NELS - Never Ending Learner of Sounds

NELS Awards

2018 Qualcomm Innovation Fellowship (30 finalists out of 174) Link

2017 Gandhian Young Technological Innovation (GYTI) (39 winners out of 2915) Link

NELS Authors - Publication

Ankit Shah,Anurag Kumar, Alexander Hauptmann, Bhiksha Raj, "A Closer Look at Weak Label Learning for Audio Events", under review Link

Anurag Kumar, Ankit Shah, Alex Hauptmann, Bhiksha Raj, "Learning Sound Events From Webly Labeled Data", under review Link

Rohan Badlani, Ankit Shah, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj, "Framework for evaluation of sound event detection in web videos" , IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018 Link

Benjamin Elizalde, Ankit Shah, Rohan Badlani, Anurag Kumar and Bhiksha Raj, "Never-Ending Learner of Sounds", in NIPS Workshop on Machine Learning for Audio, 2017 Link

Ankit Shah, Rohan Badlani, Anurag Kumar, Benjamin Elizalde, and Bhiksha Raj. "An Approach for Self-Training Audio Event Detectors Using Web Data." European Signal Processing Conference (EUSIPCO), 2016. Link

Amogh Hiremath, Ankit Shah, Aditi Bhatnagar, Rohan Badlani, Parnika Nevaskar. "Winterschool Project: Never Ending Learning of Sounds". NITK CMU Winterschool", 2014. Link

Reference Author

Karol Piczak. "Environmental Sound Classification with Convolutional Neural Networks". In Proceedings of the IEEE 25th International Workshop on Machine Learning for Signal Processing (MLSP), 2015. Link

Tom Mitchell, William Cohen, et.al, Never-Ending Learning, Communications of the ACM, April 2018 Link