in perception during auditory streaming of bistable stimuli enhances BOLD activity in auditory cortex. In Abstracts of the Forty third ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 43
18.Kothinti, S. & Elhilali, M. (2020) Is acoustic salience just about the acoustic structure of natural scenes?. In Abstracts of the Forty third ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 43
19.Kothinti, S., Skerritt-Davis, B., Nair, A., de Cheveigne, A. & Elhilali, M. (2020) Exploring the relationship between statistical surprisal and music engagement. In Abstracts of the Forty third ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 43
20.McLane, I.M., Rennoll, V., Eisape, A., Elhilali, M. & West, J. (2020) Flexible electrostatic transducer with tuned acoustic impedance for improved sensing of body-and water-borne sounds. In Meeting of the Acoustical Society of America, 148(4):2696-2696
21.Monjaras, A., Higgins, N., Yerkes, B., Little, D., Nave-Blodgett, J., Elhilali, M., Alain, C. & Snyder, J. (2020) Resetting of auditory and visual segregation occurs only after transient stimuli of the same modality. In Abstracts of the Forty third ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 43
22.Rennoll, V., McLane, I.M., Elhilali, M. & West, J. (2020) Characterizing the acoustic impedance and attenuation of biocompatible elastomers: An optimal design of experiments approach. In meeting of the Acoustical Society of America, 148(4):2741-2741
23.Skerritt-Davis, B. & Elhilali, M. (2020) Neural responses to statistical change across multiple acoustic dimensions. In Abstracts of the Forty third ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 43
24.Zhao, S., Skerritt-Davis, B., Elhilali, M., Dick, F. & Chait, M. (2020) What statistics of stochastic auditory environments are tracked by human listeners?. In Advances and Perspectives in Auditory Neuroscience (APAN)

2019

25.Elhilali, M. (2019) Multiscale modeling of the cocktail party problem. In Multiscale modeling consortium meeting
26.Higgins, N.C., Yerkes, B., Little, D., Blodgett, J., Elhilali, M. & Snyder, J. (2019) Modality-specific resetting of segregation during bistable perception of auditory streams. In Abstracts of the Forty second ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 42
27.Huang, N., Kothinti, S. & Elhilali, M. (2019) Exploring auditory salience in natural scenes using Amazon mechanical turk. In Abstracts of the Forty second ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 42
28.Little, D., Snyder, J. & Elhilali, M. (2019) Ensemble modeling of auditory stream segregation reveals potential source of perceptual bistability throughout the ascending auditory pathway. In Abstracts of the Forty second ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 42
29.Skerritt-Davis, B. & Elhilali, M. (2019) Modeling multi-feature regularity extraction from dynamic sounds. In Abstracts of the Forty second ARO Mid-Winter meeting, Mt. Royal, NJ: Association of Research Otolaryngologists, 42
30.West, E., McLane, I., McLane, D., Emmanouilidou, D., Elhilali, M., West, J.E., Ward, A., Busch-Vishniac, I., McLane, J. & Dottin-Haley, B. (2019) Introducing Feelix, a digital stethoscope incorporating active noise control and automatic detection of lung sound abnormalities. In Meeting of the Acoustical Society of America, 145(3):1923-1923

2018

31.Higgins, N., Little, D., Kuruvilla-Mathew, A., Nave, K., Yerkes, B., Elhilali, M. & JS, S. (2018) Neural correlates of perception during auditory streaming of bistable stimuli. In meeting of the association for the scientific study of consciousness
32.Higgins, N., Little, D., Kuruvilla-Mathew, A., Nave, K., Yerkes, B., Elhilali, M. & Snyder, J. (2018) Neural correlates of perceptual switching during auditory streaming of bistable stimuli. In Abstracts of the Forty first ARO Mid-Winter meeting, Volume 41, Mt. Royal, NJ: Association of Research Otolaryngologists
33.Salles, A., Macias, S., Sundar, H., Elhilali, M. & Moss, C. (2018) Communication calls elicit selective neural responses in the inferior colliculus of the big brown bat (Eptesicus fuscus). In Society for Neuroscience meeting
34.Salles, A., Macias, S., Sundar, H., Elhilali, M. & Moss, C. (2018) Communication calls elicit selective neural responses in the inferior colliculus of the big brown bat (Eptesicus fuscus). In International conference of neuroethology, pages P072
35.Skerritt-Davis, B. & Elhilali, M. (2018) Multi-feature regularity extraction of stochastic sequences. In Abstracts of the Forty first ARO Mid-Winter meeting, Volume 41, Mt. Royal, NJ: Association of Research Otolaryngologists

