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

Journal Articles and Conference Proceedings

2025

1.Gaudio, A., Giordano, N., Elhilali, M., Schmidt, S. & Renna, F. (2025) Pulmonary Hypertension Detection From Heart Sound Analysis. IEEE Transactions on Biomedical Engineering, 72(10):2902-2914
2.Gaudio, A., Hahn, H., West, J. & Elhilali, M. (2025) Diaphragm Design for an Electret Microphone Stethoscope. IEEE Sensors Journal, 25(14):26711-26722
3.Hai, J. & Elhilali, M. (2025) SynSonic: Augmenting Sound Event Detection through Text-to-Audio Diffusion ControlNet and Effective Sample Filtering. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pages to appear
4.Hai, J., Wang, H., Guo, W. & Elhilali, M. (2025) FlexSED: Towards Open-Vocabulary Sound Event Detection. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pages to appear
5.Hai, J., Xu, Y., Zhang, H., Li, C., Wang, H., Elhilali, M. & Yu, D. (2025) EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer. In Interspeech 2025, pages 4233-4237
6.Hoekstra, N.E., Chagomerana, M.B., Smith, Z.H., Kala, A., McLane, I., Verwey, C., Olson, D., Buck, W.C., Mulindwa, J., Gaudio, A., Kapoor, S., Schuh, H.B., Chiume, M., Fitzgerald, E., Elhilali, M., Mvalo, T., Hosseinipour, M. & McCollum, E.D. (2025) Performance of an artificial intelligence algorithm for interpreting lung sounds from children hospitalised with pneumonia in Malawi. Journal of Global Health, 15:04264
7.Kala, A. & Elhilali, M. (2025) Multi-Stage Respiratory Sound Analysis: Confidence-Driven Wheeze \& Crackle Detection. IEEE Transactions on Biomedical Engineering, pages 1-10
8.Liu, Y.J. & Elhilali, M. (2025) Sound identity, salience, and perceived importance in complex auditory environments. The Journal of the Acoustical Society of America, 158(4):3489-3502
9.Lu, K., Dutta, K., Mohammed, A., Elhilali, M. & Shamma, S. (2025) Temporal-coherence induces binding of responses to sound sequences in ferret auditory cortex. iScience, 28(3):111991
10.Wang, H., Hai, J., Lu, Y.J., Thakkar, K., Elhilali, M. & Dehak, N. (2025) SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer. In ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1-5, IEEE
11.Zhao, S., Skerritt-Davis, B., Elhilali, M., Dick, F. & Chait, M. (2025) Sustained EEG responses to rapidly unfolding stochastic sounds reflect Bayesian inferred reliability tracking. Progress in Neurobiology, 244:102696

2024

12.Englitz, B., Akram, S., Elhilali, M. & Shamma, S. (2024) Decoding contextual influences on auditory perception from primary auditory cortex. eLife, 13, eLife Sciences Publications Limited
13.Hai, J., Thakkar, K., Wang, H., Qin, Z. & Elhilali, M. (2024) DreamVoice: Text-Guided Voice Conversion. In Interspeech 2024, pages 4373-4377, ISCA
14.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, IEEE
15.Joshi, N., Ng, W.Y., Thakkar, K., Duque, D., Yin, P., Fritz, J., Elhilali, M. & Shamma, S. (2024) Temporal coherence shapes cortical responses to speech mixtures in a ferret cocktail party. Communications Biology, 7(1):1392
16.Kala, A., Chong, D., Baqui, A.H., Ahmed, S., Islam, A.A., Chowdhury, N., Roy, A., McCollum, E.D. & Elhilali, M. (2024) Computer-Aided Lung Auscultation Screening and Radiographic Evaluation of Pediatric Pneumonia. In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 1-6, IEEE
17.Kala, A. & Elhilali, M. (2024) Robust Anomaly Detection of Adventitious Auscultation Signals using Bayesian Belief Tracking. In 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pages 1-5, IEEE
18.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
19.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
20.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, IEEE
21.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, IEEE

