Yashas Malur Saidutta

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Speech Enhancement

Top Venues

Publications

Jaejin Cho, Rakshith Sharma Srinivasa, Ching Hua Lee, Yashas Malur Saidutta, Chouchang Yang, Yilin Shen, Hongxia Jin
Zero-Shot Intent Classification Using a Semantic Similarity Aware Contrastive Loss and Large Language Model. ICASSP (2024)
Ahmet Faruk Saz, Siheng Xiong, Yashas Malur Saidutta, Faramarz Fekri
Model-Theoretic Logic for Mathematical Theory of Semantic Information and Communication. CoRR (2024)
Suhas BN, Rakshith Sharma Srinivasa, Yashas Malur Saidutta, Jaejin Cho, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals. ICASSP (2024)
Ching Hua Lee, Chouchang Yang, Rakshith Sharma Srinivasa, Yashas Malur Saidutta, Jaejin Cho, Yilin Shen, Hongxia Jin
Leveraging Self-Supervised Speech Representations for Domain Adaptation in Speech Enhancement. ICASSP (2024)
Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
To Wake-up or Not to Wake-up: Reducing Keyword False Alarm by Successive Refinement. CoRR (2023)
Rakshith Sharma Srinivasa, Jaejin Cho, Chouchang Yang, Yashas Malur Saidutta, Ching Hua Lee, Yilin Shen, Hongxia Jin
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss. NeurIPS (2023)
Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin
To Wake-Up or Not to Wake-Up: Reducing Keyword False Alarm by Successive Refinement. ICASSP (2023)
Chouchang Yang, Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Yilin Shen, Hongxia Jin
Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability. INTERSPEECH (2023)
Rakshith Sharma Srinivasa, Jaejin Cho, Chouchang Yang, Yashas Malur Saidutta, Ching Hua Lee, Yilin Shen, Hongxia Jin
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss. CoRR (2023)
Ahmet Faruk Saz, Yashas Malur Saidutta, Faramarz Fekri, Mustafa Riza Akdeniz, Brandon Edwards, Nageen Himayat
Attri-Fed: A GIB Framework for Attribute-Based Privacy and Communication-Efficient Federated Learning. SPAWC (2023)
Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri
A Machine Learning Framework for Distributed Functional Compression over Wireless Channels in IoT. CoRR (2022)
Yashas Malur Saidutta, Faramarz Fekri, Afshin Abdi
A Machine Learning Framework for Privacy-Aware Distributed Functional Compression over AWGN Channels. ITW (2022)
Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri
Joint Source-Channel Coding Over Additive Noise Analog Channels Using Mixture of Variational Autoencoders. IEEE J. Sel. Areas Commun. 39 (7) (2021)
Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri
Analog Joint Source-Channel Coding for Distributed Functional Compression using Deep Neural Networks. ISIT (2021)
Xiao Li, Yashas Malur Saidutta, Faramarz Fekri
Social event planning using hybrid pairwise Markov random fields. Int. J. Intell. Syst. 36 (11) (2021)
Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri
VAE for Joint Source-Channel Coding of Distributed Gaussian Sources over AWGN MAC. SPAWC (2020)
Afshin Abdi, Yashas Malur Saidutta, Faramarz Fekri
Analog Compression and Communication for Federated Learning over Wireless MAC. SPAWC (2020)
Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri
Joint Source-Channel Coding for Gaussian Sources over AWGN Channels using Variational Autoencoders. ISIT (2019)
Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri
M to 1 Joint Source-Channel Coding of Gaussian Sources via Dichotomy of the Input Space Based on Deep Learning. DCC (2019)
Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri
Joint Source-Channel Coding of Gaussian sources over AWGN channels via Manifold Variational Autoencoders. Allerton (2019)
Yashas Malur Saidutta, Jun Zou, Faramarz Fekri
Increasing the learning Capacity of BCI Systems via CNN-HMM models. EMBC (2018)