Choi, Woosung
- HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes
2023/12/31 by Yuhta Takida, Yukara Ikemiya, Takida, Yuhta +19 · 7 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Image and Signal Denoising Methods #AI in cancer detection #Cancer-related molecular mechanisms research
- KUIELab-MDX-Net: A Two-Stream Neural Network for Music Demixing
2021/11/24 by Minseok Kim, Kim, Minseok, Woosung Choi +7 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning
2024/05/28 by Zhang, Yixiao, Ikemiya, Yukara, Choi, Woosung +7 · 6 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned\n Source Separation
2020/10/22 by Woosung Choi, Choi, Woosung, Minseok Kim +5 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- SteerMusic: Enhanced Musical Consistency for Zero-shot Text-guided and Personalized Music Editing
2025/04/15 by Xinlei Niu, Niu, Xinlei, Kin Wai Cheuk +19 · 5 citations
Computer Science · #Artificial Intelligence in Games #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription
2023/09/27 by Cwitkowitz, Frank, Cheuk, Kin Wai, Choi, Woosung +4 · 2 citations
#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
- A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs?
2025/05/26 by Yigitcan Özer, Woosung Choi, Özer, Yigitcan +9 · 6 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data
2024/06/22 by Yuhua Chen, Woosung Choi, Chen, Yu-Hua +13 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- 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
- Variable Bitrate Residual Vector Quantization for Audio Coding
2024/10/08 by Chae, Yunkee, Choi, Woosung, Takida, Yuhta +8 · 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
- Music Foundation Model as Generic Booster for Music Downstream Tasks
2024/11/02 by Liao, WeiHsiang, Takida, Yuhta, Ikemiya, Yukara +13 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering