| 2025 | ICASSP | Sparse Bayesian Integrated CNN Framework for Enhanced Acoustic Source Localization. | Priyadarshini Dwivedi, Gyanajyoti Routray, Rajesh M. Hegde |
| 2025 | ICASSP | Optimal Device Selection and Resource Allocation in Federated Learning. | Deepali Kushwaha, Rajesh M. Hegde |
| 2025 | ICASSP | Device Selection for Resource-Efficient Edge Caching in a Federated Learning Framework. | Deepali Kushwaha, Meenal Narkhede, Archana Limaye, Niranjan Pol, Rajesh M. Hegde |
| 2025 | ICASSP | GEE Maximization in UAV-Aided Mobile IoT Networks Using Deep Reinforcement Learning. | Aditya Singh, Rajesh M. Hegde |
| 2024 | ICPR | swCNN: A Small World Convolutional Neural Network for Efficient Training. | Shubham Dwivedi, Tushar Sandhan, Om Jee Pandey, Rajesh M. Hegde |
| 2024 | NOMS | Data Distribution-Aware Model Aggregation for non-IID Data in a Federated Learning Framework. | Deepali Kushwaha, Ananya Mehrotra, Rajesh M. Hegde |
| 2022 | ACSSC | Hybrid SH-CNN-MP Approach for Super Resolution DOA Estimation. | Priyadarshini Dwivedi, Gyanajyoti Routray, Rajesh M. Hegde |
| 2022 | COMSNETS | Cluster-based 3D-Beam Power Management in Resource-Constrained Wireless Networks. | Poorva Sironja, Surender Redhu, Rajesh M. Hegde, Baltasar Beferull-Lozano |
| 2022 | ICASSP | Learning to Predict Speech in Silent Videos Via Audiovisual Analogy. | Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde |
| 2022 | ICPR | Learning Speaker-specific Lip-to-Speech Generation. | Munender Varshney, Ravindra Yadav, Vinay P. Namboodiri, Rajesh M. Hegde |
| 2022 | ICPR | Group Delay based Methods for Detection and Recognition of Whispered Speech. | Kishore Vedvyasan, Karan Nathwani, Rajesh M. Hegde |
| 2021 | ICASSP | Speech Prediction in Silent Videos Using Variational Autoencoders. | Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde |
| 2020 | ACSSC | Generating Personal Sound Zones using Directional Loudspeakers. | Ajay Dagar, Rajesh M. Hegde |
| 2020 | ACSSC | Sparse Framework for Reproduction of NFC-HOA. | Gyanajyoti Routray, Rajesh M. Hegde |
| 2020 | Interspeech | Stochastic Talking Face Generation Using Latent Distribution Matching. | Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde |
| 2020 | WACV | Bridged Variational Autoencoders for Joint Modeling of Images and Attributes. | Ravindra Yadav, Ashish Sardana, Vinay P. Namboodiri, Rajesh M. Hegde |
| 2019 | ICDCN | Low complexity landmark-node tracing in WSNs using multi-agent random walks. | Surender Redhu, Rajesh M. Hegde |
| 2019 | IROS | Model Free Calibration of Wheeled Robots Using Gaussian Process. | Mohan Krishna Nutalapati, Lavish Arora, Anway Bose, Ketan Rajawat, Rajesh M. Hegde |
| 2018 | ICASSP | Joint Adaptive Impulse Response Estimation and Inverse Filtering for Enhancing In-Car Audio. | Ajay Dagar, Satyavolu Sai Nitish, Rajesh M. Hegde |
| 2018 | ICASSP | Joint Mobile Sink Scheduling and Data Aggregation in Asynchronous Wireless Sensor Networks Using Q-Learning. | Surender Redhu, Pratyush Garg, Rajesh M. Hegde |
| 2018 | ICASSP | Stochastic Online Dictionary Learning for Speech Source Localization and Separation in Spherical Harmonic Domain. | Vishnuvardhan Varanasi, Rajesh M. Hegde |
| 2018 | MOBICOM | Poster: Joint Data Latency and Packet Loss Optimization for Relay-Node Selection in Time-Varying IoT Networks. | Surender Redhu, Mukund Maheshwari, Kshitij Yeotikar, Rajesh M. Hegde |
| 2018 | WCNC | Energy-efficient wake-up radio protocol using optimal sensor-selection for IoT. | Surender Redhu, Rahul Mahavar, Rajesh M. Hegde |
| 2017 | CoDIT | Second order cone programming based localization method for Internet of Things. | Sudhir Kumar, Rishabh Dixit, Rajesh M. Hegde |
| 2017 | COMSNETS | Cooperative localization in small world wireless sensor networks. | Om Jee Pandey, Akshay Mahajan, Rajesh M. Hegde |
| 2017 | COMSNETS | Energy-efficient landmark tracing in WSNs using random walks on network graphs. | Surender Redhu, Rajesh M. Hegde |
| 2017 | ICASSP | Robust online direction of arrival estimation using low dimensional spherical harmonic features. | Vishnuvardhan Varanasi, Rajesh M. Hegde |
