Mounya Elhilali

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 40

Top Topics

Event Detection

Top Venues

PLoS Comput. Biol.

Publications

Sangwook Park, Angeles Salles, Kathryne Allen, Cynthia F. Moss, Mounya Elhilali
Biomimetic Mappings for Active Sonar Object Recognition in Clutter. ICASSP (2024)
Jiarui Hai, Helin Wang, Dongchao Yang, Karan Thakkar, Najim Dehak, Mounya Elhilali
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. ICASSP (2024)
Sandeep Reddy Kothinti, Mounya Elhilali
Multi-rate modulation encoding via unsupervised learning for audio event detection. EURASIP J. Audio Speech Music. Process. 2024 (1) (2024)
Karan Thakkar, Jiarui Hai, Mounya Elhilali
Investigating Self-Supervised Deep Representations for EEG-Based Auditory Attention Decoding. ICASSP (2024)
Ashwin Bellur, Karan Thakkar, Mounya Elhilali
Explicit-memory multiresolution adaptive framework for speech and music separation. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Annapurna Kala, Eric D. McCollum, Mounya Elhilali
Reference free auscultation quality metric and its trends. Biomed. Signal Process. Control. 85 (2023)
Karan Thakkar, Jiarui Hai, Mounya Elhilali
Investigating Self-Supervised Deep Representations for EEG-based Auditory Attention Decoding. CoRR (2023)
Jiarui Hai, Yu-Jeh Liu, Mounya Elhilali
Boosting Modality Representation With Pre-Trained Models and Multi-Task Training for Multimodal Sentiment Analysis. ASRU (2023)
Jiarui Hai, Helin Wang, Dongchao Yang, Karan Thakkar, Najim Dehak, Mounya Elhilali
DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. CoRR (2023)
Sangwook Park, David K. Han, Mounya Elhilali
Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. IEEE Trans. Multim. 25 (2023)
Annapurna Kala, Mounya Elhilali
Constrained Synthetic Sampling for Augmentation of Crackle Lung Sounds. EMBC (2023)
Jiarui Hai, Mounya Elhilali
Diff-Pitcher: Diffusion-Based Singing Voice Pitch Correction. WASPAA (2023)
Valerie E. Rennoll, Ian McLane, Mounya Elhilali, James E. West
Optimized Acoustic Phantom Design for Characterizing Body Sound Sensors. Sensors 22 (23) (2022)
Sandeep Kothinti, Mounya Elhilali
Temporal Contrastive-Loss for Audio Event Detection. ICASSP (2022)
Annapurna Kala, Eric D. McCollum, Mounya Elhilali
Implications of clinical variability on computer-aided lung auscultation classification. EMBC (2022)
Sangwook Park, Sandeep Reddy Kothinti, Mounya Elhilali
Temporal coding with magnitude-phase regularization for sound event detection. INTERSPEECH (2022)
Sangwook Park, Mounya Elhilali
Time-Balanced Focal Loss for Audio Event Detection. ICASSP (2022)
Valerie E. Rennoll, Ian McLane, Dimitra Emmanouilidou, James West, Mounya Elhilali
Electronic Stethoscope Filtering Mimics the Perceived Sound Characteristics of Acoustic Stethoscope. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Ian McLane, Dimitra Emmanouilidou, James E. West, Mounya Elhilali
Design and Comparative Performance of a Robust Lung Auscultation System for Noisy Clinical Settings. IEEE J. Biomed. Health Informatics 25 (7) (2021)
Sangwook Park, David K. Han, Mounya Elhilali
Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. CoRR (2021)
Sangwook Park, Ashwin Bellur, David K. Han, Mounya Elhilali
Self-Training for Sound Event Detection in Audio Mixtures. ICASSP (2021)
Mounya Elhilali
Adaptive Listening to Everyday Soundscapes. Interspeech (2021)
Sandeep Kothinti, Benjamin Skerritt-Davis, Aditya Nair, Mounya Elhilali
Synthesizing Engaging Music Using Dynamic Models of Statistical Surprisal. ICASSP (2020)
Ashwin Bellur, Mounya Elhilali
Bio-Mimetic Attentional Feedback in Music Source Separation. ICASSP (2020)
Nathan C. Higgins, David Frank Little, Breanne D. Yerkes, Karli M. Nave, Abin Kuruvilla-Mathew, Mounya Elhilali, Joel S. Snyder
