DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | 남주한 | - |
dc.contributor.author | Chung, Yoonjin | - |
dc.contributor.author | 정윤진 | - |
dc.date.accessioned | 2024-07-25T19:30:47Z | - |
dc.date.available | 2024-07-25T19:30:47Z | - |
dc.date.issued | 2023 | - |
dc.identifier.uri | http://library.kaist.ac.kr/search/detail/view.do?bibCtrlNo=1045731&flag=dissertation | en_US |
dc.identifier.uri | http://hdl.handle.net/10203/320543 | - |
dc.description | 학위논문(석사) - 한국과학기술원 : 김재철AI대학원, 2023.8,[iv, 29 p. :] | - |
dc.description.abstract | This paper addresses the challenge of generating realistic and event-aligned Foley sound effects, which play a crucial role in enhancing the immersive experience of various media forms. We propose a generative audio synthesis system that incorporates sound class category and event timing conditions to generate appropriate waveforms. To preserve temporal information and enhance synchronization with specific events, we introduce Block-FiLM, a block-wise feature linear modulation method. Our approach is demonstrated to significantly improve the quality and alignment of generated sounds by experiments and ablation studies. Evaluation results based on objective metrics and subjective listening tests confirm the effectiveness of our approach. Overall, this work contributes to the advancement of Foley sound synthesis and indicates the potential of generative models for automating and streamlining sound production in various domains. | - |
dc.language | eng | - |
dc.publisher | 한국과학기술원 | - |
dc.subject | 폴리 사운드 합성▼a타이밍 가이던스▼a웨이브폼 도메인 디퓨전 | - |
dc.subject | Foley sound synthesis▼aTiming guidance▼aWaveform domain diffusion | - |
dc.title | Controllable waveform-domain diffusion model for event-guided foley sound synthesis | - |
dc.title.alternative | 제어 가능한 이벤트 가이딩 폴리 사운드 합성을 위한 웨이브폼 도메인에서의 디퓨전 모델 활용 | - |
dc.type | Thesis(Master) | - |
dc.identifier.CNRN | 325007 | - |
dc.description.department | 한국과학기술원 :김재철AI대학원, | - |
dc.contributor.alternativeauthor | Nam, Juhan | - |
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