Wei-Hsiang Liao

73 papers A* 7A 2C 1Misc 6Journal 47Unranked 9
YearRankTypeTitle / Venue / Authors
2026 A* conf
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing.
AAAI
Xinlei Niu, Kin Wai Cheuk, Jing Zhang, Naoki Murata, Chieh-Hsin Lai, Michele Mancusi, Woosung Choi, Giorgio Fabbro, Wei-Hsiang Liao, Charles Patrick Martin, Yuki Mitsufuji
2025 A conf
A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs?
INTERSPEECH
Yigitcan Özer, Woosung Choi, Joan Serrà, Mayank Kumar Singh, Wei-Hsiang Liao, Yuki Mitsufuji
2025 J jnl
A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs?
CoRR
Yigitcan Özer, Woosung Choi, Joan Serrà, Mayank Kumar Singh, Wei-Hsiang Liao, Yuki Mitsufuji
2025 J jnl
Automatic Music Mixing using a Generative Model of Effect Embeddings.
CoRR
Eloi Moliner, Marco A. Martínez Ramírez, Junghyun Koo, Wei-Hsiang Liao, Kin Wai Cheuk, Joan Serrà, Vesa Välimäki, Yuki Mitsufuji
2025 — conf
Can Large Language Models Predict Audio Effects Parameters from Natural Language?
WASPAA
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Can Large Language Models Predict Audio Effects Parameters from Natural Language?
CoRR
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Concept-TRAK: Understanding how diffusion models learn concepts through concept-level attribution.
CoRR
Yong-Hyun Park, Chieh-Hsin Lai, Satoshi Hayakawa, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Woosung Choi, Kin Wai Cheuk, Junghyun Koo, Yuki Mitsufuji
2025 J jnl
Cross-Modal Learning for Music-to-Music-Video Description Generation.
CoRR
Zhuoyuan Mao, Mengjie Zhao, Qiyu Wu, Zhi Zhong, Wei-Hsiang Liao, Hiromi Wakaki, Yuki Mitsufuji
2025 J jnl
DiffVox: A Differentiable Model for Capturing and Analysing Professional Effects Distributions.
CoRR
Chin-Yun Yu, Marco A. Martínez Ramírez, Junghyun Koo, Ben Hayes, Wei-Hsiang Liao, György Fazekas, Yuki Mitsufuji
2025 — conf
Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures.
ISMIR
Yen-Tung Yeh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yi-Hsuan Yang, Yuki Mitsufuji
2025 J jnl
Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures.
CoRR
Yen-Tung Yeh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yi-Hsuan Yang, Yuki Mitsufuji
2025 A* conf
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning.
ICLR
Ayano Hiranaka, Shang-Fu Chen, Chieh-Hsin Lai, Dongjun Kim, Naoki Murata, Takashi Shibuya, Wei-Hsiang Liao, Shao-Hua Sun, Yuki Mitsufuji
2025 — conf
ITO-Master: Inference-Time Optimization for Audio Effects Modeling of Music Mastering Processors.
ISMIR
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Michele Mancusi, Yuki Mitsufuji
2025 J jnl
ITO-Master: Inference-Time Optimization for Audio Effects Modeling of Music Mastering Processors.
CoRR
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Michele Mancusi, Yuki Mitsufuji
2025 — conf
Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian Prior.
WASPAA
Chin-Yun Yu, Marco A. Martínez Ramírez, Junghyun Koo, Wei-Hsiang Liao, Yuki Mitsufuji, György Fazekas
2025 J jnl
Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian Prior.
CoRR
Chin-Yun Yu, Marco A. Martínez Ramírez, Junghyun Koo, Wei-Hsiang Liao, Yuki Mitsufuji, György Fazekas
2025 — conf
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
ISMIR
Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2025 J jnl
LLM2Fx-Tools: Tool Calling For Music Post-Production.
CoRR
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Woosung Choi, Wei-Hsiang Liao, Qiyu Wu, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Large-Scale Training Data Attribution for Music Generative Models via Unlearning.
CoRR
Woosung Choi, Junghyun Koo, Kin Wai Cheuk, Joan Serrà, Marco A. Martínez Ramírez, Yukara Ikemiya, Naoki Murata, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji
2025 Misc conf
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer.
ICASSP
Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Eloi Moliner, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Yuki Mitsufuji
2025 J jnl
Music Foundation Model as Generic Booster for Music Downstream Tasks.
Trans. Mach. Learn. Res.
Wei-Hsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kin Wai Cheuk, Marco A. Martínez Ramírez, Shusuke Takahashi, Stefan Uhlich, Taketo Akama, Woosung Choi, Yuichiro Koyama, Yuki Mitsufuji
2025 J jnl
Reductive, Exclusionary, Normalising: The Limits of Generative AI Music.
Trans. Int. Soc. Music. Inf. Retr.
