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【2】Audio Content Generation Building digitalized human and humanized AI CUHK-SZ.pdf

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1、1AUDIO CONTENT GENERATION:BUILDINGDIGITALIZED HUMAN AND HUMANIZED AIWei XueDivision of Emerging Interdisciplinary AreasThe Hong Kong University of Science and Technology2STEPPING INTO THE VIRTUAL WORLDThe pandemic has changed the way of living,and the value of building an online virtual community is

2、 recognized.3STEPPING INTO THE VIRTUAL WORLDMetaverse and Web 3.0 are being built which define new paradigms of communication,perception and interactionDigitalized Human and Humanized AI Human and AI become Indistinguishable(Perception,emotion and creation)AI-generated contents enabling co-inspiring

3、 and co-creation between human and AI4NEXT-GENERATION AUDIOSWe have been working to build the next generation of audio content generation and the interaction between humans,machines and environmentsEndless beautiful audio contents will be generated in the virtual world.We take the music as a researc

4、h focus.Music is a symbol of human creativity and is the basis of modern entertainment industry.My team focuses on Virtual singers with realistic and emotional singing voicesDigital twin and virtual human Music composition with aesthetic feelings Co-creation,noveltyAudio Content Generation5NEXT-GENE

5、RATION AUDIOSOur goal is to ultimately create a new hybrid of real and virtual environments where humans and AIcan inspire,appreciate and interact through audios.Can we create an AI superstar among the top 10 singers?Can ordinary people with little music knowledge express themselves through music?Ca

6、n we talk,sing,and write songs with our idols?6OUTLINE AI Choir:Audio Generation CoMoSpeech:One Step Speech and Singing Voice Synthesis via Consistency Model7HOW TO MAKE AN AI CHOIR?8HUMAN-AI SYMPHONY ORCHESTRAThe worlds first human-AI collaborative symphony orchestra9FACTS OF THE AI CHOIRThe AI cho

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本文主要探讨了音频内容生成领域,特别是在构建数字化的虚拟人类和人性化的AI方面。文中提到,随着元宇宙和Web 3.0的建设,人类和AI的沟通、感知和交互方式正在被重新定义。作者的团队致力于研究虚拟歌手,他们拥有逼真的声音和情感表达,同时研究音乐创作的美学感受和AI与人类的协同创新。他们创造了一个AI合唱团,在无需大量标注数据的情况下,仅通过聆听未标记的录音,AI便能虚拟化出任何人的声音。此外,他们提出了一种名为CoMoSpeech的方法,通过一致性模型实现了一步语音和歌唱声音合成,提高了音频质量并加快了推理速度。关键数据包括:320个用于合唱的虚拟歌手、AI合唱团在“东方之珠”一曲中的表演,以及多个比较实验的结果,展示了他们方法在音频质量、推理速度等方面的优势。
如何实现音频内容的自动化生成? 人工智能如何助力音乐创作与演绎? 虚拟歌手与真实歌手的差距还有多远?
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