2023

22.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
23.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, IEEE
24.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, IEEE
25.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)
26.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, IEEE
27.Kala, A., McCollum, E.D. & Elhilali, M. (2023) Reference free auscultation quality metric and its trends. Biomedical Signal Processing and Control, 85:104852, Elsevier
28.Kothinti, S.R. & Elhilali, M. (2023) Are acoustics enough? Semantic effects on auditory salience in natural scenes. Frontiers in Psychology, 14:1276237, Frontiers
29.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
30.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

31.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, IEEE
32.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, IEEE
33.Park, D.E., Watson, N.L., Focht, C., Feikin, D., Hammitt, L.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. (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, Archives of Disease in childhood
34.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, IEEE
35.Rennoll, V., McLane, I., Elhilali, M. & West, J.E. (2022) Optimized Acoustic Phantom Design for Characterizing Body Sound Sensors. Sensors, 22(23):9086, Multidisciplinary Digital Publishing Institute

2021

36.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, American Physiological Society
37.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
38.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
39.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
40.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, IEEE
41.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
42.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
43.Skerritt-Davis, B. & Elhilali, M. (2021) Computational framework for investigating predictive processing in auditory perception. Journal of Neuroscience Methods, 360:109177
44.Skerritt-Davis, B. & Elhilali, M. (2021) Neural Encoding of Auditory Statistics. Journal of Neuroscience, 41(31):6726-6739, Society for Neuroscience

2020

45.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
46.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, IEEE
47.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, IEEE
48.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
49.Huang, N. & Elhilali, M. (2020) Push-pull competition between bottom-up and top-down auditory attention to natural soundscapes. eLife, 9, Push-pull competition between bottom-up and top-down auditory attention to natural soundscapes. eLife
50.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, IEEE
51.Kaya, E.M., Huang, N. & Elhilali, M. (2020) Pitch, Timbre and Intensity Interdependently Modulate Neural Responses to Salient Sounds. Neuroscience, 440:1-14
52.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, IEEE
53.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
54.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
55.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
56.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

57.Chakrabarty, D. & Elhilali, M. (2019) A Gestalt inference model for auditory scene segregation. PLOS Computational Biology, 15(1):e1006711
58.Elhilali, M. & West, J.E. (2019) The Stethoscope Gets Smart. IEEE Spectrum, 56(02):36-41
59.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, IEEE
60.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, ISCA
61.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

62.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, IEEE
63.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
64.Huang, N., Slaney, M. & Elhilali, M. (2018) Connecting deep neural networks to physical, perceptual, and electrophysiological auditory signals. Frontiers in Neuroscience, 12(532)
65.Skerritt-Davis, B. & Elhilali, M. (2018) Detecting change in stochastic sound sequences. PLOS Computational Biology, 14(5):e1006162

2017

66.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, The Danavox Jubilee Foundation
67.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
68.Huang, N. & Elhilali, M. (2017) Auditory salience using natural soundscapes. The Journal of the Acoustical Society of America, 141(3):2163-2176
69.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
70.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, Archives of Disease in childhood
71.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

72.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, IEEE
73.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, IEEE
74.Wolmetz, M. & Elhilali, M. (2016) Attentional and Contextual Priors in Sound Perception. PLOS ONE, 11(2):e0149635

2015

75.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, IEEE
76.Carlin, M.A. & Elhilali, M. (2015) Modeling attention-driven plasticity in auditory cortical receptive fields. Frontiers in computational neuroscience, 9:106
77.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
78.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, IEEE
79.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, IEEE
80.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
81.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
82.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

83.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
84.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
85.Kaya, E.M. & Elhilali, M. (2014) Investigating bottom-up auditory attention. Frontiers in Human Neuroscience, 8:327
86.Krishnan, L., Elhilali, M. & Shamma, S. (2014) Segregating complex sound sources through temporal coherence.. PLoS computational biology, 10(12):e1003985
87.Shuai, L. & Elhilali, M. (2014) Task-dependent neural representations of salient events in dynamic auditory scenes. Frontiers in Neuroscience, 8:203

