| 2025 | ASRU | Improving Resource-Efficient Speech Enhancement via Neural Differentiable DSP Vocoder Refinement. | Heitor R. Guimares, Ke Tan, Juan Azcarreta, Jesus Alvarez, Prabhav Agrawal, Ashutosh Pandey, Buye Xu |
| 2025 | ICASSP | Robust Frame-level Speaker Localization in Reverberant and Noisy Environments by Exploiting Phase Difference Losses. | Shanmukha Srinivas Battula, Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang |
| 2025 | ICASSP | Modulating State Space Model with SlowFast Framework for Compute-Efficient Ultra Low-Latency Speech Enhancement. | Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Vamsi Krishna Ithapu, Shih-Chii Liu |
| 2025 | ICASSP | Advancing Active Speaker Detection for Egocentric Videos. | Jaesung Huh, Juan Azcarreta Ortiz, Anurag Kumar, Ashutosh Pandey, Ali Aroudi, Daniel D. E. Wong, Francesco Nesta, Buye Xu, Jacob Donley |
| 2025 | ICASSP | WiSenseNet: A Unified Foundation Model for Diverse Wi-Fi Sensing Tasks Using Channel State Information. | Niall Lyons, Ashutosh Pandey, Avik Santra |
| 2025 | ICASSP | Ultra low-compute complex spectral masking for multichannel speech enhancement. | Ashutosh Pandey, Juan Azcarreta |
| 2025 | ICASSP | Data-driven Processing using Parametric Neural Network for Improved Bluetooth Channel Sounding Distance Estimation. | Andrii Tsemko, Avik Santra, Oleg Kapshii, Ashutosh Pandey |
| 2025 | ICASSP | Reexamining the Efficacy of MetricGAN for Speech Enhancement. | Haibin Wu, Ali Aroudi, Buye Xu, Ashutosh Pandey, Francesco Nesta, Anurag Kumar, Alexander Reich, Ke Tan |
| 2025 | Interspeech | A Novel Deep Learning Framework for Efficient Multichannel Acoustic Feedback Control. | Yuan-Kuei Wu, Juan Azcarreta Ortiz, Kashyap Patel, Buye Xu, Jung-Suk Lee, Sanha Lee, Ashutosh Pandey |
| 2024 | ICASSP | Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement. | Ashutosh Pandey, Buye Xu |
| 2024 | ICASSP | On the Importance of Neural Wiener Filter for Resource Efficient Multichannel Speech Enhancement. | Tsun-An Hsieh, Jacob Donley, Daniel Wong, Buye Xu, Ashutosh Pandey |
| 2024 | ICASSP | WIFIACT: Enhancing Human Sensing Through Environment Robust Preprocessing And Bayesian Self-Supervised Learning. | Niall Lyons, Avik Santra, Vikram Kumar Ramanna, Kiran Uln, Rakesh Taori, Ashutosh Pandey |
| 2024 | ICASSP | Leveraging Sound Localization to Improve Continuous Speaker Separation. | Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang |
| 2024 | Interspeech | Dynamic Gated Recurrent Neural Network for Compute-efficient Speech Enhancement. | Longbiao Cheng, Ashutosh Pandey, Buye Xu, Tobi Delbruck, Shih-Chii Liu |
| 2024 | Interspeech | All Neural Low-latency Directional Speech Extraction. | Ashutosh Pandey, Sanha Lee, Juan Azcarreta, Daniel Wong, Buye Xu |
| 2024 | Interspeech | Towards Explainable Monaural Speaker Separation with Auditory-based Training. | Hassan Taherian, Vahid Ahmadi Kalkhorani, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang |
| 2024 | Interspeech | FoVNet: Configurable Field-of-View Speech Enhancement with Low Computation and Distortion for Smart Glasses. | Zhongweiyang Xu, Ali Aroudi, Ke Tan, Ashutosh Pandey, Jung-Suk Lee, Buye Xu, Francesco Nesta |
| 2023 | Interspeech | A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain. | Ashutosh Pandey, Ke Tan, Buye Xu |
| 2023 | Interspeech | Multi-input Multi-output Complex Spectral Mapping for Speaker Separation. | Hassan Taherian, Ashutosh Pandey, Daniel Wong, Buye Xu, DeLiang Wang |
| 2023 | Interspeech | Time-Domain Speech Enhancement for Robust Automatic Speech Recognition. | Yufeng Yang, Ashutosh Pandey, DeLiang Wang |
