Publications
This section contains publications published by ISI over the past several decades.
2019
On evaluating CNN representations for low resource medical image classification
Taruna Agrawal, Rahul Gupta, Shrikanth Narayanan
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
An empirical study of speech processing in the brain by analyzing the temporal syllable structure in speech-input induced EEG
Rini A Sharon, Shrikanth Narayanan, Mriganka Sur, Hema A Murthy
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Calibrationless deblurring of spiral rt-mri of speech production using convolutional neural networks
Yongwan Lim, Shrikanth Narayanan, Krishna S Nayak
ISMRM 27th Scientific Session,(Montreal, Canada), 673, 2019
Engineering innovation in speech science: Data and technologies
Christina Hagedorn, Tanner Sorensen, Adam Lammert, Asterios Toutios, Louis Goldstein, Dani Byrd, Shrikanth Narayanan
Perspectives of the ASHA Special Interest Groups 4 (2), 411-420, 2019
Total variability layer in deep neural network embeddings for speaker verification
Ruchir Travadi, Shrikanth Narayanan
IEEE Signal Processing Letters 26 (6), 893-897, 2019
Multimodal representation learning using deep multiset canonical correlation
Krishna Somandepalli, Naveen Kumar, Ruchir Travadi, Shrikanth Narayanan
arXiv preprint arXiv:1904.01775, 2019
Advances in vocal tract imaging and analysis
Asterios Toutios, Dani Byrd, Louis Goldstein, Shrikanth Narayanan
The Routledge handbook of phonetics, 34-50, 2019
Motion-capture patterns of voluntarily mimicked dynamic facial expressions in children and adolescents with and without ASD
Emily Zane, Zhaojun Yang, Lucia Pozzan, Tanaya Guha, Shrikanth Narayanan, Ruth Bergida Grossman
Journal of autism and developmental disorders 49, 1062-1079, 2019
Key challenges for multimedia research in the next ten years
Shih-Fu Chang, Alex Hauptmann, Louis-Philippe Morency
National Science Foundation, 2019
Comparison of heart rate measurement between the fitbit charge 2 and omsignal smart garments: A free-living study
Mackenzie Wildman, Raul Eulogio, Rishika Singh, Ernesto Ramirez, Luca Foschini, Amrutha Nadarajan, Brandon M Booth, Karel Mundnich, Emilio Ferrara, Kristina Lerman, Shrikanth Narayanan
Annals of Behavioral Medicine 53, S81-S81, 2019
Task-dependence of articulator synergies
Tanner Sorensen, Asterios Toutios, Louis Goldstein, Shrikanth Narayanan
The Journal of the Acoustical Society of America 145 (3), 1504-1520, 2019
3D dynamic MRI of the vocal tract during natural speech
Yongwan Lim, Yinghua Zhu, Sajan Goud Lingala, Dani Byrd, Shrikanth Narayanan, Krishna Shrinivas Nayak
Magnetic resonance in medicine 81 (3), 1511-1520, 2019
Language aided speaker diarization using speaker role information
Nikolaos Flemotomos, Panayiotis Georgiou, Shrikanth Narayanan
arXiv preprint ArXiv:1911.07994, 2019
Understanding affective expressions and experiences through behavioral machine intelligence
Shrikanth Narayanan
Proc. SMM 2019, 2019
The ambiguous world of emotion representation
Nicholas Cummins, EM Provost, V Sethu, J Epps, C Busso, S Narayanan
An analysis of observation length requirements in spoken language for machine understanding of human behaviors
Sandeep Nallan Chakravarthula, B Baucom, S Narayanan, P Georgiou
arXiv preprint arXiv:1911.09515, 2019
Using shared vector representations of words and chords in music for genre classification
Timothy Greer, Shrikanth Narayanan
Proceedings SMM19, Workshop on Speech, Music and Mind, 46-50, 2019
Incremental online spoken language understanding
Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis Georgiou, Shrikanth Narayanan
arXiv preprint arXiv:1910.10287, 2019
Multiview Shared Subspace Learning Across Speakers and Speech Commands.
Krishna Somandepalli, Naveen Kumar, Arindam Jati, Panayiotis G Georgiou, Shrikanth Narayanan
INTERSPEECH, 2320-2324, 2019
The Second DIHARD Challenge: System Description for USC-SAIL Team.
Tae Jin Park, Manoj Kumar, Nikolaos Flemotomos, Monisankha Pal, Raghuveer Peri, Rimita Lahiri, Panayiotis G Georgiou, Shrikanth Narayanan
INTERSPEECH, 998-1002, 2019