2017

36.Emmanouilidou, D. & Elhilali, M. (2017) Patent: Lung sound denoising stethoscope, algorithm, and related methods.
37.Huang, N. & Elhilali, M. (2017) Neural underpinnings of auditory salience using natural scenes. In Abstracts of the Fortieth ARO Mid-Winter meeting, 40
38.Kaya, E. & Elhilali, M. (2017) Characteristics of bottom-up auditory attention in the brain. In Abstracts of the Fortieth ARO Mid-Winter meeting, Volume 40, Mt. Royal, NJ: Association of Research Otolaryngologists
39.Kaya, E.M. (2017) Computational and perceptual characterization of auditory attention.
40.Kaya, E.M. & Elhilali, M. (2017) Characterstics of bottom-up attention in the brain. In Abstracts of the Fortieth ARO Mid-Winter meeting, 40
41.McCollum, E., Park, D., Watson, N., Focht, C., Bunthi, C., Ebruke, B., Elhilali, M., Emmnouilidou, D., Hossain, L., Moore, D., Mudaua, A., Mulindwa, J., West, J., O'Brien, K., Feikin, D. & Hammitt, L. (2017) Digitally-recorded lung sounds and mortality among children 1-59 months old with pneumonia in the Pneumonia Etiology research for Child Health study. In International American Thoracic Society meeting
42.Skerritt-Davis, B. & Elhilali, M. (2017) Modeling individual differences in tracking changes in complex sound sequences. In Abstracts of the Fortieth ARO Mid-Winter meeting, 40
43.West, J., McLane, I., Elhilali, M. & Emmanouilidou, D. (2017) Programmable electronic stethoscope. In IEEE symposium on circuits and systems (ISCAS)

2016

44.Emmanouilidou, D., McLane, I., Elhilali, M. & West, J. (2016) Programmable electronic stethoscope for improved auscultation analysis. In Malone center symposium on engineering in healthcare, Johns Hopkins University
45.McCollum, E., Park, D., Watson, N., Buck, W., Bunthi, C., Devendra, A., Eburke, B., Elhilali, M., Emmanouilidou, D., Garcia-Prats, A., Githinji, L., Hossain, L., Moore, D., Mudau, A., Mulindwa, J., Olson, D., Awori, J.O., Vandepitte, W., Verwey, C., West, J., O'Brien, K., Feikin, D. & Hammitt, L. (2016) The characteristics and reliability of pediatric digital lung sound examinations in six African and Asian countries participating in the Pneumonia Etiology Research for Child Health (PERCH) project. In American Thoracic Society
46.McCollum, E., Park, D., Watson, N., Fancourt, N., Bunthi, C., Eburke, B., Elhilali, M., Emmanouilidou, D., Hossain, L., Moore, D., Mudau, A., Mulindwa, J., West, J., O'Brien, K.L., Feikin, D. & Hammitt, L. (2016) Diagnosing radiographic lung disease in children with clinical pneumonia using digitally recorded lung sounds: a pneumonia etiology research for child health (perch) sub-study. In 10th International Symposium on Pneumococci and Pneumococcal Diseases
47.Park, D., McCollum, E., Watson, N., Awori, J., Bunthi, C., Deloria-Knoll, M., Eburke, B., Elhilali, M., Emmanouilidou, D., Hossain, L., Moore, D., Mudau, A., Mulindwa, J., West, J., O'Brien, K.L., Feikin, D. & Hammitt, L. (2016) Digitally recorded lung sounds in cases and controls compared to standard lung auscultation in the pneumonia etiology research for child health (PERCH) case-control study. In 10th International Symposium on Pneumococci and Pneumococcal Diseases (ISPPD-10)
48.Skerritt-Davis, B. & Elhilali, M. (2016) Hearing statistical regularities in fractal melodies: An EEG study. In Abstracts of the Thirty-ninth ARO Mid-Winter meeting, 39