2013

88.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
89.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, IEEE
90.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, IEEE
91.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, IEEE
92.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, IEEE
93.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, IEEE
94.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
95.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
96.Patil, K. & Elhilali, M. (2013) Multiresolution auditory representations for scene classification. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)
97.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, IEEE
98.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

99.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
100.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
101.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, IEEE
102.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, IEEE
103.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, IEEE
104.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, IEEE
105.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
106.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
107.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
108.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, IEEE

2011

109.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, IEEE
110.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
111.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
112.Shamma, S.A., Elhilali, M. & Micheyl, C. (2011) Temporal coherence and attention in auditory scene analysis. Trends in neurosciences, 34(3):114-23

2010

113.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, IEEE
114.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
115.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

116.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
117.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
118.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
119.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

120.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
121.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
122.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
123.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

124.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
125.Elhilali, M. & Shamma, S.A. (2007) A cortical view on auditory scene analysis: A physiological and computational approach. In 19th International Congress on Acoustics
126.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
127.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
128.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
129.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

130.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

131.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
132.Fritz, J., Shamma, S. & Elhilali, M. (2005) One Click, Two Clicks: The Past Shapes the Future in Auditory Cortex. Neuron, 47(3):325-327
133.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

134.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

135.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
136.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

137.Elhilali, M. (2001) Audio and multimedia processing in digital libraries. In International Mediterranean Workshop on Digital Libraries
138.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, Elsevier

2019

2.Elhilali, M. (2019) Modulation Representations for Speech and Music. In Timbre: Acoustics, Perception, and Cognition, pages 335-359, Springer
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, Frontiers Media SA

2017

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

2013

5.Depireux, D.A. & Elhilali, M. (2013) Handbook of modern techniques in auditory cortex. , Nova Science Publishers, Inc.
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, Nova Science Pub Inc

2012

7.Elhilali, M. (2012) Auditory cortex: Anatomy, functions and disorders. , Nova Science Publishers, Inc.

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, Springer
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, Springer New York
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, Springer New York
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, Springer

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, Springer Verlag
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, Springer Verlag

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, Springer
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, Lawrence Erlbaum Associates


Published Reports, Theses, and Abstracts

2025

1.Fatemi, N., Liao, H.I. & Elhilali, M. (2025) Underpinnings of acoustic feature integration in auditory salience: Insights from behavioral and pupillary responses. In meeting of the Acoustical Society of America, 157(4\_Supplement):A115-A115
2.Huet, M.P. & Elhilali, M. (2025) Neural representation of auditory sound categories across cognitive tasks in electroencephalography.. In meeting of the Acoustical Society of America, 157(4\_Supplement):A278-A278
3.Kapoor, S., Gaudio, A., Hoekstra, N., Laubscher, L., Hanh, H., Gie, A., Goussaes, P., Redfern, A., Hesseling, A., van der Zalm, M., Elhilali, M. & McCollum, E. (2025) Development of a novel digital lung auscultation annotation platform for improving artificial intelligence-powered lung sound classification algorithms – Auscultation Lab. In The Union conference
4.Kapoor, S., Labscher, L., Hoekstra, N., Gie, A., Gaudio, A., Hanh, H., Barach, P., King, C., Redfern, A., Elhilali, M., van der Zalm, M. & McCollum, E. (2025) Development of pediatric artificial intelligence lung sound algorithm using pulmonary physician-expert analysis to improve the accuracy of diagnosing pneumonia in low- and middle-income countries. In The Union conference
5.Kumar, R. & Elhilali, M. (2025) Decoding ambiguity: Behavioral insights into contextual priors in auditory perception. In meeting of the Acoustical Society of America, 157(4\_Supplement):A118-A118
6.Liu, Y.J. & Elhilali, M. (2025) Foreground to background: Sound identity as a determinant of auditory salience and importance. In meeting of the Acoustical Society of America, 157(4\_Supplement):A118-A118

2024

7.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
8.Hai, J., Xu, Y., Zhang, H., Li, C., Wang, H., Elhilali, M. & Yu, D. (2024) EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer. In Speech and Audio in the Northeast Workshop (SANE)
9.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
10.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
11.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

