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Shrikanth Narayanan

Signal Analysis and Interpretation Lab, University of Southern California, Information Science Institute, University of Southern California

Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point Process

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Jul 10, 2023
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FedMultimodal: A Benchmark For Multimodal Federated Learning

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Jun 20, 2023
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Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content

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Jun 13, 2023
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PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models

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Jun 08, 2023
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Understanding Spoken Language Development of Children with ASD Using Pre-trained Speech Embeddings

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May 23, 2023
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TrustSER: On the Trustworthiness of Fine-tuning Pre-trained Speech Embeddings For Speech Emotion Recognition

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May 18, 2023
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Signal Processing Grand Challenge 2023 -- e-Prevention: Sleep Behavior as an Indicator of Relapses in Psychotic Patients

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Apr 17, 2023
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Designing and Evaluating Speech Emotion Recognition Systems: A reality check case study with IEMOCAP

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Apr 03, 2023
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Contextually-rich human affect perception using multimodal scene information

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Mar 13, 2023
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A dataset for Audio-Visual Sound Event Detection in Movies

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Feb 14, 2023
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