2015

49.Carlin, M.A. (2015) Computational models of representation and plasticity in the central auditory system. In Ph.D. thesis
50.Huang, N. & Elhilali, M. (2015) Around the World in 20 Scenes: An Exploration of Auditory Saliency through a Selection of Complex Natural Scenes. In Abstracts of the Thirty-eight ARO Mid-Winter meeting, Volume 38, Mt. Royal, NJ: Association of Research Otolaryngologists, 38
51.Kaya, E.M. & Elhilali, M. (2015) Investigating bottom-up auditory attention in the cortex. In Abstracts of the Thirty-eight ARO Mid-Winter meeting, Volume 38, Mt. Royal, NJ: Association of Research Otolaryngologists, 38
52.Skerritt-Davis, B. & Elhilali, M. (2015) Hearing Statistical Regularities in Fractal Tone Sequences. In Abstracts of the Thirty-eigth ARO Mid-Winter meeting, Volume 38, Mt. Royal, NJ: Association of Research Otolaryngologists, 38

2014

53.Carlin, M. & Elhilali, M. (2014) A computational model of optimal adaptive changes in auditory cortical receptive fields during behavioral tasks. In Computational and Systems Neuroscience Meeting, COSYNE'14, Salt Lake City, Utah
54.Elhilali, M. (2014) Multiscale processing of complex acoustic scenes. In Multiscale Consortium meeting, NIH

2013

55.Carlin, M. & Elhilali, M. (2013) An emergent spectro-temporal representation for natural sounds based on sustained firing of central auditory neurons. In Abstracts of the Thirty-sixth ARO Mid-Winter meeting, Volume 36, Mt. Royal, NJ: Association of Research Otolaryngologists, 36
56.Elgueda, D., Locastro, M., Englitz, B., Elhilali, M., Shamma, S. & Fritz, J. (2013) Laminar recordings of task-related receptive field plasticity with multisite depth electrodes in the primary auditory cortex (A1) of the behaving ferret. In Abstracts of the Thirty-sixth ARO Mid-Winter meeting, Volume 36, Mt. Royal, NJ: Association of Research Otolaryngologists, 36
57.Elhilali, M. (2013) Mechanisms of attention in auditory scene analysis. In Abstracts of the Thirty-sixth ARO Mid-Winter meeting, Volume 36, Mt. Royal, NJ: Association of Research Otolaryngologists, 36
58.Kaya, E. & Elhilali, M. (2013) Hearing the elephant in the scene: A computational model of bottom-up auditory attention for auditory scene analysis. In Abstracts of the Thirty-sixth ARO Mid-Winter meeting, Volume 36, Mt. Royal, NJ: Association of Research Otolaryngologists, 36
59.Patil, K. (2013) Sound object recognition. In Ph.D. thesis
60.Patil, K. & Elhilali, M. (2013) Attentional mechanisms for recognizing acoustic scenes. In Abstracts of the Thirty-sixth ARO Mid-Winter meeting, Volume 36, Mt. Royal, NJ: Association of Research Otolaryngologists, 36

2012

61.Akram, S., Simon, J.Z., Elhilali, M., Englitz, B. & Shamma, S.A. (2012) Interaction between attention to temporal features and temporal modulation tuning in auditory cortex. In Abstracts of the Thirty-fifth ARO Mid-Winter meeting, Volume 35, Mt. Royal, NJ: Association of Research Otolaryngologists, 35
62.Carlin, M.A. & Elhilali, M. (2012) Sustained firing of model cortical neurons yields richly structured spectro-temporal receptive fields. In Abstracts of the Thirty-fifth ARO Mid-Winter meeting, Volume 35, Mt. Royal, NJ: Association of Research Otolaryngologists, 35
63.Elhilali, M. (2012) Multiscale processing of complex acoustic scenes. In Multiscale Consortium meeting, NIH
64.Elhilali, M. (2012) Auditory scene analysis: It's all about expectations!. In meeting of the Acoustical Society of America, 131(4):3230-3230
65.Kaya, E.M. & Elhilali, M. (2012) Towards a computational model of mismatch negativity. In Sixth conference on mismatch negativity and its clinical and scientific applications, New York, NY
66.Nemala, S.K. (2012) Robust Speech Recognition by Humans and Machines: The Role of Spectro-Temporal Modulations. In Ph.D. thesis
67.Wolmetz, M. & Elhilali, M. (2012) Prior probabilities tune attentional bandwidth. In Meeting of the Acoustical Society of America, 132(3):1997

2011

68.Carlin, M. & Elhilali, M. (2011) Exploring the relationship between principles of temporal coherence and coding strategies in the auditory system. In Abstracts of the Thirty-fourth ARO Mid-Winter meeting, Volume 34, Mt. Royal, NJ: Association of Research Otolaryngologists, 34

2010

69.Elhilali, M., Chi, T., Pressnitzer, D. & Shamma, S.A. (2010) Auditory cortical models of musical timbre perception. In Forum of Empirics, Computation, Mathematics, Science and Technology in Music and Acoustical Signal Analysis (ECMST/MASA)
70.Fritz, J.B., David, S.V., Winkowski, D., N, P.Y., Elhilali, M. & Shamma, S.A. (2010) Intention and attention: Top-down influences on the representation of task-relevant sounds. In Annual meeting of the Acoustical Society of America, Baltimore, MD
71.Nemala, S. & Elhilali, M. (2010) Relevant spectro-temporal modulations for robust speech and nonspeech classification. In Annual meeting of the Acoustical Society of America, Baltimore, MD
72.Patil, K. & Elhilali, M. (2010) A biomimetic multi-resolution spectrotemporal model for musical timbre recognition. In Annual meeting of the Acoustical Society of America, Baltimore, MD.

2009

73.Xiang, J., Elhilali, M., Shamma, S.A. & Simon, J.Z. (2009) Competing streams at the cocktail party - A neural and behavioral study of auditory attention. In Abstracts of the Thirty-second ARO Mid-Winter meeting, Volume 32, Mt. Royal, NJ: Association of Research Otolaryngologists, 32

2008

74.Atiani, S., Elhilali, M., Fritz, J., Yin, P. & Shamma, S. (2008) Task difficulty and performance induce diverse adaptive patterns in gain and shape of auditory cortical receptive fields. In Society for Neuroscience meeting, Washington, DC
75.Elhilali, M., Xiang, J., Shamma, S.A. & Simon, J. (2008) Auditory attention at the Cocktail Party. In 33rd Annual interdisciplinary Conference
76.Elhilali, M., Xiang, J., Simon, J.Z. & Shamma, S.A. (2008) Foreground and background at the cocktail party: A neural and behavioral study of top-down and bottom-up auditory attention. In Computational and Systems Neuroscience Meeting, COSYNE'08, Salt Lake City, Utah
77.Shamma, S. & Elhilali, M. (2008) Auditory streaming and coherence. In meeting of the Acoustical Society of America, 123(5):3050-3050
78.Xiang, J., Elhilali, M., Shamma, S.A. & Simon, J. (2008) Auditory attention with competing auditory streams: a simultaneous behavioral and electrophysiological study. In Society for Neuroscience meeting, Washington, DC

2007

79.Elhilali, M. & Shamma, S.A. (2007) A biologically-inspired model for the parsing of complex sounds. In Annual Biomedical Engineering Society Meeting
80.Elhilali, M., Tapson, J. & Liu, S. (2007) Stream segregation: A channel-coincidence approach. In Neuromorphic Engineering Workshop Report
81.Elhilali, M., Xiang, J. & Shamma, S.A. (2007) Foreground and Background at the Cocktail Party - Interaction between Attention and Auditory Pop-out. In Society for Neuroscience meeting, San Diego, California
82.Ma, L., Yin, P., Elhilali, M., Fritz, J.B., Micheyl, C., Oxenham, A. & Shamma, S.A. (2007) A neurophysiological study of auditory stream segregation in ferret auditory cortex. In Abstracts of the Thirtieth ARO Mid-Winter meeting, Volume 30, Mt. Royal, NJ: Association of Research Otolaryngologists, 30
83.Xiang, J., Elhilali, M., Shamma, S.A. & Simon, J.Z. (2007) The interaction between attention and auditory pop-put. In Abstracts of the Thirtieth ARO Mid-Winter abstracts, Volume 30, Mt. Royal, NJ: Association of Research Otolaryngologists, 30
84.Xiang, J., Elhilali, M. & Simon, J. (2007) Foreground and background at the cocktail party - interaction between attention and auditory pop-out. In Bioscience day, U. of Maryland, College Park

2006

85.Atiani, S., Elhilali, M., Fritz, J.B. & Shamma, S.A. (2006) Rapid receptive field plasticity in A1 during signal detection in noise. In Society for Neuroscience meeting, Atlanta, Georgia
86.Atiani, S., Yin, P., Elhilali, M., Shamma, S.A. & Fritz, J.B. (2006) Effect of task difficulty on receptive field plasticity in A1. In Abstracts of the Twenty-ninth ARO Mid-Winter meeting, Volume 29, Mt. Royal, NJ: Association of Research Otolaryngologists, 29
87.Elhilali, M., Pressnitzer, D. & Shamma, S.A. (2006) Models of musical timbre using cortical spectro-temporal receptive fields and temporal codes. In 4th joint meeting of the Acoustical Society of America and the Acoustical Society of Japan
88.Elhilali, M. & Shamma, S.A. (2006) The correlative brain: A computational approach to auditory scene analysis. In Society for Neuroscience meeting, Atlanta, Georgia
89.Grant, K., Summers, V., Elhilali, M., Cord, M., Surr, R. & Walden, B. (2006) Predicting hearing aid microphone preferences in normal and hearing-impaired adults. In American Auditory Society Meeting (AAS)
90.Shamma, S. & Elhilali, M. (2006) Auditory streaming and the spectrotemporal analysis of sound in the cortex. In meeting of the Acoustical society of America