12.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
13.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
14.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
15.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
16.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
17.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

18.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
19.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
20.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
21.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
22.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

23.Allen, K., Salles, A., Park, S., Elhilali, M. & Moss, C.F. (2020) 3D object representation in echolocating bats. In NSF Brain Initiative meeting
24.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
25.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
26.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
27.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
28.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
29.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
30.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
31.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

32.Elhilali, M. (2019) Multiscale modeling of the cocktail party problem. In Multiscale modeling consortium meeting
33.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
34.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
35.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
36.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
37.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, Acoustical Society of America ASA

2018

38.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
39.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
40.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
41.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
42.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

43.Emmanouilidou, D. & Elhilali, M. (2017) Patent: Lung sound denoising stethoscope, algorithm, and related methods. , USPTO
44.Huang, N. & Elhilali, M. (2017) Neural underpinnings of auditory salience using natural scenes. In Abstracts of the Fortieth ARO Mid-Winter meeting, 40
45.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
46.Kaya, E.M. (2017) Computational and perceptual characterization of auditory attention.
47.Kaya, E.M. & Elhilali, M. (2017) Characterstics of bottom-up attention in the brain. In Abstracts of the Fortieth ARO Mid-Winter meeting, 40
48.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
49.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
50.West, J., McLane, I., Elhilali, M. & Emmanouilidou, D. (2017) Programmable electronic stethoscope. In IEEE symposium on circuits and systems (ISCAS)

2016

51.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
52.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
53.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
54.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)
55.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

56.Carlin, M.A. (2015) Computational models of representation and plasticity in the central auditory system. In Ph.D. thesis
57.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
58.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
59.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

60.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
61.Elhilali, M. (2014) Multiscale processing of complex acoustic scenes. In Multiscale Consortium meeting, NIH

2013

62.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
63.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
64.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
65.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
66.Patil, K. (2013) Sound object recognition. In Ph.D. thesis
67.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

68.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
69.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
70.Elhilali, M. (2012) Multiscale processing of complex acoustic scenes. In Multiscale Consortium meeting, NIH
71.Elhilali, M. (2012) Auditory scene analysis: It's all about expectations!. In meeting of the Acoustical Society of America, 131(4):3230-3230
72.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
73.Nemala, S.K. (2012) Robust Speech Recognition by Humans and Machines: The Role of Spectro-Temporal Modulations. In Ph.D. thesis
74.Wolmetz, M. & Elhilali, M. (2012) Prior probabilities tune attentional bandwidth. In Meeting of the Acoustical Society of America, 132(3):1997

2011

75.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

76.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)
77.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
78.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
79.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

80.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

81.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
82.Elhilali, M., Xiang, J., Shamma, S.A. & Simon, J. (2008) Auditory attention at the Cocktail Party. In 33rd Annual interdisciplinary Conference
83.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
84.Shamma, S. & Elhilali, M. (2008) Auditory streaming and coherence. In meeting of the Acoustical Society of America, 123(5):3050-3050
85.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

86.Elhilali, M. & Shamma, S.A. (2007) A biologically-inspired model for the parsing of complex sounds. In Annual Biomedical Engineering Society Meeting
87.Elhilali, M., Tapson, J. & Liu, S. (2007) Stream segregation: A channel-coincidence approach. In Neuromorphic Engineering Workshop Report
88.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
89.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
90.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
91.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

92.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
93.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
94.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
95.Elhilali, M. & Shamma, S.A. (2006) The correlative brain: A computational approach to auditory scene analysis. In Society for Neuroscience meeting, Atlanta, Georgia
96.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)
97.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

98.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
99.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
100.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)
101.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
102.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
103.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
104.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

105.Elhilali, M. (2004) Neural Basis and Computational Strategies for Auditory Processing. In Ph.D. thesis
106.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
107.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.
108.Elhilali, M. & Shamma, S.A. (2004) An exploration into temporal precision in A1. In International Symposium on Neuroscience, Natal, Brazil
109.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
110.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

111.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
112.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

113.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

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



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