Delivering Neural Speech Services at Scale with Li Jiang - #522

Delivering Neural Speech Services at Scale with Li Jiang - #522

Today we’re joined by Li Jiang, a distinguished engineer at Microsoft working on Azure Speech. In our conversation with Li, we discuss his journey across 27 years at Microsoft, where he’s worked on, among other things, audio and speech recognition technologies. We explore his thoughts on the advancements in speech recognition over the past few years, the challenges, and advantages, of using either end-to-end or hybrid models. We also discuss the trade-offs between delivering accuracy or quality and the kind of runtime characteristics that you require as a service provider, in the context of engineering and delivering a service at the scale of Azure Speech. Finally, we walk through the data collection process for customizing a voice for TTS, what languages are currently supported, managing the responsibilities of threats like deep fakes, the future for services like these, and much more! The complete show notes for this episode can be found at twimlai.com/go/522.

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Social Intelligence with Blaise Aguera y Arcas - #340

Social Intelligence with Blaise Aguera y Arcas - #340

Today we’re joined by Blaise Aguera y Arcas, a distinguished scientist at Google. We had the pleasure of catching up with Blaise at NeurIPS last month, where he was invited to speak on “Social Intelli...

20 Jan 202047min

Music & AI Plus a Geometric Perspective on Reinforcement Learning with Pablo Samuel Castro - #339

Music & AI Plus a Geometric Perspective on Reinforcement Learning with Pablo Samuel Castro - #339

Today we’re joined by Pablo Samuel Castro, Staff Research Software Developer at Google. We cover a lot of ground in our conversation, including his love for music, and how that has guided his work on ...

16 Jan 202044min

Trends in Computer Vision with Amir Zamir - #338

Trends in Computer Vision with Amir Zamir - #338

Today we close out AI Rewind 2019 joined by Amir Zamir, who recently began his tenure as an Assistant Professor of Computer Science at the Swiss Federal Institute of Technology. Amir joined us back in...

13 Jan 20201h 37min

Trends in Natural Language Processing with Nasrin Mostafazadeh - #337

Trends in Natural Language Processing with Nasrin Mostafazadeh - #337

Today we continue the AI Rewind 2019 joined by friend-of-the-show Nasrin Mostafazadeh, Senior AI Research Scientist at Elemental Cognition. We caught up with Nasrin to discuss the latest and greatest ...

9 Jan 20201h 12min

Trends in Fairness and AI Ethics with Timnit Gebru - #336

Trends in Fairness and AI Ethics with Timnit Gebru - #336

Today we keep the 2019 AI Rewind series rolling with friend-of-the-show Timnit Gebru, a research scientist on the Ethical AI team at Google. A few weeks ago at NeurIPS, Timnit joined us to discuss the...

6 Jan 202049min

Trends in Reinforcement Learning with Chelsea Finn - #335

Trends in Reinforcement Learning with Chelsea Finn - #335

Today we continue to review the year that was 2019 via our AI Rewind series, and do so with friend of the show Chelsea Finn, Assistant Professor in the CS Department at Stanford University. Chelsea’s ...

2 Jan 20201h 8min

Trends in Machine Learning & Deep Learning with Zack Lipton - #334

Trends in Machine Learning & Deep Learning with Zack Lipton - #334

Today we kick off our 2019 AI Rewind Series joined by Zack Lipton, Professor at CMU. You might remember Zack from our conversation earlier this year, “Fairwashing” and the Folly of ML Solutionism. In...

30 Dec 20191h 19min

FaciesNet & Machine Learning Applications in Energy with Mohamed Sidahmed - #333

FaciesNet & Machine Learning Applications in Energy with Mohamed Sidahmed - #333

Today we close out our 2019 NeurIPS series with Mohamed Sidahmed, Machine Learning and Artificial Intelligence R&D Manager at Shell. In our conversation, we discuss two papers Mohamed and his team sub...

27 Dec 201939min

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