Liao, Wei-Hsiang
- Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
2023/10/01 by Dongjun Kim, Chieh-Hsin Lai, Kim, Dongjun +15 · 121 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Manifold Preserving Guided Diffusion
2023/11/28 by Yutong He, Naoki Murata, He, Yutong +19 · 33 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
- Automatic Piano Transcription with Hierarchical Frequency-Time Transformer
2023/07/10 by Keisuke Toyama, Toyama, Keisuke, Taketo Akama +9 · 11 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
- MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
2024/02/09 by Yixiao Zhang, Zhang, Yixiao, Yukara Ikemiya +13 · 11 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech Recognition and Synthesis
- HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes
2023/12/31 by Yuhta Takida, Takida, Yuhta, Yukara Ikemiya +19 · 9 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Image and Signal Denoising Methods #AI in cancer detection #Cancer-related molecular mechanisms research
- Automatic music mixing with deep learning and out-of-domain data
2022/08/24 by Marco A. Martínez-Ramírez, Wei‐Hsiang Liao, Martínez-Ramírez, Marco A. +9 · 8 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
- Towards Assessing Data Replication in Music Generation with Music Similarity Metrics on Raw Audio
2024/07/19 by Roser Batlle-Roca, Batlle-Roca, Roser, Liao, Wei-Hsiang +6 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #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) #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 · 8 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
- PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
2024/05/23 by Dongjun Kim, Chieh-Hsin Lai, Kim, Dongjun +13 · 8 citations
Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects
2022/11/04 by Junghyun Koo, Koo, Junghyun, Marco A. Martinez-Ramirez +9 · 7 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
- Preventing Oversmoothing in VAE via Generalized Variance Parameterization
2021/02/17 by Yuhta Takida, Takida, Yuhta, Wei‐Hsiang Liao +9 · 3 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer
2024/01/01 by Michele Mancusi, Mancusi, Michele, Yurii Halychanskyi +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
- Searching For Music Mixing Graphs: A Pruning Approach
2024/06/03 by Sungho Lee, Marco A. Martínez-Ramírez, Lee, Sungho +11 · 6 citations
Arts and Humanities · Computer Science · #Digital Humanities and Scholarship #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD)
- Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription
2023/09/27 by Cwitkowitz, Frank, Cheuk, Kin Wai, Choi, Woosung +4 · 3 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
- 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
- VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance
2023/09/13 by Hernandez-Olivan, Carlos, Saito, Koichi, Murata, Naoki +4 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #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, Özer, Yigitcan, Woosung Choi +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
- GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch
2024/08/06 by Sungho Lee, Marco A. Martínez-Ramírez, Lee, Sungho +11 · 3 citations
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) #electronic engineering #information engineering
- 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
- On the Language Encoder of Contrastive Cross-modal Models
2023/10/20 by Mengjie Zhao, Junya Ono, Zhao, Mengjie +17 · 1 citation
Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Subtitles and Audiovisual Media
- MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage
2024/03/15 by Hao Tan, Kin Wai Cheuk, Tan, Hao Hao +7 · 1 citation
Computer Science · #Music Technology and Sound Studies #Music and Audio Processing #Speech Recognition and Synthesis
- Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data
2024/06/22 by Yuhua Chen, Chen, Yu-Hua, Woosung Choi +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, Junghyun Koo, Doh, Seungheon +11 · 2 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech Recognition and Synthesis
- Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks
2021/10/13 by Boyu Chen, Chen, Bo-Yu, Wei‐Han Hsu +9 · 1 citation
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
- Variable Bitrate Residual Vector Quantization for Audio Coding
2024/10/08 by Yunkee Chae, Chae, Yunkee, Woosung Choi +19 · 2 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
- OpenMU: Your Swiss Army Knife for Music Understanding
2024/10/21 by Mengjie Zhao, Zhi Zhong, Zhao, Mengjie +13 · 1 citation
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Diverse Musicological Studies #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
- HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning
2024/10/07 by Hiranaka, Ayano, Chen, Shang-Fu, Lai, Chieh-Hsin +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- DiffVox: A Differentiable Model for Capturing and Analysing Vocal Effects Distributions
2025/04/20 by Chin-Yun Yu, Yu, Chin-Yun, Marco A. Martínez-Ramírez +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
- Cross-Modal Learning for Music-to-Music-Video Description Generation
2025/03/14 by Zhuoyuan Mao, Mengjie Zhao, Mao, Zhuoyuan +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Music and Audio Processing #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering