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projects
A Computationally Efficient Algorithm to Search Chord Shapes on the Guitar Fretboard
Personal side project. Aug 2021 - Present
FM synthesizer using National Instrument MyRio
NTU Embedded System Course Project. Jan 2020 - May 2020
code demoGuitar Effect Simulator using Raspberry Pi with a Web Controller
NTU Design and Innovation Project; Project initiator and the team leader of 5. Jan 2020 - May 2020
code demoThe Use of Music for Reporting Mood in People with Autism
in collaboration with SingHealth and Duke NUS; Principal music composer. Aug 2021 - Present
publications
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
Published in IJCNN, 2021
arxiv code demo tutorialConditional Drums Generation using Compound Word Representations
Published in EvoMUSART, 2022
arxiv code demo tutorialDENT-DDSP: Data-Efficient Noisy Speech Generator Using Differentiable Digital Signal Processors for Explicit Distortion Modelling and Noise-robust Speech Recognition
Published in INTERSPEECH, 2022
arxiv code demo tutorialA Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling
Published in AAAI, 2023
arxiv code demo tutorialGAPS: A Large and Diverse Classical Guitar Dataset and Benchmark Transcription Model
Published in ISMIR, 2024
arxiv code demo tutorialMustango: Toward Controllable Text-to-Music Generation
Published in NAACL, 2024
arxiv code demo tutorialtalks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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