GCT634 Spring 2024
Musical Applications of Machine Learning
Final Projects
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KNN-based Out-of-Distribution Detection for Music Domain
Woohyuck Kim
[report]
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Enhancing Haptic Perception of Musical Instruments for Immersive Music Experience
Sungyong Shin, Junsuk Seo
[report]
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Pitch ControlNet:Monophonic Instrument Sound Generation leveraging Pretrained Text-to-Audio Model
Junwon Lee, Minseo Kim, Dabin Kim
[report]
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MuViGen: Automated Music Video Generation Using Pre-trained Video and Natural Language Priors
Jongwoo Choi, Minsun Kim
[report]
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Matching Music Performance Dynamics and Conducting Motion Through a Spatio-temporal Graph Convolutional Networks
Minjae Kim, Kirak Kim, Jiwon Kim
[report]
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txt-im2wav: Text-Image Guided Audio Generation
Seungheon Kim, Yongmin Seo, Kitaeg Shim
[report]
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Vangelis AI: Generation of Symbolic Spectromorphological Gestures Using MPE Datasets and Science Fictional Images
Philip Liu, Jungmin Lee
[report]
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Attention-Grabbing Political Music: Focusing on Election Campaign Songs in South Korea
Jaehong Kim, Seoyoung Park
[report]
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Story-driven Music Recommendation: Matching Emotion of KOREAN Text and Music
Daeyong Kwon, Sein Lee
[report]
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Anomalous Sound Detection for Machine Condition Monitoring
Yewon Kim, Seojin Park
[report]
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Music-guided Video Generation for YouTube Playlists
Jaesung Park, Serin Yoon, Seungmi Lee
[report]
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Lyric Transcription in Noisy Environment
Kwang Bin Lee, Zsombor Banfi, Hye Bin Ahn
[report]
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Can I Draw the Music?: Symbolic Music Generation using Finger Groove’s MIDI
DongKyu Kwak, Jihyeon Lee, Jina Kim
[report]
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Exploring the Multi- faceted Evaluation of Foundation Models Using Cantometrics
Danbinaerin Han
[report]