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Jaemin Jung

5 accepted papers

2025

VoiceDiT: Dual-Condition Diffusion Transformer for Environment-Aware Speech Synthesis

ICASSP 2025accepted

We present VoiceDiT, a multi-modal generative model for producing environment-aware speech and audio from text and visual prompts. While aligning speech with text is crucial for intelligible speech, achieving this alignment in noisy conditions remains a significant and underexplored challenge in the…

Cited by 0SourceScholar
2024

Artificial Intelligence-Driven Video Indexing for Rapid Surveillance Footage Summarization and Review

IJCAI 2024poster

This paper introduces VIDEX, an advanced tool designed to streamline the analysis of surveillance video through a user-friendly interface. VIDEX achieves high development efficiency and maintainability utilizing the Model-View-ViewModel (MVVM) design pattern. The core feature of VIDEX is a footage s…

2024

VoxMM: Rich Transcription of Conversations in the Wild

ICASSP 2024accepted

This paper presents a multi-modal dataset that contains rich transcriptions of spoken conversations. As diverse multi-modal and multi-task models emerge, there is a growing need for multi-modal training and evaluation datasets accompanied by rich metadata. However, there is no universal dataset that…

Cited by 0SourceScholar
2023

Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy

EMNLP 2023long findings

We address an important gap in detecting political bias in news articles. Previous works that perform document classification can be influenced by the writing style of each news outlet, leading to overfitting and limited generalizability. Our approach overcomes this limitation by considering both th…

Cited by 0SourceScholar
2023

Metric Learning for User-Defined Keyword Spotting

ICASSP 2023accepted

The goal of this work is to detect new spoken terms defined by users. While most previous works address Keyword Spotting (KWS) as a closed-set classification problem, this limits their transferability to unseen terms. The ability to define custom keywords has advantages in terms of user experience.I…

Cited by 0SourceScholar