A SOT based digital audio coder using reference frame ordering method. - Yu-Lin Wang; Wei-Hsiang Liao 001; Alvin Wen-Yu Su (ISCAS, 2010)

Modelling and transformation of sound textures and environmental sounds. (Modélisation et transformation de textures sonores et des sons environnementaux). - Wei-Hsiang Liao 001 (2015)

Preventing Posterior Collapse Induced by Oversmoothing in Gaussian VAE. - Yuhta Takida; Wei-Hsiang Liao 001; Toshimitsu Uesaka; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2021)

Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. - Bo-Yu Chen; Wei-Han Hsu; Wei-Hsiang Liao 001; Marco A. Martínez Ramírez; Yuki Mitsufuji; Yi-Hsuan Yang (ICASSP, 2022)

SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization. - Yuhta Takida; Takashi Shibuya 001; Wei-Hsiang Liao 001; Chieh-Hsin Lai; Junki Ohmura; Toshimitsu Uesaka; Naoki Murata; Shusuke Takahashi; Toshiyuki Kumakura; Yuki Mitsufuji (ICML, 2022)

Automatic music mixing with deep learning and out-of-domain data. - Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Chihiro Nagashima; Giorgio Fabbro; Stefan Uhlich; Yuki Mitsufuji (ISMIR, 2022)

Preventing oversmoothing in VAE via generalized variance parameterization. - Yuhta Takida; Wei-Hsiang Liao 001; Chieh-Hsin Lai; Toshimitsu Uesaka; Shusuke Takahashi; Yuki Mitsufuji (Neurocomputing, 2022)

Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects. - Junghyun Koo; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Stefan Uhlich; Kyogu Lee; Yuki Mitsufuji (ICASSP, 2023)

Automatic Piano Transcription With Hierarchical Frequency-Time Transformer. - Keisuke Toyama 002; Taketo Akama; Yukara Ikemiya; Yuhta Takida; Wei-Hsiang Liao 001; Yuki Mitsufuji (ISMIR, 2023)

On the Language Encoder of Contrastive Cross-modal Models. - Mengjie Zhao; Junya Ono; Zhi Zhong; Chieh-Hsin Lai; Yuhta Takida; Naoki Murata; Wei-Hsiang Liao 001; Takashi Shibuya 001; Hiromi Wakaki; Yuki Mitsufuji (ACL (Findings), 2024)

Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription. - Frank Cwitkowitz; Kin Wai Cheuk; Woosung Choi; Marco A. Martínez Ramírez; Keisuke Toyama 002; Wei-Hsiang Liao 001; Yuki Mitsufuji (ICASSP, 2024)

VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance. - Carlos Hernandez-Olivan; Koichi Saito; Naoki Murata; Chieh-Hsin Lai; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Yuki Mitsufuji (ICASSP, 2024)

Manifold Preserving Guided Diffusion. - Yutong He; Naoki Murata; Chieh-Hsin Lai; Yuhta Takida; Toshimitsu Uesaka; Dongjun Kim; Wei-Hsiang Liao 001; Yuki Mitsufuji; J. Zico Kolter; Ruslan Salakhutdinov; Stefano Ermon (ICLR, 2024)

Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion. - Dongjun Kim; Chieh-Hsin Lai; Wei-Hsiang Liao 001; Naoki Murata; Yuhta Takida; Toshimitsu Uesaka; Yutong He; Yuki Mitsufuji; Stefano Ermon (ICLR, 2024)

MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. - Yixiao Zhang 002; Yukara Ikemiya; Gus Xia; Naoki Murata; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Yuki Mitsufuji; Simon Dixon (IJCAI, 2024)

SilentCipher: Deep Audio Watermarking. - Mayank Kumar Singh; Naoya Takahashi; Wei-Hsiang Liao 001; Yuki Mitsufuji (INTERSPEECH, 2024)

Towards Assessing Data Replication in Music Generation With Music Similarity Metrics on Raw Audio. - Roser Batlle-Roca; Wei-Hsiang Liao 001; Xavier Serra; Yuki Mitsufuji; Emilia Gómez (ISMIR, 2024)

PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher. - Dongjun Kim; Chieh-Hsin Lai; Wei-Hsiang Liao 001; Yuhta Takida; Naoki Murata; Toshimitsu Uesaka; Yuki Mitsufuji; Stefano Ermon (NeurIPS, 2024)

MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage. - Hao Hao Tan; Kin Wai Cheuk; Taemin Cho; Wei-Hsiang Liao 001; Yuki Mitsufuji (CoRR, 2024)

Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning. - Yixiao Zhang 002; Yukara Ikemiya; Woosung Choi; Naoki Murata; Marco A. Martínez Ramírez; Liwei Lin; Gus Xia; Wei-Hsiang Liao 001; Yuki Mitsufuji; Simon Dixon (CoRR, 2024)

Searching For Music Mixing Graphs: A Pruning Approach. - Sungho Lee; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Stefan Uhlich; Giorgio Fabbro; Kyogu Lee; Yuki Mitsufuji (CoRR, 2024)

Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data. - Yu-Hua Chen; Woosung Choi; Wei-Hsiang Liao 001; Marco A. Martínez Ramírez; Kin Wai Cheuk; Yuki Mitsufuji; Jyh-Shing Roger Jang; Yi-Hsuan Yang (CoRR, 2024)

GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch. - Sungho Lee; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Stefan Uhlich; Giorgio Fabbro; Kyogu Lee; Yuki Mitsufuji (CoRR, 2024)

DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation. - Yin-Jyun Luo; Kin Wai Cheuk; Woosung Choi; Toshimitsu Uesaka; Keisuke Toyama 002; Koichi Saito; Chieh-Hsin Lai; Yuhta Takida; Wei-Hsiang Liao 001; Simon Dixon; Yuki Mitsufuji (CoRR, 2024)

Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer. - Michele Mancusi; Yurii Halychanskyi; Kin Wai Cheuk; Chieh-Hsin Lai; Stefan Uhlich; Junghyun Koo; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Giorgio Fabbro; Yuki Mitsufuji (CoRR, 2024)

LOCKEY: A Novel Approach to Model Authentication and Deepfake Tracking. - Mayank Kumar Singh; Naoya Takahashi; Wei-Hsiang Liao 001; Yuki Mitsufuji (CoRR, 2024)

Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning. - Ayano Hiranaka; Shang-Fu Chen; Chieh-Hsin Lai; Dongjun Kim; Naoki Murata; Takashi Shibuya 001; Wei-Hsiang Liao 001; Shao-Hua Sun; Yuki Mitsufuji (CoRR, 2024)

VRVQ: Variable Bitrate Residual Vector Quantization for Audio Compression. - Yunkee Chae; Woosung Choi; Yuhta Takida; Junghyun Koo; Yukara Ikemiya; Zhi Zhong; Kin Wai Cheuk; Marco A. Martínez Ramírez; Kyogu Lee; Wei-Hsiang Liao 001; Yuki Mitsufuji (CoRR, 2024)

OpenMU: Your Swiss Army Knife for Music Understanding. - Mengjie Zhao; Zhi Zhong; Zhuoyuan Mao; Shiqi Yang; Wei-Hsiang Liao 001; Shusuke Takahashi; Hiromi Wakaki; Yuki Mitsufuji (CoRR, 2024)

HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes. - Yuhta Takida; Yukara Ikemiya; Takashi Shibuya 001; Kazuki Shimada; Woosung Choi; Chieh-Hsin Lai; Naoki Murata; Toshimitsu Uesaka; Kengo Uchida; Wei-Hsiang Liao 001; Yuki Mitsufuji (Trans. Mach. Learn. Res., 2024)

The Sound Demixing Challenge 2023 - Music Demixing Track. - Giorgio Fabbro; Stefan Uhlich; Chieh-Hsin Lai; Woosung Choi; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Igor Gadelha; Geraldo Ramos; Eddie Hsu; Hugo Rodrigues; Fabian-Robert Stöter; Alexandre Défossez; et al. (Trans. Int. Soc. Music. Inf. Retr., 2024)

