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Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
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Voice-to-Voice Foundation Models
Manage episode 447645838 series 3370867
Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Alan Cowen is the cofounder and CEO of Hume, a company building voice-to-voice foundation models. They recently raised their $50M Series B from Union Square Ventures, Nat Friedman, Daniel Gross, and others.
Alan's favorite book: 1984 (Author: George Orwell)
(00:01) Introduction
(00:06) Defining Voice-to-Voice Foundation Models
(01:26) Historical Context: Handling Voice and Speech Understanding
(03:54) Emotion Detection in Voice AI Models
(04:33) Training Models to Recognize Human Emotion in Speech
(07:19) Cultural Variations in Emotional Expressions
(09:00) Semantic Space Theory in Emotion Recognition
(12:11) Limitations of Basic Emotion Categories
(15:50) Recognizing Blended Emotional States
(20:15) Objectivity in Emotion Science
(24:37) Practical Aspects of Deploying Voice AI Systems
(28:17) Real-Time System Constraints and Latency
(31:30) Advancements in Voice AI Models
(32:54) Rapid-Fire Round
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
171 episodes
Share
Manage episode 447645838 series 3370867
Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.
Alan Cowen is the cofounder and CEO of Hume, a company building voice-to-voice foundation models. They recently raised their $50M Series B from Union Square Ventures, Nat Friedman, Daniel Gross, and others.
Alan's favorite book: 1984 (Author: George Orwell)
(00:01) Introduction
(00:06) Defining Voice-to-Voice Foundation Models
(01:26) Historical Context: Handling Voice and Speech Understanding
(03:54) Emotion Detection in Voice AI Models
(04:33) Training Models to Recognize Human Emotion in Speech
(07:19) Cultural Variations in Emotional Expressions
(09:00) Semantic Space Theory in Emotion Recognition
(12:11) Limitations of Basic Emotion Categories
(15:50) Recognizing Blended Emotional States
(20:15) Objectivity in Emotion Science
(24:37) Practical Aspects of Deploying Voice AI Systems
(28:17) Real-Time System Constraints and Latency
(31:30) Advancements in Voice AI Models
(32:54) Rapid-Fire Round
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
171 episodes
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Similar to Infinite Curiosity Pod with Prateek Joshi
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