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Sujatha Sundararaman: Music Recommendations & Generative AI in Music - AI Portfolio Podcast
Manage episode 437345391 series 3596668
Konten disediakan oleh Mark Moyou, PhD and Mark Moyou. Semua konten podcast termasuk episode, grafik, dan deskripsi podcast diunggah dan disediakan langsung oleh Mark Moyou, PhD and Mark Moyou atau mitra platform podcast mereka. Jika Anda yakin seseorang menggunakan karya berhak cipta Anda tanpa izin, Anda dapat mengikuti proses yang diuraikan di sini https://id.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
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