| 2017 | Interspeech | Music Tempo Estimation Using Sub-Band Synchrony. | Shreyan Chowdhury, Tanaya Guha, Rajesh M. Hegde |
| 2016 | ICASSP | Radial filters for near field source separation in spherical harmonic domain. | Isha Agrawal, Rajesh M. Hegde |
| 2016 | ICASSP | The spherical harmonics root-music. | Lalan Kumar, Guoan Bi, Rajesh M. Hegde |
| 2015 | ACSSC | Greedy node localization in mobile sensor networks using Doppler frequency shift. | Sudhir Kumar, Shriman Narayan Tiwari, Rajesh M. Hegde |
| 2015 | ACSSC | A joint sparsity and linear regression based method for customization of median plane HRIR. | C. Sandeep Reddy, Rajesh M. Hegde |
| 2015 | ICASSP | Representation and modeling of spherical harmonics manifold for source localization. | Arun Parthasarathy, Saurabh Kataria, Lalan Kumar, Rajesh M. Hegde |
| 2015 | Interspeech | Joint source localization and separation in spherical harmonic domain using a sparsity based method. | Sachin N. Kalkur, Sandeep Reddy C, Rajesh M. Hegde |
| 2014 | ACSSC | Large margin nearest neighborhood metric learning for i-vector based speaker verification. | Waquar Ahmad, Harish Karnick, Rajesh M. Hegde |
| 2014 | ACSSC | Indoor node localization using geometric dilution of precision in ad-hoc sensor networks. | Sudhir Kumar, Rajesh M. Hegde |
| 2014 | ACSSC | Acoustic echo and noise cancellation using Kalman filter in a modified GSC framework. | Subhash C. Tanan, Karan Nathwani, Ayush Jain, Rajesh M. Hegde, Ruchi Rani, Abhijit Tripathy |
| 2014 | ICASSP | Fast modelling of pinna spectral notches from HRTFs using linear prediction residual cepstrum. | Chaitanya Ahuja, Rajesh M. Hegde |
| 2014 | Interspeech | A sparse reconstruction method for speech source localization using partial dictionaries over a spherical microphone array. | Kushagra Singhal, Rajesh M. Hegde |
| 2013 | ACSSC | Multi channel reverberant speech enhancement using LP residual cepstrum. | Karan Nathwani, Harish Padaki, Rajesh M. Hegde |
| 2013 | ACSSC | Localization of acoustic beacons using iterative null beamforming over ad-hoc wireless sensor networks. | Vatsal Sharan, Sudhir Kumar, Rajesh M. Hegde |
| 2013 | COMSNETS | Multiple source localization using randomly distributed wireless sensor nodes. | Vatsal Sharan, Sudhir Kumar, Rajesh M. Hegde |
| 2013 | GLOBECOM | Energy efficient optimal node-source localization using mobile beacon in ad-hoc sensor networks. | Sudhir Kumar, Vatsal Sharan, Rajesh M. Hegde |
| 2013 | Interspeech | Significance of variable height-bandwidth group delay filters in the spectral reconstruction of speech. | Devanshu Arya, Anant Raj, Rajesh M. Hegde |
| 2013 | Interspeech | Joint noise cancellation and dereverberation using multi-channel linearly constrained minimum variance filter. | Karan Nathwani, Rajesh M. Hegde |
| 2012 | ACSSC | Joint adaptive beamforming and echo cancellation using a non reference anchor array framework. | Karan Nathwani, Rajesh M. Hegde |
| 2010 | ICASSP | Significance of the MUSIC-group delay spectrum in speech acquisition from distant microphones. | Mrityunjaya Shukla, Rajesh M. Hegde |
| 2008 | Interspeech | Significance of group delay based acoustic features in the linguistic search space for robust speech recognition. | R. Ramya, Rajesh M. Hegde, Hema A. Murthy |
| 2007 | AINA | Sentient Networks: A New Dimension in Network Capability. | B. S. Manoj, Rajesh M. Hegde, Bhaskar D. Rao, Ramesh R. Rao |
| 2007 | ICASSP | Spectral Estimation of Voiced Speech using a Family of MVDR Estimates. | Rajesh M. Hegde, Yuzhe Jin, Bhaskar D. Rao |
| 2005 | ICASSP | Speech Processing Using Joint Features Derived from the Modified Group Delay Function. | Rajesh M. Hegde, Hema A. Murthy, G. V. Ramana Rao |
| 2004 | ICASSP | Application of the modified group delay function to speaker identification and discrimination. | Rajesh M. Hegde, Hema A. Murthy, G. V. Ramana Rao |
| 2004 | ICONIP | Cluster and Intrinsic Dimensionality Analysis of the Modified Group Delay Feature for Speaker Classification. | Rajesh M. Hegde, Hema A. Murthy |
| 2003 | Interspeech | Segmentation of speech into syllable-like units. | T. Nagarajan, Hema A. Murthy, Rajesh M. Hegde |