Mounya Elhilali

92 papers A 9C 1Misc 26Journal 39Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking. CoRR Xilin Jiang, Qiaolin Wang, Junkai Wu, Xiaomin He, Zhongweiyang Xu, Yinghao Ma, Minshuo Piao, Kaiyi Yang, Xiuwen Zheng, Riki Shimizu, Yicong Chen, Arsalan Firoozi, Gavin Mischler, Sukru Samet Dindar, Richard J. Antonello, Linyang He, Tsun-An Hsieh, Xulin Fan, Yulun Wu, Yuesheng Ma, Chaitanya Amballa, Weixiong Chen, Jiarui Hai, Ruisi Li, Vishal Choudhari, Cong Han, Yinghao Aaron Li, Adeen Flinker, Mounya Elhilali, Emmanouil Benetos, Mark Hasegawa-Johnson, Romit Roy Choudhury, Nima Mesgarani
2026	J	`jnl`	DECAF: Dynamic Envelope Context-Aware Fusion for Speech-Envelope Reconstruction from EEG. CoRR Karan Thakkar, Mounya Elhilali
2026	J	`jnl`	Perception of dynamic multi-speaker auditory scenes under different modes of attention. NeuroImage Stephanie Graceffo, David Frank Little, Emine Merve Kaya, Mounya Elhilali
2025	J	`jnl`	CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech. CoRR Helin Wang, Jiarui Hai, Dading Chong, Karan Thakkar, Tiantian Feng, Dongchao Yang, Junhyeok Lee, Laureano Moro-Velázquez, Jesús Villalba, Zengyi Qin, Shrikanth Narayanan, Mounya Elhilali, Najim Dehak
2025	A	`conf`	EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer. INTERSPEECH Jiarui Hai, Yong Xu, Hao Zhang, Chenxing Li, Helin Wang, Mounya Elhilali, Dong Yu
2025	—	`conf`	FlexSED: Towards Open-Vocabulary Sound Event Detection. WASPAA Jiarui Hai, Helin Wang, Weizhe Guo, Mounya Elhilali
2025	J	`jnl`	FlexSED: Towards Open-Vocabulary Sound Event Detection. CoRR Jiarui Hai, Helin Wang, Weizhe Guo, Mounya Elhilali
2025	J	`jnl`	Pulmonary Hypertension Detection From Heart Sound Analysis. IEEE Trans. Biomed. Eng. Alex Gaudio, Noemi Giordano, Mounya Elhilali, Samuel E. Schmidt, Francesco Renna
2025	Misc	`conf`	SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer. ICASSP Helin Wang, Jiarui Hai, Yen-Ju Lu, Karan Thakkar, Mounya Elhilali, Najim Dehak
2025	—	`conf`	SynSonic: Augmenting Sound Event Detection through Text-to-Audio Diffusion ControlNet and Effective Sample Filtering. WASPAA Jiarui Hai, Mounya Elhilali
2025	J	`jnl`	SynSonic: Augmenting Sound Event Detection through Text-to-Audio Diffusion ControlNet and Effective Sample Filtering. CoRR Jiarui Hai, Mounya Elhilali
2024	Misc	`conf`	Biomimetic Mappings for Active Sonar Object Recognition in Clutter. ICASSP Sangwook Park, Angeles Salles, Kathryne Allen, Cynthia F. Moss, Mounya Elhilali
2024	—	`conf`	Computer-Aided Lung Auscultation Screening and Radiographic Evaluation of Pediatric Pneumonia. EMBC Annapurna Kala, Daniel Chong, Abdullah H. Baqui, Salahuddin Ahmed, ASMD Ashraful Islam, Nabid Chowdhury, Arunangshu Dutta Roy, Eric D. McCollum, Mounya Elhilali
2024	Misc	`conf`	DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. ICASSP Jiarui Hai, Helin Wang, Dongchao Yang, Karan Thakkar, Najim Dehak, Mounya Elhilali
2024	A	`conf`	DreamVoice: Text-Guided Voice Conversion. INTERSPEECH Jiarui Hai, Karan Thakkar, Helin Wang, Zengyi Qin, Mounya Elhilali
2024	J	`jnl`	EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer. CoRR Jiarui Hai, Yong Xu, Hao Zhang, Chenxing Li, Helin Wang, Mounya Elhilali, Dong Yu
2024	Misc	`conf`	Investigating Self-Supervised Deep Representations for EEG-Based Auditory Attention Decoding. ICASSP Karan Thakkar, Jiarui Hai, Mounya Elhilali
2024	J	`jnl`	Multi-rate modulation encoding via unsupervised learning for audio event detection. EURASIP J. Audio Speech Music. Process. Sandeep Reddy Kothinti, Mounya Elhilali
2024	—	`conf`	Robust Anomaly Detection of Adventitious Auscultation Signals using Bayesian Belief Tracking. EMBC Annapurna Kala, Mounya Elhilali
2024	J	`jnl`	SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer. CoRR Helin Wang, Jiarui Hai, Yen-Ju Lu, Karan Thakkar, Mounya Elhilali, Najim Dehak
2023	C	`conf`	Boosting Modality Representation With Pre-Trained Models and Multi-Task Training for Multimodal Sentiment Analysis. ASRU Jiarui Hai, Yu-Jeh Liu, Mounya Elhilali
2023	—	`conf`	Constrained Synthetic Sampling for Augmentation of Crackle Lung Sounds. EMBC Annapurna Kala, Mounya Elhilali
2023	J	`jnl`	Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. IEEE Trans. Multim. Sangwook Park, David K. Han, Mounya Elhilali
2023	J	`jnl`	DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. CoRR Jiarui Hai, Helin Wang, Dongchao Yang, Karan Thakkar, Najim Dehak, Mounya Elhilali
2023	—	`conf`	Diff-Pitcher: Diffusion-Based Singing Voice Pitch Correction. WASPAA Jiarui Hai, Mounya Elhilali
2023	J	`jnl`	Explicit-memory multiresolution adaptive framework for speech and music separation. EURASIP J. Audio Speech Music. Process. Ashwin Bellur, Karan Thakkar, Mounya Elhilali
2023	J	`jnl`	Investigating Self-Supervised Deep Representations for EEG-based Auditory Attention Decoding. CoRR Karan Thakkar, Jiarui Hai, Mounya Elhilali
2023	J	`jnl`	Reference free auscultation quality metric and its trends. Biomed. Signal Process. Control. Annapurna Kala, Eric D. McCollum, Mounya Elhilali
2022	—	`conf`	Implications of clinical variability on computer-aided lung auscultation classification. EMBC Annapurna Kala, Eric D. McCollum, Mounya Elhilali
2022	J	`jnl`	Optimized Acoustic Phantom Design for Characterizing Body Sound Sensors. Sensors Valerie E. Rennoll, Ian McLane, Mounya Elhilali, James E. West
2022	Misc	`conf`	Temporal Contrastive-Loss for Audio Event Detection. ICASSP Sandeep Kothinti, Mounya Elhilali
2022	A	`conf`	Temporal coding with magnitude-phase regularization for sound event detection. INTERSPEECH Sangwook Park, Sandeep Reddy Kothinti, Mounya Elhilali
2022	Misc	`conf`	Time-Balanced Focal Loss for Audio Event Detection. ICASSP Sangwook Park, Mounya Elhilali
2021	A	`conf`	Adaptive Listening to Everyday Soundscapes. Interspeech Mounya Elhilali
2021	J	`jnl`	Cross-Referencing Self-Training Network for Sound Event Detection in Audio Mixtures. CoRR Sangwook Park, David K. Han, Mounya Elhilali
2021	J	`jnl`	Design and Comparative Performance of a Robust Lung Auscultation System for Noisy Clinical Settings. IEEE J. Biomed. Health Informatics Ian McLane, Dimitra Emmanouilidou, James E. West, Mounya Elhilali
2021	J	`jnl`	Electronic Stethoscope Filtering Mimics the Perceived Sound Characteristics of Acoustic Stethoscope. IEEE J. Biomed. Health Informatics Valerie E. Rennoll, Ian McLane, Dimitra Emmanouilidou, James E. West, Mounya Elhilali
2021	Misc	`conf`	Self-Training for Sound Event Detection in Audio Mixtures. ICASSP Sangwook Park, Ashwin Bellur, David K. Han, Mounya Elhilali
2020	J	`jnl`	Amphibian Sounds Generating Network Based on Adversarial Learning. IEEE Signal Process. Lett. Sangwook Park, Mounya Elhilali, David K. Han, Hanseok Ko
2020	—	`conf`	An objective measure of signal quality for pediatric lung auscultations. EMBC Annapurna Kala, Amyna Husain, Eric D. McCollum, Mounya Elhilali
2020	J	`jnl`	Audio Object Classification Using Distributed Beliefs and Attention. IEEE ACM Trans. Audio Speech Lang. Process. Ashwin Bellur, Mounya Elhilali
2020	Misc	`conf`	Bio-Mimetic Attentional Feedback in Music Source Separation. ICASSP Ashwin Bellur, Mounya Elhilali
2020	J	`jnl`	Ensemble modeling of auditory streaming reveals potential sources of bistability across the perceptual hierarchy. PLoS Comput. Biol. David Frank Little, Joel S. Snyder, Mounya Elhilali
2020	J	`jnl`	Neural correlates of perceptual switching while listening to bistable auditory streaming stimuli. NeuroImage Nathan C. Higgins, David Frank Little, Breanne D. Yerkes, Karli M. Nave, Abin Kuruvilla-Mathew, Mounya Elhilali, Joel S. Snyder
2020	Misc	`conf`	Synthesizing Engaging Music Using Dynamic Models of Statistical Surprisal. ICASSP Sandeep Kothinti, Benjamin Skerritt-Davis, Aditya Nair, Mounya Elhilali
2020	—	`conf`	Validation of Auscultation Technologies using Objective and Clinical Comparisons. EMBC Stephanie Graceffo, Amyna Husain, Salahuddin Ahmed, Eric D. McCollum, Mounya Elhilali
2019	J	`jnl`	A Gestalt inference model for auditory scene segregation. PLoS Comput. Biol. Debmalya Chakrabarty, Mounya Elhilali
2019	A	`conf`	A Study of a Cross-Language Perception Based on Cortical Analysis Using Biomimetic STRFs. INTERSPEECH Sangwook Park, David K. Han, Mounya Elhilali
2019	Misc	`conf`	Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection. ICASSP Sandeep Kothinti, Keisuke Imoto, Debmalya Chakrabarty, Gregory Sell, Shinji Watanabe, Mounya Elhilali
2018	J	`jnl`	Computerized Lung Sound Screening for Pediatric Auscultation in Noisy Field Environments. IEEE Trans. Biomed. Eng. Dimitra Emmanouilidou, Eric D. McCollum, Daniel E. Park, Mounya Elhilali
2018	J	`jnl`	Detecting change in stochastic sound sequences. PLoS Comput. Biol. Benjamin Skerritt-Davis, Mounya Elhilali
2018	J	`jnl`	Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection. CoRR Sandeep Kothinti, Keisuke Imoto, Debmalya Chakrabarty, Gregory Sell, Shinji Watanabe, Mounya Elhilali
2018	Misc	`conf`	Sensory Mapping Adaptation Under Multiple Task Scenarios. ICASSP Ashwin Bellur, Mounya Elhilali
2017	J	`jnl`	Feedback-Driven Sensory Mapping Adaptation for Robust Speech Activity Detection. IEEE ACM Trans. Audio Speech Lang. Process. Ashwin Bellur, Mounya Elhilali
2016	Misc	`conf`	Abnormal sound event detection using temporal trajectories mixtures. ICASSP Debmalya Chakrabarty, Mounya Elhilali
2016	—	`conf`	Rich Representation Spaces: Benefits in Digital Auscultation Signal Analysis. SiPS Dimitra Emmanouilidou, Mounya Elhilali
2015	J	`jnl`	A Framework for Speech Activity Detection Using Adaptive Auditory Receptive Fields. IEEE ACM Trans. Audio Speech Lang. Process. Michael A. Carlin, Mounya Elhilali
2015	J	`jnl`	Adaptive Noise Suppression of Pediatric Lung Auscultations With Real Applications to Noisy Clinical Settings in Developing Countries. IEEE Trans. Biomed. Eng. Dimitra Emmanouilidou, Eric D. McCollum, Daniel E. Park, Mounya Elhilali
2015	J	`jnl`	Biomimetic spectro-temporal features for music instrument recognition in isolated notes and solo phrases. EURASIP J. Audio Speech Music. Process. Kailash Patil, Mounya Elhilali
2015	Misc	`conf`	Detection of speech tokens in noise using adaptive spectrotemporal receptive fields. CISS Ashwin Bellur, Mounya Elhilali
2015	—	`conf`	Exploring the role of temporal dynamics in acoustic scene classification. WASPAA Debmalya Chakrabarty, Mounya Elhilali
2015	J	`jnl`	Modeling attention-driven plasticity in auditory cortical receptive fields. Frontiers Comput. Neurosci. Michael A. Carlin, Mounya Elhilali
2015	Misc	`conf`	Modeling goal-directed attention in tone sequences using a weighted Kalman filter. CISS Debmalya Chakrabarty, Mounya Elhilali
2014	J	`jnl`	Segregating Complex Sound Sources through Temporal Coherence. PLoS Comput. Biol. Lakshmi Krishnan, Mounya Elhilali, Shihab A. Shamma
2013	J	`jnl`	A Multistream Feature Framework Based on Bandpass Modulation Filtering for Robust Speech Recognition. IEEE Trans. Speech Audio Process. Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali
2013	Misc	`conf`	A model of auditory deviance detection. CISS Emine Merve Kaya, Mounya Elhilali
