Search Results for author: Marija Stanojevic

Found 5 papers, 1 papers with code

Zero-Shot Multi-Lingual Speaker Verification in Clinical Trials

no code implementations2 Apr 2024 Ali Akram, Marija Stanojevic, Malikeh Ehghaghi, Jekaterina Novikova

This represents a significant step in developing more versatile and efficient speaker verification systems for cognitive and mental health clinical trials that can be used across a wide range of languages and dialects, substantially reducing the effort required to develop speaker verification systems for multiple languages.

Speaker Verification

Factors Affecting the Performance of Automated Speaker Verification in Alzheimer's Disease Clinical Trials

no code implementations20 Jun 2023 Malikeh Ehghaghi, Marija Stanojevic, Ali Akram, Jekaterina Novikova

Detecting duplicate patient participation in clinical trials is a major challenge because repeated patients can undermine the credibility and accuracy of the trial's findings and result in significant health and financial risks.

Fairness Speaker Verification

Multi-modal deep learning system for depression and anxiety detection

no code implementations30 Dec 2022 Brian Diep, Marija Stanojevic, Jekaterina Novikova

We find that augmenting hand-crafted features with deep-learned features improves our overall classification F1 score comparing to a baseline of hand-crafted features alone from 0. 58 to 0. 63 for depression and from 0. 54 to 0. 57 for anxiety.

Anxiety Detection

Stay on Topic, Please: Aligning User Comments to the Content of a News Article

no code implementations3 Mar 2021 Jumanah Alshehri, Marija Stanojevic, Eduard Dragut, Zoran Obradovic

We proposed a BERTAC, BAERT-based approach that learn jointly article-comment embeddings and infers the relevance class of comments.

Classification General Classification +1

Extracting Entities and Topics from News and Connecting Criminal Records

1 code implementation3 May 2020 Quang Pham, Marija Stanojevic, Zoran Obradovic

The goal of this paper is to summarize methodologies used in extracting entities and topics from a database of criminal records and from a database of newspapers.

Clustering

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