Variable Bitrate Residual Vector Quantization for Audio Coding. - Yunkee Chae; Woosung Choi; Yuhta Takida; Junghyun Koo; Yukara Ikemiya; Zhi Zhong; Kin Wai Cheuk; Marco A. Martínez Ramírez; Kyogu Lee; Wei-Hsiang Liao 001; Yuki Mitsufuji (ICASSP, 2025)

Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer. - Michele Mancusi; Yurii Halychanskyi; Kin Wai Cheuk; Eloi Moliner; Chieh-Hsin Lai; Stefan Uhlich; Junghyun Koo; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Giorgio Fabbro; Yuki Mitsufuji (ICASSP, 2025)

HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning. - Ayano Hiranaka; Shang-Fu Chen; Chieh-Hsin Lai; Dongjun Kim; Naoki Murata; Takashi Shibuya 001; Wei-Hsiang Liao 001; Shao-Hua Sun; Yuki Mitsufuji (ICLR, 2025)

Music Foundation Model as Generic Booster for Music Downstream Tasks. - Wei-Hsiang Liao 001; Yuhta Takida; Yukara Ikemiya; Zhi Zhong; Chieh-Hsin Lai; Giorgio Fabbro; Kazuki Shimada; Keisuke Toyama 002; Kin Wai Cheuk; Marco A. Martínez Ramírez; Shusuke Takahashi; Stefan Uhlich; et al. (Trans. Mach. Learn. Res., 2025)

Cross-Modal Learning for Music-to-Music-Video Description Generation. - Zhuoyuan Mao; Mengjie Zhao; Qiyu Wu 001; Zhi Zhong; Wei-Hsiang Liao 001; Hiromi Wakaki; Yuki Mitsufuji (CoRR, 2025)

SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing. - Xinlei Niu; Kin Wai Cheuk; Jing Zhang 052; Naoki Murata; Chieh-Hsin Lai; Michele Mancusi; Woosung Choi; Giorgio Fabbro; Wei-Hsiang Liao 001; Charles Patrick Martin; Yuki Mitsufuji (CoRR, 2025)

DiffVox: A Differentiable Model for Capturing and Analysing Professional Effects Distributions. - Chin-Yun Yu; Marco A. Martínez Ramírez; Junghyun Koo; Ben Hayes; Wei-Hsiang Liao 001; György Fazekas; Yuki Mitsufuji (CoRR, 2025)

Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian Prior. - Chin-Yun Yu; Marco A. Martínez Ramírez; Junghyun Koo; Wei-Hsiang Liao 001; Yuki Mitsufuji; György Fazekas (CoRR, 2025)

A Comprehensive Real-World Assessment of Audio Watermarking Algorithms: Will They Survive Neural Codecs? - Yigitcan Özer; Woosung Choi; Joan Serrà; Mayank Kumar Singh; Wei-Hsiang Liao 001; Yuki Mitsufuji (CoRR, 2025)

Can Large Language Models Predict Audio Effects Parameters from Natural Language? - Seungheon Doh; Junghyun Koo; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Juhan Nam; Yuki Mitsufuji (CoRR, 2025)

ITO-Master: Inference-Time Optimization for Audio Effects Modeling of Music Mastering Processors. - Junghyun Koo; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Giorgio Fabbro; Michele Mancusi; Yuki Mitsufuji (CoRR, 2025)

Large-Scale Training Data Attribution for Music Generative Models via Unlearning. - Woosung Choi; Junghyun Koo; Kin Wai Cheuk; Joan Serrà; Marco A. Martínez Ramírez; Yukara Ikemiya; Naoki Murata; Yuhta Takida; Wei-Hsiang Liao 001; Yuki Mitsufuji (CoRR, 2025)

Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures. - Yen-Tung Yeh; Junghyun Koo; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Yi-Hsuan Yang; Yuki Mitsufuji (CoRR, 2025)

Concept-TRAK: Understanding how diffusion models learn concepts through concept-level attribution. - Yong-Hyun Park; Chieh-Hsin Lai; Satoshi Hayakawa; Yuhta Takida; Naoki Murata; Wei-Hsiang Liao 001; Woosung Choi; Kin Wai Cheuk; Junghyun Koo; Yuki Mitsufuji (CoRR, 2025)