Fabio Morreale, Marco A. Martínez Ramírez, Raul Masu, Wei-Hsiang Liao, Yuki Mitsufuji
2025 J jnl
Reverse Engineering of Music Mixing Graphs with Differentiable Processors and Iterative Pruning.
CoRR
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
2025 J jnl
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing.
CoRR
Xinlei Niu, Kin Wai Cheuk, Jing Zhang, Naoki Murata, Chieh-Hsin Lai, Michele Mancusi, Woosung Choi, Giorgio Fabbro, Wei-Hsiang Liao, Charles Patrick Martin, Yuki Mitsufuji
2025 Misc conf
Variable Bitrate Residual Vector Quantization for Audio Coding.
ICASSP
Yunkee Chae, Woosung Choi, Yuhta Takida, Junghyun Koo, Yukara Ikemiya, Zhi Zhong, Kin Wai Cheuk, Marco A. Martínez Ramírez, Kyogu Lee, Wei-Hsiang Liao, Yuki Mitsufuji
2024 A* conf
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion.
ICLR
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon
2024 J jnl
DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation.
CoRR
Yin-Jyun Luo, Kin Wai Cheuk, Woosung Choi, Toshimitsu Uesaka, Keisuke Toyama, Koichi Saito, Chieh-Hsin Lai, Yuhta Takida, Wei-Hsiang Liao, Simon Dixon, Yuki Mitsufuji
2024 J jnl
GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch.
CoRR
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
2024 J jnl
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes.
CoRR
Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki Shimada, Woosung Choi, Chieh-Hsin Lai, Naoki Murata, Toshimitsu Uesaka, Kengo Uchida, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes.
Trans. Mach. Learn. Res.
Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki Shimada, Woosung Choi, Chieh-Hsin Lai, Naoki Murata, Toshimitsu Uesaka, Kengo Uchida, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning.
CoRR
Ayano Hiranaka, Shang-Fu Chen, Chieh-Hsin Lai, Dongjun Kim, Naoki Murata, Takashi Shibuya, Wei-Hsiang Liao, Shao-Hua Sun, Yuki Mitsufuji
2024 J jnl
Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data.
CoRR
Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2024 J jnl
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
CoRR
Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024 J jnl
LOCKEY: A Novel Approach to Model Authentication and Deepfake Tracking.
CoRR
Mayank Kumar Singh, Naoya Takahashi, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer.
CoRR
Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Yuki Mitsufuji
2024 J jnl
MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage.
CoRR
Hao Hao Tan, Kin Wai Cheuk, Taemin Cho, Wei-Hsiang Liao, Yuki Mitsufuji
2024 A* conf
Manifold Preserving Guided Diffusion.
ICLR
Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon
2024 J jnl
Music Foundation Model as Generic Booster for Music Downstream Tasks.
CoRR
Wei-Hsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kin Wai Cheuk, Marco A. Martínez Ramírez, Shusuke Takahashi, Stefan Uhlich, Taketo Akama, Woosung Choi, Yuichiro Koyama, Yuki Mitsufuji
2024 A* conf
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models.
IJCAI
Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024 J jnl
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models.
CoRR
Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024 — conf
On the Language Encoder of Contrastive Cross-modal Models.
ACL (Findings)
Mengjie Zhao, Junya Ono, Zhi Zhong, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Takashi Shibuya, Hiromi Wakaki, Yuki Mitsufuji
2024 J jnl
OpenMU: Your Swiss Army Knife for Music Understanding.
CoRR
Mengjie Zhao, Zhi Zhong, Zhuoyuan Mao, Shiqi Yang, Wei-Hsiang Liao, Shusuke Takahashi, Hiromi Wakaki, Yuki Mitsufuji
2024 A* conf
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher.
NeurIPS
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon
2024 J jnl
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher.
CoRR
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon
2024 J jnl
Searching For Music Mixing Graphs: A Pruning Approach.
CoRR
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
2024 A conf
SilentCipher: Deep Audio Watermarking.
INTERSPEECH
Mayank Kumar Singh, Naoya Takahashi, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
SilentCipher: Deep Audio Watermarking.
CoRR
Mayank Kumar Singh, Naoya Takahashi, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
The Sound Demixing Challenge 2023 - Music Demixing Track.
Trans. Int. Soc. Music. Inf. Retr.
Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai, Woosung Choi, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Igor Gadelha, Geraldo Ramos, Eddie Hsu, Hugo Rodrigues, Fabian-Robert Stöter, Alexandre Défossez, Yi Luo, Jianwei Yu, Dipam Chakraborty, Sharada P. Mohanty, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Nabarun Goswami, Tatsuya Harada, Minseok Kim, Jun Hyung Lee, Yuanliang Dong, Xinran Zhang, Jiafeng Liu, Yuki Mitsufuji
2024 Misc conf
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.
ICASSP
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
2024 — conf
Towards Assessing Data Replication in Music Generation With Music Similarity Metrics on Raw Audio.
