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How to extract intelligence from speech data with AI
Manage episode 424277027 series 3370867
Krish Ramineni is the cofounder and CEO of Fireflies, an AI meeting assistant that takes notes, transcribes, and analyzes all your meetings. It's used across 300,000 organizations around the world with 70% of the Fortune 500 companies using it. He was previously the cofounder of Rumblii and was at Microsoft working on customer voice analytics.
Krish's favorite book: Genghis Khan and the Making of the Modern World (Author: Jack Weatherford)
(00:04) Introduction
(00:11) State of Play in Voice AI Today
(01:26) User Perception Shift in Voice AI
(01:59) Evolution of Speech to Text Technology
(04:05) Extracting Intelligence from Audio Files
(07:22) Impact of New Technology on Semantic Parsing
(12:46) Modern Capabilities and Gaps in Intent Recognition
(17:23) Advances in Speech Generation and Processing
(20:58) Role of Reinforcement Learning in Voice AI
(24:05) Handling Low Resource Languages with Transfer Learning
(28:32) Lessons from Building and Shipping Voice AI Products
(35:10) Rapid Fire Round
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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
152 episodes
Manage episode 424277027 series 3370867
Krish Ramineni is the cofounder and CEO of Fireflies, an AI meeting assistant that takes notes, transcribes, and analyzes all your meetings. It's used across 300,000 organizations around the world with 70% of the Fortune 500 companies using it. He was previously the cofounder of Rumblii and was at Microsoft working on customer voice analytics.
Krish's favorite book: Genghis Khan and the Making of the Modern World (Author: Jack Weatherford)
(00:04) Introduction
(00:11) State of Play in Voice AI Today
(01:26) User Perception Shift in Voice AI
(01:59) Evolution of Speech to Text Technology
(04:05) Extracting Intelligence from Audio Files
(07:22) Impact of New Technology on Semantic Parsing
(12:46) Modern Capabilities and Gaps in Intent Recognition
(17:23) Advances in Speech Generation and Processing
(20:58) Role of Reinforcement Learning in Voice AI
(24:05) Handling Low Resource Languages with Transfer Learning
(28:32) Lessons from Building and Shipping Voice AI Products
(35:10) 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
152 episodes
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