2005

91.Elhilali, M., Atiani, S., Li, Y., Jain, M., Fritz, J.B. & Shamma, S.A. (2005) The other side of the coin of cortical plasticity - Receptive field stability in ferret A1. In Abstracts of the Twenty-eight ARO Mid-Winter meeting, Volume 28, Mt. Royal, NJ: Association of Research Otolaryngologists, 28
92.Elhilali, M., Ihlefeld, A., Slaney, M., Mesgarani, N., Hamilton, T., Tapson, J., David, S., Denham, S., Anderson, D., Andreou, A. & Shamma, S.A. (2005) Sensory integration and decision-making models for navigating robots. In Neuromorphic Engineering Workshop Report
93.Elhilali, M. & Shamma, S.A. (2005) Auditory streaming and the spectrotemporal analysis of sound in the cortex. In Computational and Systems Neuroscience Meeting (COSYNE'05)
94.Fritz, J., Elhilali, M., Yin, P., Harper, N., Donaldson, K. & Shamma, S.A. (2005) Multiple auditory tasks and the single cortical neuron: Salient temporal and spectral cues drive orthogonal, dynamic, task-related receptive plasticity in primary auditory cortex. In Society for Neuroscience meeting, Washington, DC
95.Fritz, J.B., Elhilali, M., Harper, N., Haisfield, C., Yin, P. & Shamma, S.A. (2005) Do salient temporal cues play a role in dynamic receptive field plasticity in A1. In Abstracts of the Twenty-eight ARO Mid-Winter meeting, Volume 28, Mt. Royal, NJ: Association of Research Otolaryngologists, 28
96.Grant, K., Elhilali, M., Shamma, S.A., Walden, B.E., Surr, R.K., Cord, M.T. & Dittberner, A. (2005) Acoustic measures predicting OMNI/DIR microphone preference. In American Academy of Audiologists 2005 convention, Washington DC
97.Mesgarani, N., Atiani, S., Elhilali, M., Shamma, S.A. & Fritz, J.B. (2005) Effect of stimulus ensemble on cortical receptive fields: A comparison between rippled noise and natural stimuli. In Abstracts of the Twenty-eight ARO Mid-Winter meeting, Volume 28, Mt. Royal, NJ: Association of Research Otolaryngologists, 28

2004

98.Elhilali, M. (2004) Neural Basis and Computational Strategies for Auditory Processing. In Ph.D. thesis
99.Elhilali, M., Hermansky, H., Andreou, A., Anderson, D., Vasilaki, E., Slaney, M., Lewicki, M., Mesgarani, N., Duangudom, T. & Shamma, S.A. (2004) Designing a biological key-word spotting system. In Neuromorphic Engineering Workshop Report
100.Elhilali, M. & Shamma, S.A. (2004) Adaptive cortical model for auditory streaming and monaural speaker separation. In Workshop on Speech Separation and Comprehension in Complex Acoustic Environments by Humans and Machines, Montreal, Canada.
101.Elhilali, M. & Shamma, S.A. (2004) An exploration into temporal precision in A1. In International Symposium on Neuroscience, Natal, Brazil
102.Fritz, J., Elhilali, M., Duque, A. & Shamma, S.A. (2004) The influence of salient behavioral cues on dynamic receptive field plasticity in primary auditory cortex - is there a role for prefrontal cortex?. In Society for Neuroscience meeting, San Diego, California
103.Fritz, J.B., Elhilali, M. & Shamma, S.A. (2004) The role of salient behavioral cues in dynamic receptive field plasticity. In Abstracts of the Twenty-seventh ARO Mid-Winter meeting, Volume 27, Mt. Royal, NJ: Association of Research Otolaryngologists, 27

2003

104.Elhilali, M., Fritz, J.B., Klein, D.J., Simon, J.Z. & Shamma, S.A. (2003) What does precise spiking tell us about the structure of its receptive fields?. In Abstracts of the Twenty-sixth ARO Mid-Winter meeting, Volume 26, Mt. Royal, NJ: Association of Research Otolaryngologists, 26
105.Fritz, J., Elhilali, M., Klein, D.J. & Shamma, S.A. (2003) Dynamic adaptive plasticity of spectro-temporal receptive fields in the primary auditory cortex of the behaving ferret. In Society for Neuroscience meeting, New Orleans, LA

2002

106.Elhilali, M., Fritz, J.B., Bozak, D., Depireux, D.A., Simon, J.Z., Klein, D.J. & Shamma, S.A. (2002) Comparison of response characteristics in auditory cortex of the awake and anesthetized ferret. In Abstracts of the Twenty-fifth ARO Mid-Winter meeting, Volume 25, Mt. Royal, NJ: Association of Research Otolaryngologists, 25

2001

107.Elhilali, M., Gordon, C. & Snider, R. (2001) Voice recognition interface for cochlear chips. In Neuromorphic Engineering Workshop Report



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