Publications

@inproceedings{pati2021disentanglement,
  address = {Online},
  author = {Pati, Ashis and Lerch, Alexander},
  booktitle = {22nd International Society for Music Information Retrieval Conference (ISMIR)},
  title = {Is Disentanglement enough? On Latent Representations for Controllable Music Generation},
  year = {2021}
}

@article{lerch2020interdisMPA,
  author = {Lerch, Alexander and Arthur, Claire and Pati, Ashis and Gururani, Siddharth},
  doi = {10.5334/tismir.53},
  journal = {Transactions of the International Society for Music Information Retrieval},
  number = {1},
  pages = {221--245},
  title = {{An Interdisciplinary Review of Music Performance Analysis}},
  url = {http://doi.org/10.5334/tismir.53},
  volume = {3},
  year = {2020}
}

@article{pati2020arvae,
  author = {Pati, Ashis and Lerch, Alexander},
  doi = {10.1007/s00521-020-05270-2},
  issn = {1433-3058},
  journal = {Neural Computing and Applications},
  title = {{Attribute-based Regularization of Latent Spaces for Variational Auto-Encoders}},
  url = {https://doi.org/10.1007/s00521-020-05270-2},
  year = {2020}
}

@inproceedings{pati2020dmelodies,
  address = {Montréal, Canada},
  author = {Pati, Ashis and Gururani, Siddharth and Lerch, Alexander},
  booktitle = {21st International Society for Music Information Retrieval Conference (ISMIR)},
  title = {dMelodies: A Music Dataset for Disentanglement Learning},
  year = {2020}
}

@inproceedings{huang_score-informed_2020,
  address = {Montréal, Canada},
  author = {Huang, Jiawen and Hung, Yun-Ning and Pati, Ashis and Gururani, Siddharth and Lerch, Alexander},
  booktitle = {21st International Society for Music Information Retrieval Conference (ISMIR)},
  title = {Score-informed Networks for Music Performance Assessment},
  year = {2020}
}

@inproceedings{pati19learning-traversal,
  address = {Delft, The Netherlands},
  author = {Pati, Ashis and Lerch, Alexander and Hadjeres, Gaëtan},
  booktitle = {20th International Society for Music Information Retrieval Conference (ISMIR)},
  title = {Learning to Traverse Latent Spaces for Musical Score Inpainting},
  year = {2019}
}

@inproceedings{lerch19mpa,
  address = {Delft, The Netherlands},
  author = {Lerch, Alexander and Arthur, Claire and Pati, Ashis and Gururani, Siddharth},
  booktitle = {20th International Society for Music Information Retrieval Conference (ISMIR)},
  title = {Music Performance Analysis: A Survey},
  year = {2019}
}

@inproceedings{pati19latent-reg,
  address = {Long Beach, CA, USA},
  author = {Pati, Ashis and Lerch, Alexander},
  booktitle = {ICML Workshop on Machine Learning for Music Discovery Workshop (ML4MD), Extended Abstract},
  title = {Latent Space Regularization for Explicit Control of Musical Attributes},
  year = {2019}
}

@inproceedings{genchel19explicit-cond,
  address = {Charlotte, NC, USA},
  author = {Genchel, Benjamin and Pati, Ashis and Lerch, Alexander},
  booktitle = {7th International Workshop on Musical Metacreation (MUME)},
  title = {Explicitly conditioned melody generation: A case study with interdependent RNNs},
  year = {2019}
}

@misc{hadjeres18agnostic,
  address = {Montréal, Canada},
  author = {Bazin, Théis and Pati, Ashis and Hadjeres, Gaëtan},
  howpublished = {Neural Information Processing Systems (NeurIPS)},
  note = {Demonstration Track},
  title = {A model-agnostic web interface for interactive music composition by inpainting},
  year = {2018}
}

@inproceedings{gururani18analysis,
  address = {Montréal, Canada},
  author = {Gururani, Siddharth and Pati, Ashis and Lerch, Alexander},
  booktitle = {International Conference on Music Perception and Cognition (ICMPC)},
  title = {Analysis of Objective Descriptors for Music Performance Assessment},
  year = {2018}
}

@article{pati2018assessment,
  author = {Pati, Ashis and Gururani, Siddharth and Lerch, Alexander},
  journal = {Applied Sciences},
  number = {4},
  pages = {507},
  publisher = {Multidisciplinary Digital Publishing Institute},
  title = {Assessment of Student Music Performances Using Deep Neural Networks},
  volume = {8},
  year = {2018}
}

@inproceedings{pati17guitarsolo,
  address = {Erlangen, Germany},
  author = {Pati, Ashis and Lerch, Alexander},
  booktitle = {AES International Conference on Semantic Audio},
  organization = {Audio Engineering Society},
  title = {A Dataset and Method for Electric Guitar Solo Detection in Rock Music},
  year = {2017}
}

@inproceedings{wu16towards,
  address = {San Francisco, USA},
  author = {Wu, Chih-Wei and Gururani, Siddharth and Laguna, Christopher and Pati, Ashis and Vidwans, Amruta and Lerch, Alexander},
  booktitle = {International Conference on Music Perception and Cognition (ICMPC)},
  pages = {99--103},
  title = {Towards the Objective Assessment of Music Performances},
  year = {2016}
}

@inproceedings{gupta12nsga,
  address = {Kualalumpur, Malaysia},
  author = {Gupta, Ankit and Pati, Ashis and Subramanian, Venkatesh K},
  booktitle = {IEEE International Conference on Intelligent and Advanced Systems (ICIAS)},
  organization = {IEEE},
  pages = {347--352},
  title = {A NSGA-II based approach for camera placement problem in large scale surveillance application},
  volume = {1},
  year = {2012}
}