자료유형  

 학위논문

Control Number  

0017161606

International Standard Book Number  

9798383196502

Dewey Decimal Classification Number  

004

Main Entry-Personal Name  

Dong, Hao-Wen.

Publication, Distribution, etc. (Imprint  

[S.l.] : University of California, San Diego., 2024

Publication, Distribution, etc. (Imprint  

Ann Arbor : ProQuest Dissertations & Theses, 2024

Physical Description  

154 p.

General Note  

Source: Dissertations Abstracts International, Volume: 86-01, Section: B.

General Note  

Advisor: Berg-Kirkpatrick, Taylor;McAuley, Julian.

Dissertation Note  

Thesis (Ph.D.)--University of California, San Diego, 2024.

Summary, Etc.  

요약Generative AI has been transforming the way we interact with technology and consume content. In the next decade, AI technology will reshape how we create audio content in various media, including music, theater, films, games, podcasts, and short videos. In this dissertation, I introduce the three main directions of my research centered around generative AI for music and audio: 1) multitrack music generation, 2) assistive music creation tools, and 3) multimodal learning for audio and music. Through my research, I aim to answer the following two fundamental questions: 1) How can AI help professionals or amateurs create music and audio content? 2) Can AI learn to create music in a way similar to how humans learn music? My long-term goal is to lower the barrier of entry for music composition and democratize audio content creation.

Subject Added Entry-Topical Term  

Computer science.

Subject Added Entry-Topical Term  

Music.

Index Term-Uncontrolled  

Audio synthesis

Index Term-Uncontrolled  

Deep learning

Index Term-Uncontrolled  

Machine learning

Index Term-Uncontrolled  

Multimodal learning

Index Term-Uncontrolled  

Music generation

Added Entry-Corporate Name  

University of California, San Diego Computer Science and Engineering

Host Item Entry  

Dissertations Abstracts International. 86-01B.

Electronic Location and Access  

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Control Number  

joongbu:655010