Ankit Shah

According to our database, Ankit Shah authored at least 24 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Did You Hear That? Introducing AADG: A Framework for Generating Benchmark Data in Audio Anomaly Detection.

Ksheeraja Raghavan, Samiran Gode, Ankit Shah, Surabhi Raghavan, Wolfram Burgard, Bhiksha Raj, Rita Singh

CoRR, 2024

Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks.

Hao Chen, Jindong Wang, Ankit Shah, Ran Tao, Hongxin Wei, Xing Xie, Masashi Sugiyama, Bhiksha Raj

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Importance of Negative Sampling in Weak Label Learning.

Ankit Shah, Fuyu Tang, Zelin Ye, Rita Singh, Bhiksha Raj

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Psychoacoustic Challenges Of Speech Enhancement On VoIP Platforms.

Joseph Konan, Ojas Bhargave, Shikhar Agnihotri, Shuo Han, Yunyang Zeng, Ankit Shah, Bhiksha Raj

CoRR, 2023

LoFT: Local Proxy Fine-tuning For Improving Transferability Of Adversarial Attacks Against Large Language Model.

Muhammad Ahmed Shah, Roshan Sharma, Hira Dhamyal, Raphaël Olivier, Ankit Shah, Joseph Konan, Dareen Alharthi, Hazim T. Bukhari, Massa Baali, Soham Deshmukh, Michael Kuhlmann, Bhiksha Raj, Rita Singh

CoRR, 2023

Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations.

Hao Chen, Ankit Shah, Jindong Wang, Ran Tao, Yidong Wang, Xing Xie, Masashi Sugiyama, Rita Singh, Bhiksha Raj

CoRR, 2023

Improving Perceptual Quality, Intelligibility, and Acoustics on VoIP Platforms.

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

CoRR, 2023

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

Ankit Shah, Shuyi Chen, Kejun Zhou, Yue Chen, Bhiksha Raj

CoRR, 2023

An Approach to Ontological Learning from Weak Labels.

Ankit Shah, Larry Tang, Po Hao Chou, Yi Yu Zheng, Ziqian Ge, Bhiksha Raj

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

On the pragmatism of using binary classifiers over data intensive neural network classifiers for detection of COVID-19 from voice.

Ankit Shah, Hira Dhamyal, Yang Gao, Rita Singh, Bhiksha Raj

CoRR, 2022

Ontological Learning from Weak Labels.

Larry Tang, Po Hao Chou, Yi Yu Zheng, Ziqian Ge, Ankit Shah, Bhiksha Raj

CoRR, 2022

2021

An Overview of Techniques for Biomarker Discovery in Voice Signal.

Rita Singh, Ankit Shah, Hira Dhamyal

CoRR, 2021

Training image classifiers using Semi-Weak Label Data.

Anxiang Zhang, Ankit Shah, Bhiksha Raj

CoRR, 2021

2019

Learning Sound Events from Webly Labeled Data.

Anurag Kumar, Ankit Shah, Alexander G. Hauptmann, Bhiksha Raj

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Accident Forecasting in CCTV Traffic Camera Videos.

Ankit Shah, Jean-Baptiste Lamare, Tuan Nguyen Anh, Alexander G. Hauptmann

CoRR, 2018

Activity Recognition on a Large Scale in Short Videos - Moments in Time Dataset.

Ankit Shah, Harini Kesavamoorthy, Poorva Rane, Pramati Kalwad, Alexander G. Hauptmann, Florian Metze

CoRR, 2018

A Closer Look at Weak Label Learning for Audio Events.

Ankit Shah, Anurag Kumar, Alexander G. Hauptmann, Bhiksha Raj

CoRR, 2018

NELS - Never-Ending Learner of Sounds.

Benjamin Elizalde, Rohan Badlani, Ankit Shah, Anurag Kumar, Bhiksha Raj

CoRR, 2018

Content-Based Representations of Audio Using Siamese Neural Networks.

Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Framework for Evaluation of Sound Event Detection in Web Videos.

Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

An approach for self-training audio event detectors using web data.

Benjamin Elizalde, Ankit Shah, Siddharth Dalmia, Min Hun Lee, Rohan Badlani, Anurag Kumar, Bhiksha Raj, Ian R. Lane

Proceedings of the 25th European Signal Processing Conference, 2017

DCASE2017 Challenge Setup: Tasks, Datasets and Baseline System.

Annamaria Mesaros, Toni Heittola, Aleksandr Diment, Benjamin Elizalde, Ankit Shah, Emmanuel Vincent, Bhiksha Raj, Tuomas Virtanen

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017

2016

An Approach for Self-Training Audio Event Detectors Using Web Data.

Ankit Shah, Rohan Badlani, Anurag Kumar, Benjamin Elizalde, Bhiksha Raj

CoRR, 2016

Experiments on the DCASE Challenge 2016: Acoustic Scene Classification and Sound Event Detection in Real Life Recording.

Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani, Emmanuel Vincent, Bhiksha Raj, Ian R. Lane

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016