Joint source-channel coding over additive noise analog channels using mixture of variational autoencoders YM Saidutta, A Abdi, F Fekri IEEE Journal on Selected Areas in Communications 39 (7), 2000-2013, 2021 | 34 | 2021 |
Analog compression and communication for federated learning over wireless MAC A Abdi, YM Saidutta, F Fekri 2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020 | 18 | 2020 |
Joint Source-Channel Coding of Gaussian sources over AWGN channels via Manifold Variational Autoencoders YM Saidutta, A Abdi, F Fekri 57th Annual Allerton Conference on Communication, Control, and Computing, 2019 | 13 | 2019 |
Joint Source-Channel Coding for Gaussian Sources over AWGN Channels using Variational Autoencoders YM Saidutta, A Abdi, F Fekri IEEE Symposium on Information Theory (ISIT), 2019 | 13 | 2019 |
VAE for joint source-channel coding of distributed Gaussian sources over AWGN MAC YM Saidutta, A Abdi, F Fekri 2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020 | 11 | 2020 |
M to 1 joint source-channel coding of gaussian sources via dichotomy of the input space based on deep learning YM Saidutta, A Abdi, F Fekri 2019 Data Compression Conference (DCC), 488-497, 2019 | 11 | 2019 |
Increasing the learning Capacity of BCI Systems via CNN-HMM models YM Saidutta, J Zou, F Fekri 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 9 | 2018 |
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss RS Srinivasa, J Cho, C Yang, YM Saidutta, CH Lee, Y Shen, H Jin Neural Information Processing Systems (NeurIPS), New Orleans, USA, 2023, 0 | 7* | |
Analog joint source-channel coding for distributed functional compression using deep neural networks YM Saidutta, A Abdi, F Fekri 2021 IEEE International Symposium on Information Theory (ISIT), 2429-2434, 2021 | 4 | 2021 |
Social event planning using hybrid pairwise Markov random fields X Li, YM Saidutta, F Fekri International Journal of Intelligent Systems 36 (11), 6791-6813, 2021 | 3 | 2021 |
Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability C Yang, YM Saidutta, RS Srinivasa, CH Lee, Y Shen, H Jin Interspeech 2023, 1638-1642, 2023 | 2 | 2023 |
A machine learning framework for distributed functional compression over wireless channels in IoT YM Saidutta, A Abdi, F Fekri arXiv preprint arXiv:2201.09483, 2022 | 2 | 2022 |
End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals BN Suhas, RS Srinivasa, YM Saidutta, J Cho, CH Lee, C Yang, Y Shen, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
Leveraging Self-Supervised Speech Representations for Domain Adaptation in Speech Enhancement CH Lee, C Yang, RS Srinivasa, YM Saidutta, J Cho, Y Shen, H Jin ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
To Wake-Up or Not to Wake-Up: Reducing Keyword False Alarm by Successive Refinement YM Saidutta, RS Srinivasa, CH Lee, C Yang, Y Shen, H Jin ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
System and method for keyword false alarm reduction RS Srinivasa, YM Saidutta, CH Lee, CC Yang, Y Shen, H Jin US Patent App. 18/352,601, 2024 | | 2024 |
Zero-Shot Intent Classification Using a Semantic Similarity Aware Contrastive Loss and Large Language Model J Cho, RS Srinivasa, CH Lee, YM Saidutta, C Yang, Y Shen, H Jin ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
Speech denoising networks using speech and noise modeling CC Yang, CH Lee, RS Srinivasa, YM Saidutta, Y Shen, H Jin US Patent App. 18/058,104, 2024 | | 2024 |
Model-Theoretic Logic for Mathematical Theory of Semantic Information and Communication AF Saz, S Xiong, YM Saidutta, F Fekri arXiv preprint arXiv:2401.17556, 2024 | | 2024 |
Attri-Fed: A GIB Framework for Attribute-Based Privacy and Communication-Efficient Federated Learning AF Saz, YM Saidutta, F Fekri, MR Akdeniz, B Edwards, N Himayat 2023 IEEE 24th International Workshop on Signal Processing Advances in …, 2023 | | 2023 |