Koo, Junghyun

1. Reverb Conversion of Mixed Vocal Tracks Using an End-to-end\n Convolutional Deep Neural Network
   2021/03/02 by Junghyun Koo, Koo, Junghyun, Seungryeol Paik +3 · 5 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
2. Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects
   2022/11/04 by Junghyun Koo, Marco A. Martinez-Ramirez, Koo, Junghyun +9 · 9 citations
   Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
3. Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer
   2024/01/01 by Michele Mancusi, Yurii Halychanskyi, Mancusi, Michele +20 · 1 voice · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #cs.AI #cs.IR #cs.SD #eess.AS #electronic engineering #information engineering
4. End-to-end Music Remastering System Using Self-supervised and Adversarial Training
   2022/02/17 by Junghyun Koo, Koo, Junghyun, Seungryeol Paik +3 · 2 citations
   Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
5. Self-refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data
   2023/07/24 by Junghyun Koo, Yunkee Chae, Koo, Junghyun +5 · 3 citations
   Computer Science · #Speech and Audio Processing #Music and Audio Processing #Speech Recognition and Synthesis
6. Exploiting Multi-Modal Features From Pre-trained Networks for\n Alzheimer's Dementia Recognition
   2020/09/08 by Junghyun Koo, Koo, Junghyun, Jie Hwan Lee +7 · 1 citation
   Computer Science · #Machine Learning in Healthcare
7. Variable Bitrate Residual Vector Quantization for Audio Coding
   2024/10/08 by Yunkee Chae, Woosung Choi, Chae, Yunkee +19 · 4 citations
   Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #Digital Filter Design and Implementation #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
8. Can Large Language Models Predict Audio Effects Parameters from Natural Language?
   2025/05/27 by Doh, Seungheon, Koo, Junghyun, Martínez-Ramírez, Marco A. +3 · 4 citations
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
9. Exploiting Time-Frequency Conformers for Music Audio Enhancement
   2023/08/24 by Chae, Yunkee, Koo, Junghyun, Lee, Sungho +1 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
10. LLM2Fx-Tools: Tool Calling For Music Post-Production
    2025/12/01 by Seungheon Doh, Doh, Seungheon, Junghyun Koo +11 · 2 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech Recognition and Synthesis
11. DiffVox: A Differentiable Model for Capturing and Analysing Vocal Effects Distributions
    2025/04/20 by Chin-Yun Yu, Marco A. Martínez-Ramírez, Yu, Chin-Yun +11 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Animal Vocal Communication and Behavior #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
12. TokenSynth: A Token-based Neural Synthesizer for Instrument Cloning and Text-to-Instrument
    2025/02/13 by Kim, Kyungsu, Koo, Junghyun, Lee, Sungho +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Sound (cs.SD)