Search Results for author: Joon-Young Yang

Found 4 papers, 2 papers with code

Relational Proxy Loss for Audio-Text based Keyword Spotting

no code implementations8 Jun 2024 Youngmoon Jung, Seungjin Lee, Joon-Young Yang, Jaeyoung Roh, Chang Woo Han, Hoon-Young Cho

In recent years, there has been an increasing focus on user convenience, leading to increased interest in text-based keyword enrollment systems for keyword spotting (KWS).

Keyword Spotting Metric Learning +1

Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer

1 code implementation19 Dec 2023 Youn-Yeol Yu, Jeongwhan Choi, Woojin Cho, Kookjin Lee, Nayong Kim, Kiseok Chang, Chang-Seung Woo, Ilho Kim, Seok-Woo Lee, Joon-Young Yang, Sooyoung Yoon, Noseong Park

These methods are typically designed to i) reduce the computational cost in solving physical dynamics and/or ii) propose techniques to enhance the solution accuracy in fluid and rigid body dynamics.

Graph Neural Network Numerical Integration +1

Improving Transformer-based End-to-End Speaker Diarization by Assigning Auxiliary Losses to Attention Heads

no code implementations2 Mar 2023 Ye-Rin Jeoung, Joon-Young Yang, Jeong-Hwan Choi, Joon-Hyuk Chang

In this study, to enhance the training effectiveness of SA-EEND models, we propose the use of auxiliary losses for the SA heads of the transformer layers.

Action Detection Activity Detection +2

Task-specific Optimization of Virtual Channel Linear Prediction-based Speech Dereverberation Front-End for Far-Field Speaker Verification

1 code implementation27 Dec 2021 Joon-Young Yang, Joon-Hyuk Chang

Developing a single-microphone speech denoising or dereverberation front-end for robust automatic speaker verification (ASV) in noisy far-field speaking scenarios is challenging.

Denoising Speaker Verification +2

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