2013	—	`conf`	Abnormality detection in noisy biosignals. EMBC Emine Merve Kaya, Mounya Elhilali
2013	—	`conf`	Bayesian inference in auditory scenes. EMBC Mounya Elhilali
2013	—	`conf`	Characterization of noise contaminations in lung sound recordings. EMBC Dimitra Emmanouilidou, Mounya Elhilali
2013	Misc	`conf`	Predictive analysis of two tone stream segregation via extended Kalman filter. CISS Debmalya Chakrabarty, Mounya Elhilali
2013	J	`jnl`	Recognizing the message and the messenger: biomimetic spectral analysis for robust speech and speaker recognition. Int. J. Speech Technol. Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali
2013	J	`jnl`	Sustained Firing of Model Central Auditory Neurons Yields a Discriminative Spectro-temporal Representation for Natural Sounds. PLoS Comput. Biol. Michael A. Carlin, Mounya Elhilali
2013	Misc	`conf`	Task-driven attentional mechanisms for auditory scene recognition. ICASSP Kailash Patil, Mounya Elhilali
2012	Misc	`conf`	A model of attention-driven scene analysis. ICASSP Malcolm Slaney, Trevor Agus, Shih-Chii Liu, Emine Merve Kaya, Mounya Elhilali
2012	—	`conf`	A multiresolution analysis for detection of abnormal lung sounds. EMBC Dimitra Emmanouilidou, Kailash Patil, James E. West, Mounya Elhilali
2012	Misc	`conf`	A temporal saliency map for modeling auditory attention. CISS Emine Merve Kaya, Mounya Elhilali
2012	J	`jnl`	Biomimetic Multi-Resolution Analysis for Robust Speaker Recognition. EURASIP J. Audio Speech Music. Process. Sridhar Krishna Nemala, Dmitry N. Zotkin, Ramani Duraiswami, Mounya Elhilali
2012	A	`conf`	Goal-Oriented Auditory Scene Recognition. INTERSPEECH Kailash Patil, Mounya Elhilali
2012	Misc	`conf`	Multilevel speech intelligibility for robust speaker recognition. ICASSP Sridhar Krishna Nemala, Mounya Elhilali
2012	J	`jnl`	Music in Our Ears: The Biological Bases of Musical Timbre Perception. PLoS Comput. Biol. Kailash Patil, Daniel Pressnitzer, Shihab A. Shamma, Mounya Elhilali
2012	A	`conf`	Robust phoneme recognition based on biomimetic speech contours. INTERSPEECH Michael A. Carlin, Kailash Patil, Sridhar Krishna Nemala, Mounya Elhilali
2012	Misc	`conf`	The UMD-JHU 2011 speaker recognition system. ICASSP 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
2011	Misc	`conf`	Exploiting temporal coherence in speech for data-driven feature extraction. CISS Michael A. Carlin, Mounya Elhilali
2011	A	`conf`	Multistream Bandpass Modulation Features for Robust Speech Recognition. INTERSPEECH Sridhar Krishna Nemala, Kailash Patil, Mounya Elhilali
2011	Misc	`conf`	Multistream robust speaker recognition based on speech intelligibility. CISS Sridhar Krishna Nemala, Mounya Elhilali
2010	Misc	`conf`	A joint acoustic and phonological approach to speech intelligibility assessment. ICASSP Sridhar Krishna Nemala, Mounya Elhilali
2010	Misc	`conf`	Sparse coding for speech recognition. ICASSP Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Trac D. Tran, Hynek Hermansky
2009	A	`conf`	Discriminant spectrotemporal features for phoneme recognition. INTERSPEECH Nima Mesgarani, Garimella S. V. S. Sivaram, Sridhar Krishna Nemala, Mounya Elhilali, Hynek Hermansky
2008	Misc	`conf`	Information-bearing components of speech intelligibility under babble-noise and bandlimiting distortions. ICASSP Mounya Elhilali, Shihab A. Shamma
2006	—	`conf`	A Biologically-Inspired Approach to the Cocktail Party Problem. ICASSP (5) Mounya Elhilali, Shihab A. Shamma
2004	—	`—`	Neural Basis and Computational Strategies for Auditory Processing. Mounya Elhilali
2003	J	`jnl`	A spectro-temporal modulation index (STMI) for assessment of speech intelligibility. Speech Commun. Mounya Elhilali, Taishih Chi, Shihab A. Shamma