Search Results - "Tae, Jaesung"

Mirror Diffusion Models by Tae, Jaesung

“…Diffusion models have successfully been applied to generative tasks in various continuous domains. However, applying diffusion to discrete categorical data…”
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MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis by Tae, Jaesung, Kim, Hyeongju, Lee, Younggun

“…2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) Recent developments in deep learning have significantly improved the…”
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EdiTTS: Score-based Editing for Controllable Text-to-Speech by Tae, Jaesung, Kim, Hyeongju, Kim, Taesu

“…We present EdiTTS, an off-the-shelf speech editing methodology based on score-based generative modeling for text-to-speech synthesis. EdiTTS allows for…”
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Enhancing Few-shot Text-to-SQL Capabilities of Large Language Models: A Study on Prompt Design Strategies by Nan, Linyong, Zhao, Yilun, Zou, Weijin, Ri, Narutatsu, Tae, Jaesung, Zhang, Ellen, Cohan, Arman, Radev, Dragomir

“…In-context learning (ICL) has emerged as a new approach to various natural language processing tasks, utilizing large language models (LLMs) to make…”
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TESS: Text-to-Text Self-Conditioned Simplex Diffusion by Mahabadi, Rabeeh Karimi, Ivison, Hamish, Tae, Jaesung, Henderson, James, Beltagy, Iz, Peters, Matthew E, Cohan, Arman

“…Diffusion models have emerged as a powerful paradigm for generation, obtaining strong performance in various continuous domains. However, applying continuous…”
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MLP Singer: Towards Rapid Parallel Korean Singing Voice Synthesis by Tae, Jaesung, Kim, Hyeongju, Lee, Younggun

“…Recent developments in deep learning have significantly improved the quality of synthesized singing voice audio. However, prominent neural singing voice…”
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Surfer100: Generating Surveys From Web Resources, Wikipedia-style by Li, Irene, Fabbri, Alexander, Kawamura, Rina, Liu, Yixin, Tang, Xiangru, Tae, Jaesung, Shen, Chang, Ma, Sally, Mizutani, Tomoe, Radev, Dragomir

“…Fast-developing fields such as Artificial Intelligence (AI) often outpace the efforts of encyclopedic sources such as Wikipedia, which either do not completely…”
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What Language Model to Train if You Have One Million GPU Hours? by Scao, Teven Le, Wang, Thomas, Hesslow, Daniel, Saulnier, Lucile, Bekman, Stas, Bari, M Saiful, Biderman, Stella, Elsahar, Hady, Muennighoff, Niklas, Phang, Jason, Press, Ofir, Raffel, Colin, Sanh, Victor, Shen, Sheng, Sutawika, Lintang, Tae, Jaesung, Yong, Zheng Xin, Launay, Julien, Beltagy, Iz

“…The crystallization of modeling methods around the Transformer architecture has been a boon for practitioners. Simple, well-motivated architectural variations…”
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