Never Ending Learner of Sounds :: Carnegie Mellon University

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

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

Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj, "Content-based Representations of audio using Siamese neural networks", in 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

Anurag Kumar, Bhiksha Raj, Ndapandula Nakashole, "Discovering Sound Concepts and Acoustic Relations In Text", in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017 Link

Anurag Kumar, Bhiksha Raj , "Audio Event and Scene Recognition: A Unified Approach using Strongly and Weakly Labeled Data", IEEE International Joint Conference on Neural Networks (IJCNN), 2017 Link

Benjamin Elizalde, Anurag Kumar, Ankit Shah, Rohan Badlani, Emmanuel Vincent, Bhiksha Raj, and Ian Lane. "Experiments on the DCASE Challenge 2016: Acoustic scene classification and sound event detection in real life recording." IEEE DCASE2016 Workshop on Detection and Classification of Acoustic Scenes and Events, 2016. 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

Anurag Kumar, Bhiksha Raj, "Audio Event Detection using Weakly Labeled Data", in 24th ACM International Conference on Multimedia (ACM Multimedia), 2016. Link

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

NELS Authors - Poster

Ankit Shah, Rohan Badlani, Benjamin Elizalde, Anurag Kumar, Bhiksha Raj, "A Framework towards Large scale Learning of Sound Events", in LTI Research Symposium, 2017 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