Neural correlates of perceptual switching while listening to bistable auditory streaming stimuli. NeuroImage 204 (2020)
Stephanie Graceffo, Amyna Husain, Salahuddin Ahmed, Eric D. McCollum, Mounya Elhilali
Validation of Auscultation Technologies using Objective and Clinical Comparisons. EMBC (2020)
Annapurna Kala, Amyna Husain, Eric D. McCollum, Mounya Elhilali
An objective measure of signal quality for pediatric lung auscultations. EMBC (2020)
David Frank Little, Joel S. Snyder, Mounya Elhilali
Ensemble modeling of auditory streaming reveals potential sources of bistability across the perceptual hierarchy. PLoS Comput. Biol. 16 (4) (2020)
Ashwin Bellur, Mounya Elhilali
Audio Object Classification Using Distributed Beliefs and Attention. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Sangwook Park, Mounya Elhilali, David K. Han, Hanseok Ko
Amphibian Sounds Generating Network Based on Adversarial Learning. IEEE Signal Process. Lett. 27 (2020)
Debmalya Chakrabarty, Mounya Elhilali
A Gestalt inference model for auditory scene segregation. PLoS Comput. Biol. 15 (1) (2019)
Sangwook Park, David K. Han, Mounya Elhilali
A Study of a Cross-Language Perception Based on Cortical Analysis Using Biomimetic STRFs. INTERSPEECH (2019)
Sandeep Kothinti, Keisuke Imoto, Debmalya Chakrabarty, Gregory Sell, Shinji Watanabe, Mounya Elhilali
Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection. ICASSP (2019)
Dimitra Emmanouilidou, Eric D. McCollum, Daniel E. Park, Mounya Elhilali
Computerized Lung Sound Screening for Pediatric Auscultation in Noisy Field Environments. IEEE Trans. Biomed. Eng. 65 (7) (2018)
Sandeep Kothinti, Keisuke Imoto, Debmalya Chakrabarty, Gregory Sell, Shinji Watanabe, Mounya Elhilali
Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection. CoRR (2018)
Benjamin Skerritt-Davis, Mounya Elhilali
Detecting change in stochastic sound sequences. PLoS Comput. Biol. 14 (5) (2018)
Ashwin Bellur, Mounya Elhilali
Sensory Mapping Adaptation Under Multiple Task Scenarios. ICASSP (2018)
Ashwin Bellur, Mounya Elhilali
Feedback-Driven Sensory Mapping Adaptation for Robust Speech Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25 (3) (2017)
Debmalya Chakrabarty, Mounya Elhilali
Abnormal sound event detection using temporal trajectories mixtures. ICASSP (2016)
Dimitra Emmanouilidou, Mounya Elhilali
Rich Representation Spaces: Benefits in Digital Auscultation Signal Analysis. SiPS (2016)
Dimitra Emmanouilidou, Eric D. McCollum, Daniel E. Park, Mounya Elhilali
Adaptive Noise Suppression of Pediatric Lung Auscultations With Real Applications to Noisy Clinical Settings in Developing Countries. IEEE Trans. Biomed. Eng. 62 (9) (2015)
Michael A. Carlin, Mounya Elhilali
Modeling attention-driven plasticity in auditory cortical receptive fields. Frontiers Comput. Neurosci. 9 (2015)
Debmalya Chakrabarty, Mounya Elhilali
Modeling goal-directed attention in tone sequences using a weighted Kalman filter. CISS (2015)
Michael A. Carlin, Mounya Elhilali
A Framework for Speech Activity Detection Using Adaptive Auditory Receptive Fields. IEEE ACM Trans. Audio Speech Lang. Process. 23 (12) (2015)
Debmalya Chakrabarty, Mounya Elhilali
Exploring the role of temporal dynamics in acoustic scene classification. WASPAA (2015)
Ashwin Bellur, Mounya Elhilali
Detection of speech tokens in noise using adaptive spectrotemporal receptive fields. CISS (2015)
Kailash Patil, Mounya Elhilali
Biomimetic spectro-temporal features for music instrument recognition in isolated notes and solo phrases. EURASIP J. Audio Speech Music. Process. 2015 (2015)
Lakshmi Krishnan, Mounya Elhilali, Shihab A. Shamma
Segregating Complex Sound Sources through Temporal Coherence. PLoS Comput. Biol. 10 (12) (2014)
Mounya Elhilali
Bayesian inference in auditory scenes. EMBC (2013)
Emine Merve Kaya, Mounya Elhilali
A model of auditory deviance detection. CISS (2013)
Dimitra Emmanouilidou, Mounya Elhilali
Characterization of noise contaminations in lung sound recordings. EMBC (2013)
Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali
Recognizing the message and the messenger: biomimetic spectral analysis for robust speech and speaker recognition. Int. J. Speech Technol. 16 (3) (2013)
Kailash Patil, Mounya Elhilali
Task-driven attentional mechanisms for auditory scene recognition. ICASSP (2013)
Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali
A Multistream Feature Framework Based on Bandpass Modulation Filtering for Robust Speech Recognition. IEEE Trans. Speech Audio Process. 21 (2) (2013)
Emine Merve Kaya, Mounya Elhilali
Abnormality detection in noisy biosignals. EMBC (2013)
Debmalya Chakrabarty, Mounya Elhilali
Predictive analysis of two tone stream segregation via extended Kalman filter. CISS (2013)
Michael A. Carlin, Mounya Elhilali
Sustained Firing of Model Central Auditory Neurons Yields a Discriminative Spectro-temporal Representation for Natural Sounds. PLoS Comput. Biol. 9 (3) (2013)
Daniel Garcia-Romero, Xinhui Zhou, Dmitry N. Zotkin, Balaji Vasan Srinivasan, Yuancheng Luo, Sriram Ganapathy, Samuel Thomas, Sridhar Krishna Nemala, Garimella S. V. S. Sivaram, Majid Mirbagheri, Sri Harish Reddy Mallidi, Thomas Janu, Padmanabhan Rajan, Nima Mesgarani, Mounya Elhilali, Hynek Hermansky, Shihab A. Shamma, Ramani Duraiswami
The UMD-JHU 2011 speaker recognition system. ICASSP (2012)
Emine Merve Kaya, Mounya Elhilali
A temporal saliency map for modeling auditory attention. CISS (2012)
Kailash Patil, Mounya Elhilali
Goal-Oriented Auditory Scene Recognition. INTERSPEECH (2012)
Dimitra Emmanouilidou, Kailash Patil, James West, Mounya Elhilali
A multiresolution analysis for detection of abnormal lung sounds. EMBC (2012)
Michael A. Carlin, Kailash Patil, Sridhar Krishna Nemala, Mounya Elhilali
Robust phoneme recognition based on biomimetic speech contours. INTERSPEECH (2012)
Kailash Patil, Daniel Pressnitzer, Shihab A. Shamma, Mounya Elhilali
Music in Our Ears: The Biological Bases of Musical Timbre Perception. PLoS Comput. Biol. 8 (11) (2012)
Sridhar Krishna Nemala, Dmitry N. Zotkin, Ramani Duraiswami, Mounya Elhilali
Biomimetic Multi-Resolution Analysis for Robust Speaker Recognition. EURASIP J. Audio Speech Music. Process. 2012 (2012)
Malcolm Slaney, Trevor Agus, Shih-Chii Liu, Emine Merve Kaya, Mounya Elhilali
A model of attention-driven scene analysis. ICASSP (2012)
Sridhar Krishna Nemala, Mounya Elhilali
Multilevel speech intelligibility for robust speaker recognition. ICASSP (2012)
Sridhar Krishna Nemala, Mounya Elhilali
Multistream robust speaker recognition based on speech intelligibility. CISS (2011)
Michael A. Carlin, Mounya Elhilali
Exploiting temporal coherence in speech for data-driven feature extraction. CISS (2011)
Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali
Multistream Bandpass Modulation Features for Robust Speech Recognition. INTERSPEECH (2011)
Sridhar Krishna Nemala, Mounya Elhilali
A joint acoustic and phonological approach to speech intelligibility assessment. ICASSP (2010)
Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Trac D. Tran, Hynek Hermansky
Sparse coding for speech recognition. ICASSP (2010)
Nima Mesgarani, Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Hynek Hermansky
Discriminant spectrotemporal features for phoneme recognition. INTERSPEECH (2009)
Mounya Elhilali, Shihab A. Shamma
Information-bearing components of speech intelligibility under babble-noise and bandlimiting distortions. ICASSP (2008)
Mounya Elhilali, Shihab A. Shamma
A Biologically-Inspired Approach to the Cocktail Party Problem. ICASSP (5) (2006)
Mounya Elhilali, Taishih Chi, Shihab A. Shamma
A spectro-temporal modulation index (STMI) for assessment of speech intelligibility. Speech Commun. 41 (2-3) (2003)