2018
StructureNet: Inducing Structure in Generated Melodies Medeot G., Cherla S., Kosta K., McVicar M., Abdallah S., Selvi M., Newton-Rex E., Webster K. International Society for Music Information Retrieval Conference (ISMIR) Jukedeck Ltd.
Linear-Time Sequence Classification using Restricted Boltzmann Machines Tran S., Cherla S., Garcez A., Weyde T. arXiv Preprint — arxiv.org/abs/1710.02245 City, University of London
2017
Generalising the Discriminative Restricted Boltzmann Machine International Conference on Artificial Neural Networks (ICANN) City, University of London
2015
Hybrid Dynamic Melody Models International Society for Music Information Retrieval Conference (ISMIR) City, University of London
Discriminative Learning and Inference in the Recurrent Temporal RBM for Melody Modelling Cherla S., Tran S., Garcez A., Weyde T. International Joint Conference on Neural Networks (IJCNN) City, University of London
2014
Incremental Dataset Definitions for Large Scale Musicological Research Tidhar D., Benetos E., Wolff D., Dumon E., Cherla S., Weyde T. Digital Libraries for Musicology Workshop at ACM/IEEE JCDL City, University of London
RNN-based Music Language Models for Improving Automatic Music Transcription International Society for Music Information Retrieval Conference (ISMIR) City, University of London
Multiple Viewpoint Melodic Prediction with Fixed-Context Neural Networks International Society for Music Information Retrieval Conference (ISMIR) City, University of London
2013
Regression Methods for Virtual Metrology of Layer Thickness in Chemical Vapor Deposition Transactions on Mechatronics, IEEE/ASME Universitat Pompeu Fabra / PMC Technologies
MIR in Music Education Wiki DMRN+8: Digital Music Research Network One-day Workshop City, University of London
A Distributed Model for Multiple Viewpoint Melodic Prediction ⭐ Best Student Paper Award Cherla S., Weyde T., Garcez A., Pearce M. International Society for Music Information Retrieval Conference (ISMIR) City, University of London
An Efficient Shift-Invariant Model for Polyphonic Music Transcription 6th International Workshop on Machine Learning and Music, ECML City, University of London
A Neural Probabilistic Model for Predicting Melodic Sequences 6th International Workshop on Machine Learning and Music, ECML City, University of London
Automatic Phrase Continuation from Guitar and Bass-guitar Melodies Cherla S., Purwins H., Marchini M. Computer Music Journal 34:3 (Fall 2013), MIT Press Universitat Pompeu Fabra
2012
The Saxophone by Model and Measurement Sound and Music Computing Conference (SMC) Simon Fraser University
2011
Continuous Audio Analytics by HMM and Viterbi Decoding Ramasubramanian V., Karthik R., Thiyagarajan S., Cherla S. International Conference on Acoustics, Speech and Signal Processing (ICASSP) Siemens – Corporate Technology
2010
Audio Analytics by Template Modeling and One-pass DP Based Decoding Cherla S., Ramasubramanian V. International Speech Communication Association Conference (INTERSPEECH) Siemens – Corporate Technology
2008
A Framework for Indexing Human Actions in Video Kulkarni K., Cherla S., Kale A., Ramasubramanian V. 1st International Workshop on Machine Learning for Vision-based Motion Analysis, ECCV Siemens – Corporate Technology
Towards Fast, View-Invariant Human Action Recognition Cherla S., Kulkarni K., Kale A., Ramasubramanian V. 1st Workshop on CV and Pattern Recognition for Human Computer Communicative Behavior, CVPR Siemens – Corporate Technology