ISMIR
Roser Batlle-Roca, Wei-Hsiang Liao, Xavier Serra, Yuki Mitsufuji, Emilia Gómez
2024 J jnl
Towards Assessing Data Replication in Music Generation with Music Similarity Metrics on Raw Audio.
CoRR
Roser Batlle-Roca, Wei-Hsiang Liao, Xavier Serra, Yuki Mitsufuji, Emilia Gómez
2024 Misc conf
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance.
ICASSP
Carlos Hernandez-Olivan, Koichi Saito, Naoki Murata, Chieh-Hsin Lai, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
VRVQ: Variable Bitrate Residual Vector Quantization for Audio Compression.
CoRR
Yunkee Chae, Woosung Choi, Yuhta Takida, Junghyun Koo, Yukara Ikemiya, Zhi Zhong, Kin Wai Cheuk, Marco A. Martínez Ramírez, Kyogu Lee, Wei-Hsiang Liao, Yuki Mitsufuji
2023 — conf
Automatic Piano Transcription With Hierarchical Frequency-Time Transformer.
ISMIR
Keisuke Toyama, Taketo Akama, Yukara Ikemiya, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji
2023 J jnl
Automatic Piano Transcription with Hierarchical Frequency-Time Transformer.
CoRR
Keisuke Toyama, Taketo Akama, Yukara Ikemiya, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji
2023 J jnl
Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion.
CoRR
Dongjun Kim, Chieh-Hsin Lai, Wei-Hsiang Liao, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Yutong He, Yuki Mitsufuji, Stefano Ermon
2023 J jnl
Manifold Preserving Guided Diffusion.
CoRR
Yutong He, Naoki Murata, Chieh-Hsin Lai, Yuhta Takida, Toshimitsu Uesaka, Dongjun Kim, Wei-Hsiang Liao, Yuki Mitsufuji, J. Zico Kolter, Ruslan Salakhutdinov, Stefano Ermon
2023 Misc conf
Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects.
ICASSP
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji
2023 J jnl
On the Language Encoder of Contrastive Cross-modal Models.
CoRR
Mengjie Zhao, Junya Ono, Zhi Zhong, Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Wei-Hsiang Liao, Takashi Shibuya, Hiromi Wakaki, Yuki Mitsufuji
2023 J jnl
The Sound Demixing Challenge 2023 - Music Demixing Track.
CoRR
Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai, Woosung Choi, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Igor Gadelha, Geraldo Ramos, Eddie Hsu, Hugo Rodrigues, Fabian-Robert Stöter, Alexandre Défossez, Yi Luo, Jianwei Yu, Dipam Chakraborty, Sharada P. Mohanty, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Nabarun Goswami, Tatsuya Harada, Minseok Kim, Jun Hyung Lee, Yuanliang Dong, Xinran Zhang, Jiafeng Liu, Yuki Mitsufuji
2023 J jnl
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.
CoRR
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
2023 J jnl
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance.
CoRR
Carlos Hernandez-Olivan, Koichi Saito, Naoki Murata, Chieh-Hsin Lai, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji
2022 Misc conf
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks.
ICASSP
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
2022 — conf
Automatic music mixing with deep learning and out-of-domain data.
ISMIR
Marco A. Martínez Ramírez, Wei-Hsiang Liao, Chihiro Nagashima, Giorgio Fabbro, Stefan Uhlich, Yuki Mitsufuji
2022 J jnl
Automatic music mixing with deep learning and out-of-domain data.
CoRR
Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Stefan Uhlich, Chihiro Nagashima, Yuki Mitsufuji
2022 J jnl
Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects.
CoRR
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji
2022 J jnl
Preventing oversmoothing in VAE via generalized variance parameterization.
Neurocomputing
Yuhta Takida, Wei-Hsiang Liao, Chieh-Hsin Lai, Toshimitsu Uesaka, Shusuke Takahashi, Yuki Mitsufuji
2022 A* conf
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization.
ICML
Yuhta Takida, Takashi Shibuya, Wei-Hsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji
2022 J jnl
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization.
CoRR
Yuhta Takida, Takashi Shibuya, Wei-Hsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji
2021 J jnl
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks.
CoRR
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
2021 J jnl
Preventing Posterior Collapse Induced by Oversmoothing in Gaussian VAE.
CoRR
Yuhta Takida, Wei-Hsiang Liao, Toshimitsu Uesaka, Shusuke Takahashi, Yuki Mitsufuji
2015 — —
Modelling and transformation of sound textures and environmental sounds. (Modélisation et transformation de textures sonores et des sons environnementaux).
Wei-Hsiang Liao
2010 C conf
A SOT based digital audio coder using reference frame ordering method.
ISCAS
Yu-Lin Wang, Wei-Hsiang Liao, Alvin Wen-Yu Su