| 2023 | WWW | Learned Temporal Aggregations for Fraud Classification on E-Commerce Platforms. | Xiao Ling, David Yan, Bilal Alsallakh, Ashutosh Pandey, Manan Bakshi, Pamela Bhattacharya |
| 2022 | ICASSP | TPARN: Triple-Path Attentive Recurrent Network for Time-Domain Multichannel Speech Enhancement. | Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang |
| 2022 | ICASSP | Multichannel Speech Enhancement Without Beamforming. | Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang |
| 2022 | ICMLA | XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. | Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey |
| 2022 | ICPR | Robust Representations for Keyword Spotting Systems. | Aidan Smyth, Niall Lyons, Ted Wada, Robert Zopf, Ashutosh Pandey, Avik Santra |
| 2022 | Interspeech | Attentive Training: A New Training Framework for Talker-independent Speaker Extraction. | Ashutosh Pandey, DeLiang Wang |
| 2022 | Interspeech | Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network. | Ashutosh Pandey, Buye Xu, Anurag Kumar, Jacob Donley, Paul Calamia, DeLiang Wang |
| 2022 | Interspeech | Attentive Recurrent Network for Low-Latency Active Noise Control. | Hao Zhang, Ashutosh Pandey, DeLiang Wang |
| 2021 | ICMLA | Improved Deep Representation Learning for Human Activity Recognition using IMU Sensors. | Niall Lyons, Avik Santra, Ashutosh Pandey |
| 2020 | ICASSP | Densely Connected Neural Network with Dilated Convolutions for Real-Time Speech Enhancement in The Time Domain. | Ashutosh Pandey, DeLiang Wang |
| 2020 | Interspeech | Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization. | Ashutosh Pandey, DeLiang Wang |
| 2019 | ICASSP | TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain. | Ashutosh Pandey, DeLiang Wang |
| 2019 | ICASSP | Exploring Deep Complex Networks for Complex Spectrogram Enhancement. | Ashutosh Pandey, DeLiang Wang |
| 2019 | ICSE | DARTSim: an exemplar for evaluation and comparison of self-adaptation approaches for smart cyber-physical systems. | Gabriel A. Moreno, Cody Kinneer, Ashutosh Pandey, David Garlan |
| 2018 | ICASSP | On Adversarial Training and Loss Functions for Speech Enhancement. | Ashutosh Pandey, DeLiang Wang |
| 2018 | Interspeech | A New Framework for Supervised Speech Enhancement in the Time Domain. | Ashutosh Pandey, DeLiang Wang |
| 2017 | ICSE | Towards a Formal Framework for Hybrid Planning in Self-Adaptation. | Ashutosh Pandey, Ivan Ruchkin, Bradley R. Schmerl, Javier Cmara |
| 2015 | ICASSP | A novel Time-Delay-of-Arrival estimation technique for multi-microphone audio processing. | Jes Thyssen, Ashutosh Pandey, Bengt Jonas Borgstrom |
| 2015 | SAC | Optimal planning for architecture-based self-adaptation via model checking of stochastic games. | Javier Cmara, David Garlan, Bradley R. Schmerl, Ashutosh Pandey |
| 2014 | ICASSP | A dual-microphone subband-based Voice Activity Detector using higher-order cumulants. | Elias Nemer, Ashutosh Pandey |
| 2011 | ICASSP | Offending frequency suppression with a reset algorithm to improve feedback cancellation in digital hearing aids. | Ashutosh Pandey, V. John Mathews |
| 2010 | ICASSP | Improving adaptive feedback cancellation in digital hearing aids through offending frequency suppression. | Ashutosh Pandey, V. John Mathews |
| 2008 | ICASSP | Adaptive gain processing to improve feedback cancellation in digital hearing aids. | Ashutosh Pandey, V. John Mathews, Michael Nilsson |
| 2006 | ICASSP | Howling Suppression in Hearing Aids Using Least-Squares Estimation and Perceptually Motivated Gain Control. | Ashutosh Pandey, V. John Mathews |