Sarala Padi

Publications

Improved Speech Emotion Recognition using Transfer Learning and Spectrogram Augmentation

August 5, 2021

Author(s)

Sarala Padi, Omid Sadjadi, Ram D. Sriram, Dinesh Manocha

Automatic speech emotion recognition (SER) is a challenging task that plays a crucial role in natural human-computer interaction. One of the main challenges in

Deconstructing UML, Part 1: Modeling Classes with Categories

May 13, 2021

Author(s)

Sarala Padi, Spencer J. Breiner, Eswaran Subrahmanian, Ram D. Sriram

In this paper we analyze elements of the Unified Modeling Language (UML), specifically the class diagram, and propose an simplified alternative language based

Comparing Footwear Impressions that are Close Non-Matches Using Correlation-Based Approaches

May 1, 2021

Author(s)

Gautham Venkatasubramanian, Vighnesh Hegde, Sarala Padi, Hariharan K. Iyer, Martin Herman

Forensic activities related to footwear evidence may be broadly classified into the following two categories: (1) intelligence gathering and (2) evidential

Quantitative Bright-Field Microscopy Combined with Deep Neural Networks Predict Live Tissue Function

February 29, 2020

Author(s)

Carl Simon Jr., Nicholas J. Schaub, Petru S. Manescu, Sarala Padi, Mylene Simon, Peter Bajcsy, Nathan A. Hotaling, Joe Chalfoun, Mohamed Ouladi, Qin Wan, Kapil Bharti, Ruchi Sharma

Progressive increases in the number of cell therapies in the preclinical and clinical phases has prompted the need for reliable and non-invasive assays to

Comparison of Artificial Intelligence based approaches to cell function prediction

July 11, 2019

Author(s)

Sarala Padi, Petru S. Manescu, Nicholas Schaub, Nathan Hotaling, Carl G. Simon Jr., Peter Bajcsy

Predicting Retinal Pigment Epithelium (RPE) cell functions in stem cell implants using non-invasive bright field microscopy imaging is a critical task for

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Sarala Padi (IntlAssoc)

Publications