Publications / Talks

📄 MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage

Hao Hao Tan, Kin Wai Cheuk, Taemin Cho, Wei-Hsiang Liao, Yuki Mitsufuji.
Preprint, under review

arXiv

🗣️ Exciting Trends in Music Technology with Deep Learning

NUS Hackers Talk 2024

VIDEO SLIDES

🗣️ Parameter Inference of Music Synthesizers using Deep Learning

Audio Developer Conference (ADC) 2022

VIDEO SLIDES

📄 Semi-supervised music emotion recognition using noisy student training and harmonic pitch class profiles

MediaEval 2021, Emotions and Themes in Music Challenge

PDF CODE

📄 Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling

Hao Hao Tan, Dorien Herremans.
International Society for Music Information Retrieval (ISMIR) Conference 2020.

PDF CODE DEMO

📄 Generative Modelling for Controllable Audio Synthesis of Expressive Piano Performance

Hao Hao Tan, Yin-Jyun Luo, Dorien Herremans.
Machine Learning for Media Discovery (ML4MD) Workshop, ICML 2020.

PDF CODE DEMO

📄 ChordAL: A Chord-Based Approach for Music Generation using Bi-LSTMs

Hao Hao Tan
Creative Submission Extended Abstract, International Conference of Computational Creativity (ICCC) 2019.

PDF CODE DEMO