In this episode of MLOps Live, Sabine and Stephen speak with Jason Flaks, Co-founder and CTO at Xembly. Jason gives insight into deploying conversational AI products in production environments. He shares his background in music composition, Math, and Science before transitioning into software engineering. They discuss the two-stage pipeline of speech recognition systems, with Jason explaining conversational AI as building technology and products that are capable of interacting with humans in an unbounded conversational domain space. They go on to examine the complexities involved in deploying conversational AI products, such as describing the space in a way that machines can easily identify it and implementing such items with any necessary nuances or requirements. Jason elaborates on their stack of models for enabling speech-to-text conversion and for identifying distinct speakers in a given conversation.
In this episode of MLOps Live, Sabine and Stephen speak with Jason Flaks, Co-founder and CTO at Xembly. Jason gives insight into deploying conversational AI products in production environments. He shares his background in music composition, Math, and Science before transitioning into software engineering. They discuss the two-stage pipeline of speech recognition systems, with Jason explaining conversational AI as building technology and products that are capable of interacting with humans in an unbounded conversational domain space. They go on to examine the complexities involved in deploying conversational AI products, such as describing the space in a way that machines can easily identify it and implementing such items with any necessary nuances or requirements. Jason elaborates on their stack of models for enabling speech-to-text conversion and for identifying distinct speakers in a given conversation.
Subscribe to our
YouTube channel to watch this episode!Learn more about Jason Flaks:
Episode Resources:
If you enjoyed this episode then please either:
Previous guests include: Andy McMahon of NatWest Group, Jacopo Tagliabue of Coveo, Adam Sroka of Origami, Amber Roberts of Arize AI, Michal Tadeusiak of
deepsense.ai, Danny Leybzon of WhyLabs, Kyle Morris of Banana ML, Federico Bianchi of Università Bocconi, Mateusz Opala of Brainly, Kuba Cieslik of
tuul.ai, Adam Becker of
Telepath.io and Fernando Rejon & Jakub Zavrel of Zeta Alpha Vector. Check out our three most downloaded episodes:
MLOps Live is handcrafted by our friends over at:
fame.so