| 2025 | IJCNN | Efficient and Fast Generative-Based Singing Voice Separation using a Latent Diffusion Model. | Gens Plaja-Roglans, Yun-Ning Hung, Xavier Serra, Igor Pereira |
| 2024 | ICASSP | Music Source Separation With Band-Split Rope Transformer. | Wei Tsung Lu, Ju-Chiang Wang, Qiuqiang Kong, Yun-Ning Hung |
| 2024 | ICASSP | A Foundation Model for Music Informatics. | Minz Won, Yun-Ning Hung, Duc Le |
| 2023 | ICASSP | Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming. | Yun-Ning Hung, Chao-Han Huck Yang, Pin-Yu Chen, Alexander Lerch |
| 2023 | ICASSP | Multitrack Music Transcription with a Time-Frequency Perceiver. | Wei Tsung Lu, Ju-Chiang Wang, Yun-Ning Hung |
| 2022 | ICASSP | Modeling Beats and Downbeats with a Time-Frequency Transformer. | Yun-Ning Hung, Ju-Chiang Wang, Xuchen Song, Wei Tsung Lu, Minz Won |
| 2022 | ICASSP | To Catch A Chorus, Verse, Intro, or Anything Else: Analyzing a Song with Structural Functions. | Ju-Chiang Wang, Yun-Ning Hung, Jordan B. L. Smith |
| 2021 | ICASSP | Transcription Is All You Need: Learning To Separate Musical Mixtures With Score As Supervision. | Yun-Ning Hung, Gordon Wichern, Jonathan Le Roux |
| 2019 | ICASSP | Multitask Learning for Frame-level Instrument Recognition. | Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang |
| 2019 | IJCAI | Musical Composition Style Transfer via Disentangled Timbre Representations. | Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang |