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Prem Seetharaman

Sr. Research Scientist at Adobe Research

Prem Seetharaman is a Senior Research Scientist at Adobe Research, specializing in audio artificial intelligence. He works within the Audio AI Lab, focusing on generative models for various audio types, including everyday sounds, music, and speech. His work aims to enhance content creation by lowering barriers for users through advancements in computer audition and generative modeling techniques.12

Education and Career Background::

  • PhD: Seetharaman earned his PhD from Northwestern University in 2019, where he was advised by Bryan Pardo. His doctoral research laid the foundation for his current work in audio processing and machine learning.24
  • Previous Experience: Before joining Adobe Research in December 2023, he worked at Descript, where he contributed to projects involving audio enhancement and generation, including the development of neural audio codecs that significantly compress audio without quality loss.23

Research Contributions:: Seetharaman has authored numerous influential papers in the field of audio processing. Some notable works include:

  • "Wav2clip: Learning robust audio representations from clip" (ICASSP 2022)
  • "High-fidelity audio compression with improved rvqgan" (NeurIPS 2024)
  • "Vampnet: Music generation via masked acoustic token modeling" (ISMIR 2023) .12

His research interests encompass machine learning applications in audio technology, particularly focusing on enhancing user interaction with audio content through innovative tools and models. Seetharaman is also actively involved in mentoring students and interns at Adobe Research.2

Related Questions

What are some of the most notable projects Prem Seetharaman has worked on at Adobe?
How does Prem Seetharaman's work at Adobe contribute to the field of audio AI?
What inspired Prem Seetharaman to pursue a career in audio research?
Can you explain the VampNet model developed by Prem Seetharaman?
What is the Descript Audio Codec, and how does it work?
Prem Seetharaman
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Location

Sacramento, California, United States