GCT634 Spring 2025
Musical Applications of Machine Learning
Final Projects
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Do Music Preferences Reflect Cultural Values? A Cross-National Analysis Using Music Embedding and World Values Survey
Yongjae Kim, Seongchan Park
[report]
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Adaptive Piano Fingering Estimation Based on Hand Size
Hyunyoung Han, Mingyu Han, Gangtae Park
[report]
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Adapting Speech Super-resolution Models for Musical Instrument Audio Enhancement
Sangyoon Kim, Gautier Miralles, Hanul Hong
[report]
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The Illusion of Fusion: Probing Modality Collapse in Multi-modal Contrastive Learning with Sound Encoders
Honggi Lee, Dana Kim
[report]
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EmoTTO: Emotion-Guided Test-time Optimization for Video-to-Music Generation
Byoungjun Kim
[report]
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LLM-Driven Text-to-Sound Synthesis via DX7 Patch Generation
Hoyeol Sohn, Yoonjeong Park
[report]
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Designing Pipeline for Scene-adaptive Music Generation Interacting with LLM
Jongeun Park
[report]
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Band-to-band Style Transfer via Universal Music Translation Network: Hearing DAY6 as Silicagel
Jooeun Lim, Taehui Lee
[report]
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A Novel Dataset for Spatial Music Robust to Different Environments
Geonwoo Baek, Hongju Jeong, Younghoo Kwon
[report]
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Wave-to-Sound: Real-Time Interactive Music Control via Ultrasonic Hand Gesture Classification
Meongeun Kim, Changhyeon Park
[report]
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Song-to-Song Translation from Korean to English
Jihwan Kim, Dongjin Kim
[report]
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MUSiCAL: Multimodal Unified Song-information Caption Audio Lyric Musical Theatre Dataset
Minhee Lee, Mirinae Lee
[report]