Search Results for author: Muhammad Haroon Yousaf

Found 7 papers, 4 papers with code

Face-voice Association in Multilingual Environments (FAME) Challenge 2024 Evaluation Plan

1 code implementation14 Apr 2024 Muhammad Saad Saeed, Shah Nawaz, Muhammad Salman Tahir, Rohan Kumar Das, Muhammad Zaigham Zaheer, Marta Moscati, Markus Schedl, Muhammad Haris Khan, Karthik Nandakumar, Muhammad Haroon Yousaf

The Face-voice Association in Multilingual Environments (FAME) Challenge 2024 focuses on exploring face-voice association under a unique condition of multilingual scenario.

Classification of Potholes Based on Surface Area Using Pre-Trained Models of Convolutional Neural Network

no code implementations29 Sep 2023 Chauhdary Fazeel Ahmad, Abdullah Cheema, Waqas Qayyum, Rana Ehtisham, Muhammad Haroon Yousaf, Junaid Mir, Nasim Shakouri Mahmoudabadi, Afaq Ahmad

The classification of images taken at the height of 2 feet has an accuracy value of 87. 33%, 88. 67%, and 92% for classifying the large, small, and normal pavement, respectively.

Single-branch Network for Multimodal Training

1 code implementation10 Mar 2023 Muhammad Saad Saeed, Shah Nawaz, Muhammad Haris Khan, Muhammad Zaigham Zaheer, Karthik Nandakumar, Muhammad Haroon Yousaf, Arif Mahmood

With the rapid growth of social media platforms, users are sharing billions of multimedia posts containing audio, images, and text.

Cross-Modal Retrieval Retrieval

Speaker Recognition in Realistic Scenario Using Multimodal Data

no code implementations25 Feb 2023 Saqlain Hussain Shah, Muhammad Saad Saeed, Shah Nawaz, Muhammad Haroon Yousaf

To achieve this task, we proposed a two-branch network to learn joint representations of faces and voices in a multimodal system.

Speaker Recognition

Learning Branched Fusion and Orthogonal Projection for Face-Voice Association

1 code implementation22 Aug 2022 Muhammad Saad Saeed, Shah Nawaz, Muhammad Haris Khan, Sajid Javed, Muhammad Haroon Yousaf, Alessio Del Bue

In addition, we leverage cross-modal verification and matching tasks to analyze the impact of multiple languages on face-voice association.

Metric Learning

Fusion and Orthogonal Projection for Improved Face-Voice Association

2 code implementations20 Dec 2021 Muhammad Saad Saeed, Muhammad Haris Khan, Shah Nawaz, Muhammad Haroon Yousaf, Alessio Del Bue

Prior works adopt pairwise or triplet loss formulations to learn an embedding space amenable for associated matching and verification tasks.

Cross-Modal Retrieval

Cross-modal Speaker Verification and Recognition: A Multilingual Perspective

no code implementations28 Apr 2020 Muhammad Saad Saeed, Shah Nawaz, Pietro Morerio, Arif Mahmood, Ignazio Gallo, Muhammad Haroon Yousaf, Alessio Del Bue

Recent years have seen a surge in finding association between faces and voices within a cross-modal biometric application along with speaker recognition.

Speaker Recognition Speaker Verification

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