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State Space Models and Real-time Intelligence with Karan Goel and Albert Gu from Cartesia

State Space Models and Real-time Intelligence with Karan Goel and Albert Gu from Cartesia

FromNo Priors: Artificial Intelligence | Technology | Startups


State Space Models and Real-time Intelligence with Karan Goel and Albert Gu from Cartesia

FromNo Priors: Artificial Intelligence | Technology | Startups

ratings:
Length:
34 minutes
Released:
Jun 27, 2024
Format:
Podcast episode

Description

This week on No Priors, Sarah Guo and Elad Gil sit down with Karan Goel and Albert Gu from Cartesia. Karan and Albert first met as Stanford AI Lab PhDs, where their lab invented Space Models or SSMs, a fundamental new primitive for training large-scale foundation models. In 2023, they Founded Cartesia to build real-time intelligence for every device. One year later, Cartesia released Sonic which generates high quality and lifelike speech with a model latency of 135ms—the fastest for a model of this class.

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Show Notes: 
(0:00) Introduction
(0:28) Use Cases for Cartesia and Sonic 
(1:32) Karan Goel & Albert Gu’s professional backgrounds
(5:06) Steady State Models (SSMs) versus Transformer Based Architectures 
(11:51) Domain Applications for Hybrid Approaches 
(13:10) Text to Speech and Voice
(17:29) Data, Size of Models and Efficiency 
(20:34) Recent Launch of Text to Speech Product
(25:01) Multimodality & Building Blocks
(25:54) What’s Next at Cartesia? 
(28:28) Latency in Text to Speech
(29:30) Choosing Research Problems Based on Aesthetic 
(31:23) Product Demo
(32:48) Cartesia Team & Hiring
Released:
Jun 27, 2024
Format:
Podcast episode

Titles in the series (71)

At this moment of inflection in technology, co-hosts Elad Gil and Sarah Guo talk to the world's leading AI engineers, researchers and founders about the biggest questions: How far away is AGI? What markets are at risk for disruption? How will commerce, culture, and society change? What’s happening in state-of-the-art in research? “No Priors” is your guide to the AI revolution. Email feedback to show@no-priors.com. Sarah Guo is a startup investor and the founder of Conviction, an investment firm purpose-built to serve intelligent software, or "Software 3.0" companies. She spent nearly a decade incubating and investing at venture firm Greylock Partners. Elad Gil is a serial entrepreneur and a startup investor. He was co-founder of Color Health, Mixer Labs (which was acquired by Twitter). He has invested in over 40 companies now worth $1B or more each, and is also author of the High Growth Handbook.