Search Results for author: Muhammad Saad Saeed

Found 5 papers, 3 papers with code

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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