Journals

  • Online rate adjustment for adaptive random access compressed sensing of time-varying fields
    Kumar N., Fazel F., Stojanovic M., Narayanan S.
    EURASIP Journal on Advances in Signal Processing (to appear)
    [BibTeX] [Paper]

@inproceedings{kumar2016adaptiveRACSEURASIP,
  author = {Kumar, Naveen and Fazel, Fatemeh and Stojanovic, Milica and Narayanan, Shrikanth},
  title = {Online rate adjustment for adaptive random access compressed sensing of time-varying fields},
  booktitle = {EURASIP Journal on Advances in Signal Processing},
  year = {2016},
}
  • Robust object classification in underwater sidescan sonar images by using reliability aware fusion of shadow features
    Kumar N., Mitra U. , Narayanan S.
    IEEE Journal of Oceaning Engineering
    [BibTeX] [Paper]

@inproceedings{kumar2014relawareJOE,
  author = {Kumar, N., Mitra , U., Narayanan, S.},
  title = {Robust object classification in underwater sidescan sonar images by using reliability aware fusion of shadow features},
  booktitle = {IEEE Journal of Oceanic Engineering},
  year = {2014},
}
  • Automatic intelligibility classification of sentence-level pathological speech
    Kim J., Kumar N., Tsiartas A., Li M ., Narayanan S.
    Computer Speech and Language : Special Issue on Next Generation Computational Paralinguistics
    [BibTeX] [Preprint]

@inproceedings{kim2013pathology,
  author = {Kim, J., Kumar, N., Tsiartas, A., Li ,M ., Narayanan, S.},
  title = {Automatic intelligibility classification of sentence-level pathological speech},
  booktitle = {Computer Speech and Language : Special Issue Next Generation Computational Paralinguistics},
  year = {2014},
}

Conferences

  • Novel affetive features for multiscale prediction of emotion in music
    Kumar N., Guha T., Vaz C., Huang C., Narayanan S.
    MMSP, Montreal, Canada, 2016 (to be held)
    [BibTeX]

@inproceedings{kumar2016multiscaleemotion,
  author = { Kumar, Naveen and Guha, Tanaya and Vaz, Colin and Huang, Chewei and Narayanan, S.S.},
  title = { Novel affective features for multiscale prediction of emotion in music},
  booktitle = {Multimedia Signal Processing, 2016 IEEE 18th Workshop on},
  year = {2016},
}
  • Robust multi-channel gender classification from speech in movie audio
    Kumar N., Nasir Md., Geourgiou P., Narayanan S.
    Interspeech, San Fransisco, USA, 2016 (to be held)
    [BibTeX]

@inproceedings{kumar2016multilang,
  author = { Kumar, Naveen and Nasir, Md and Georgiou, Panos and Narayanan, S.S.},
  title = { Robust multi-channel gender classification from speech in movie audio},
  booktitle = {Sevententh Annual Conference of the International Speech Communication Association},
  year = {2016},
}
  • Pathological speech processing: state-of-the-art, current challenges, and future directions
    Gupta R., Chaspari T., Kim J., Kumar N., Bone D., Narayanan S.
    ICASSP, Shanghai, China, 2016
    [BibTeX]

@inproceedings{gupta2016pathology,
  author = { Gupta, Rahul, and Chaspari, Theodori, and Kim, Jangwon, and Kumar, Naveen, and Bone, Daniel, and Narayanan, S.S.},
  title = {Pathological speech processing: state-of-the-art, current challenges, and future directions},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
  year = {2016},
}
  • A multimodal mixture-of-experts model for dynamic emotion prediction in movies
    Goyal A., Kumar N., Guha T., Narayanan S.
    ICASSP, Shanghai, China, 2016
    [BibTeX]

@inproceedings{goyal2016multimodal,
  author = { Goyal, Ankit, and Kumar, Naveen, and Guha, Tanaya, and Narayanan, S.S.},
  title = {A multimodal mixture-of-experts model for dynamic emotion prediction in movies},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
  year = {2016},
}
  • Opening big in Box Office? Trailer content can help
    Tadimari A., Kumar N., Guha T., Narayanan S.
    ICASSP, Shanghai, China, 2016
    [BibTeX] [Paper]

