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Sujatha Sundararaman: Music Recommendations & Generative AI in Music - AI Portfolio Podcast
Manage episode 437345391 series 3596668
Mark Moyou, PhD and Mark Moyou에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Mark Moyou, PhD and Mark Moyou 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
Sujatha Sundararaman, a distinguished engineering leader and Head of Search, Understanding, and Voice at Google's YouTube Music (YTM). With a stellar track record in both startup and enterprise environments, Sujatha excels in steering ideas from conception to successful, revenue-generating products.
📲 Sujatha Sundararaman Socials:
LinkedIn: https://www.linkedin.com/in/sujatha-sundararaman-49a339/
📲 Mark Moyou, PhD Socials:
LinkedIn: https://www.linkedin.com/in/markmoyou/
Twitter: https://twitter.com/MarkMoyou
📗 Chapters
00:00 Intro
02:17 LLM in Music Recommendations
04:28 Why music is important?
08:05 Exploration Vs Exploitation
11:48 Prevalence of remix songs
15:07 Why music recommendation problem is difficult?
20:30 Large datasets and diversity of users
25:54 Handling User experience and expectations in music
28:20 Categorizing Music and Content Understanding
32:28 Glocal Music Behavior
36:20 Multilingual Users
41:22 Building trust with YT music
46:19 Generative AI in Music
58:54 How dance drives music listening behavior?
01:01:17 Startup Lessons
01:06:02 Career Optimization Function
01:08:20 Networking and Switching Companies
01:11:14 Mentors
01:15:46 Managing a Team
01:18:43 How to manage world class teams?
01:21:32 Advice for Investors in AI space
01:23:32 Advice for startup founders
01:25:35 What value MBA provides?
01:28:58 3 book recommendations
01:32:15 How to approach job market?
01:37:50 Rapid Round
14 에피소드
공유
