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FedAudio: A Federated Learning Benchmark for Audio Tasks


Nov 18, 2022
Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr

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Attribute Inference Attack of Speech Emotion Recognition in Federated Learning Settings


Dec 26, 2021
Tiantian Feng, Hanieh Hashemi, Rajat Hebbar, Murali Annavaram, Shrikanth S. Narayanan

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A multispeaker dataset of raw and reconstructed speech production real-time MRI video and 3D volumetric images


Feb 16, 2021
Yongwan Lim, Asterios Toutios, Yannick Bliesener, Ye Tian, Sajan Goud Lingala, Colin Vaz, Tanner Sorensen, Miran Oh, Sarah Harper, Weiyi Chen, Yoonjeong Lee, Johannes Töger, Mairym Lloréns Montesserin, Caitlin Smith, Bianca Godinez, Louis Goldstein, Dani Byrd, Krishna S. Nayak, Shrikanth S. Narayanan

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* 27 pages, 6 figures, 5 tables, submitted to Nature Scientific Data 

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Attention-gated convolutional neural networks for off-resonance correction of spiral real-time MRI


Feb 14, 2021
Yongwan Lim, Shrikanth S. Narayanan, Krishna S. Nayak

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* 28th Int. Soc. Magn. Reson. Med. (ISMRM) Scientific Sessions, 2020, p.1005 
* 8 pages, 4 figures, 1 table 

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Normalization Before Shaking Toward Learning Symmetrically Distributed Representation Without Margin in Speech Emotion Recognition


Aug 05, 2018
Che-Wei Huang, Shrikanth S. Narayanan

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* Submission to The IEEE Transactions 

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Generalized Ambiguity Decomposition for Understanding Ensemble Diversity


Dec 28, 2013
Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran, Shrikanth S. Narayanan

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* 32 pages, 10 figures 

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