@inproceedings{tadimari2016trailer,
  author = { Tadimari, Adarsh and Kumar, Naveen, and Guha, Tanaya, and Narayanan, S.S.},
  title = {Opening big in Box Office? Trailer content can help.},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on},
  year = {2016},
}
  • Gender Representation in Cinematic Content: A Multimodal Approach
    Guha T., Huang C., Kumar N., Yan Z., Narayanan S.
    ICMI, Seattle, USA, 2015
    [BibTeX] [Preprint]

@inproceedings{guha2015gender,
  author = { Guha, Tanaya, and Huang, Chewei, and Kumar, Naveen, and Yan, Zhu, and Narayanan, S.S.},
  title = {Gender Representation in Cinematic Content: A Multimodal Approach},
  booktitle = {Seventeenth ACM International Conference on Multimodal Interaction},
  year = {2015},
}
  • A discriminative reliability-aware classification model with applications to intelligibility classification in pathological speech
    Kumar N., Narayanan S.
    Interspeech, Dresden, Germany, 2015
    [BibTeX] [Preprint] [Slides]

@inproceedings{kumar2015maxentrel,
  author = { Kumar, Naveen, and Narayanan, S.S.},
  title = {A discriminative reliability-aware classification model with applications to intelligibility classification in pathological speech},
  booktitle = {Sixteenth Annual Conference of the International Speech Communication Association},
  year = {2015},
}
  • Affect Prediction in Music using Boosted Ensemble of Filters
    Gupta R., Kumar N., Narayanan S.
    EUSIPCO, Nice, France, 2015
    [BibTeX] [Preprint]

@inproceedings{gupta2015emomusicboost,
  author = { Gupta, Rahul and Kumar, Naveen, and Narayanan, S.S.},
  title = {Affect Prediction in Music using Boosted Ensemble of Filters},
  booktitle = {Signal Processing Conference (EUSIPCO), 2015 Proceedings of the 23rd European},
  year = {2015},
}
  • Computationally deconstructing movie narratives: an informatics approach
    Guha T., Kumar N., Narayanan S., Smith S.
    ICASSP, Florence, Italy, 2015
    [BibTeX] [Preprint]

@inproceedings{guha2015threeact,
  author = { Guha, Tanaya, and Kumar, Naveen, and Narayanan, S.S., and Smith, Stacy},
  title = {Computationally deconstructing movie narratives: an informatics approach},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
  year = {2015},
}

@inproceedings{kim2013segmentation,
  author = {Kim, J., Kumar, N., Lee , S., and Narayanan, S.S.},
  title = {Enhanced airway-tissue boundary segmentation for real-time magnetic resonance imaging data},
  booktitle = {Tenth international seminar on Speech Production, ISSP10},
  year = {2014},
}
  • Hull Detection Based On Largest Empty Sector Angle with application to analysis of real time MR images
    Kumar N., Narayanan S.
    ICASSP, Florence, Italy, 2014
    [BibTeX] [Preprint] [Demo] [Poster]

@inproceedings{kumar2014largestanglehull,
  author = {Kumar, N., and Narayanan, S.S.},
  title = {Hull Detection Based on Largest Empty Sector Angle with application to analysis of real-time MR images},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
  year = {2014},
}
  • Fusion of Diverse denoising systems for Robust Automatic Speech Recognition
    Kumar N., Van Segbroeck M., Audhkhasi K., Drotar P., Narayanan S.
    ICASSP, Florence, Italy, 2014
    [BibTeX] [Preprint] [Poster]

@inproceedings{kumar2014diversedenoise,
  author = {Kumar, N. and Van Segbroeck, Maarten and Audhkhasi, K. and Drotar, P. and Narayanan, S.},
  title = {Fusion of Diverse denoising systems for Robust Automatic Speech Recognition},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
  year = {2014},
}
  • Active Target Detection with Mobile Agents
    Choudhary S., Kumar N., Mitra U., Narayanan S.
    ICASSP, Florence, Italy, 2014
    [BibTeX] [Preprint]

@inproceedings{chou2014activetarget,
  author = {Choudhary, S. and Kumar, N. and Mitra, U. and Narayanan, S.},
  title = {Active Target Detection with Mobile Agents},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on},
  year = {2014},
}

@inproceedings{kimpathologychallenge,
  author = {Kim, J. and Kumar, N. and Tsiartas, A. and Li M. and Narayanan, S.S.},
  title = {Intelligibility Classification of Pathological Speech Using Fusion of Multiple Subsystems},
  booktitle = {Thirteenth Annual Conference of the International Speech Communication Association},
  year = {2012},
}
  • Features for comparing tune similarity of songs across different languages
    Kumar N., Tsiartas A. and Narayanan S.
    MMSP, Banff, Canada, 2012
    [BibTeX] [Preprint]

@inproceedings{kumarcrosslingual,
  author = {Kumar, N. and Tsiartas, A. and Narayanan, S.S.},
  title = {Feature for comparing tune similarity of songs across different languages},
  booktitle = {Multimedia Signal Processing, 2012 IEEE 14th Workshop on},
  year = {2012},
  organization={IEEE}
}
  • Object Classification in Sidescan Sonar Images with Sparse Representation Techniques
    Kumar N., Tan Q. and Narayanan S.
    ICASSP, Kyoto, Japan, 2012
    [BibTeX] [Preprint]

@article{kumarobject,
  author = {Kumar, N. and Tan, Q.F. and Narayanan, S.S.},
  title = {Object Classification in Sidescan Sonar Images with Sparse Representation Techniques},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on},
  year = {2012},
}
  • Directional descriptors using zernike moment phases for object orientation estimation in underwater sonar images
    Kumar N., Lammert A., Englot B., Hover F. and Narayanan S.
    ICASSP, Prague, Czech Republic, 2011
    [BibTeX] [Preprint] [Poster]

@inproceedings{kumar2011directional,
  author = {Kumar, N. and Lammert, A.C. and Englot, B. and Hover, F.S. and Narayanan, S.S.},
  title = {Directional descriptors using zernike moment phases for object orientation estimation in underwater sonar images},
  booktitle = {Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on},
  year = {2011},
  pages = {1025--1028}
}

Abstracts/ Workshops

  • Detection of Musical Event Drop from Crowdsourced Annotations using a Noisy Channel Model
    Kumar N., Narayanan S.
    Crowdsourcing Challenge, MediaEval Workshop 2014, Barcelona, Spain
    [BibTeX] [Paper]

@inproceedings{kumar2014drop,
  author = {Naveen Kumar and {Shrikanth S.} Narayanan},
  title = {Detection of Musical Event Drop from Crowdsourced Annotations using a Noisy Channel Model},
  booktitle = {Mediaeval Workshop, Barcelona, Spain},
  year = {2014},
}
  • Affective Feature Design and Predicting Continuous Affective Dimensions from Music
    Kumar N., Gupta R., Guha T., Vaz C., Segbroeck M.V., Kim J., Narayanan S.
    Emotion in Music Challenge, MediaEval Workshop 2014, Barcelona, Spain
    [BibTeX] [Paper]

@inproceedings{kumar2014emotion,
  author = {Naveen Kumar and Rahul Gupta and Tanaya Guha and Colin Vaz and Maarten Van Segbroeck and Jangwon Kim and Shrikanth Narayanan},
  title = {Affective Feature Design and Predicting Continuous Affective Dimensions from Music},
  booktitle = {Mediaeval Workshop, Barcelona, Spain},
  year = {2014},
}
  • Active Target Detection with Navigation Costs : A Randomized Benchmark
    Choudhary S., Kartik D., Kumar N., Mitra U., Narayanan S.
    Allerton 2014, Monticello, IL, USA
    [BibTeX] [Abstract]

@inproceedings{chou2014activenavcost,
  author = {Choudhary S., Kartik D., Kumar N., Mitra U., Narayanan S.},
  title = {Active Target Detection with Navigation Costs : A Randomized Benchmark},
  booktitle = {Allerton Conference on Communication, Control and Computing},
  year = {2014},
}
  • A framework for unusual event detection in videos of informal classroom settings
    Ramanarayan V., Kumar N., Narayanan S.
    NIPS 2012, Workshop on Personalizing Education with Machine Learning, Lake Tahoe, NV, USA
    [BibTeX] [Abstract]

@inproceedings{vikram2012classroom,
  author = {Ramanarayanan, V., Kumar, N., and Narayanan, S.},
  title = {A framework for unusual event detection in videos of informal classroom settings},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {2014},
}