Picture for Ankit Shah

Ankit Shah

Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation

May 18, 2023
Soumyadeep Hore, Jalal Ghadermazi, Diwas Paudel, Ankit Shah, Tapas K. Das, Nathaniel D. Bastian

Access Paper or Ask Questions

Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms

Mar 16, 2023
Joseph Konan, Ojas Bhargave, Shikhar Agnihotri, Hojeong Lee, Ankit Shah, Shuo Han, Yunyang Zeng, Amanda Shu, Haohui Liu, Xuankai Chang, Hamza Khalid, Minseon Gwak, Kawon Lee, Minjeong Kim, Bhiksha Raj

Figure 1 for Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms

Figure 2 for Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms

Figure 3 for Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms

Figure 4 for Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms

* Under review at European Association for Signal Processing. 5 pages

Access Paper or Ask Questions

Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms

Mar 07, 2023
Ankit Shah, Shuyi Chen, Kejun Zhou, Yue Chen, Bhiksha Raj

Figure 1 for Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms

Figure 2 for Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms

Figure 3 for Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms

Figure 4 for Approach to Learning Generalized Audio Representation Through Batch Embedding Covariance Regularization and Constant-Q Transforms

* Technical report, 10 pages

Access Paper or Ask Questions

Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework

Aug 03, 2022
Soumyadeep Hore, Ankit Shah, Nathaniel D. Bastian

Figure 1 for Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework

Figure 2 for Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework

Figure 3 for Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework

* 12 pages, 3 figures

Access Paper or Ask Questions