Episodes
Code[ish] • Tuesday, December 1st 2020
Julián Duque is a Lead Developer Advocate at Salesforce and Heroku, and he's continuing a previous discussion with some members of Respeecher. Respeecher has created AI software which works within the speech-to-speech domain: it takes one voice and makes it sound exactly like another. Dmytro Bielievtsov, its CTO and co-founder, explains the practical uses of the software, such as re=recording the lines of an actor who is unavailable, or bringing historical figures to life in a museum.
In terms of sophistication, there are quite a few speech ML models already available on the Internet. The best source of audio to duplicate the speech patterns of a famous person is to grab an audiobook...
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Deeply Technical
deepfakes
synthesized media
GAN
machine learning
Code[ish] • Tuesday, November 24th 2020
Julián Duque is a Lead Developer Advocate at Salesforce and Heroku. He's joined by Alex Serdiuk, the CEO of Respeecher. Respeecher has created AI software which works within the speech-to-speech domain: it takes one voice and makes it sound exactly like another. Alex rejects the premise that all deep fakes--that is, pictures and videos generated by AI--are inherently evil. He considers tools like CGI and Photoshop to fall within the realm of synthesized media, which helps artists create content. He positions Respeecher within that same mileu.
Respeecher has been working with Hollywood studios for some time. It removes pressure from actors who are unable to rerecord lines. It's...
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DevLife
deep fakes
content creators
AI
synthetic media
audio processing
Code[ish] • Thursday, November 19th 2020
Jacob Silzer, Trusted Security Director at Heroku, is co-hosting this episode with Trey Ford, VP of Platform, Trust, and Strategy at Salesforce. They're sitting down with Tim Panagos, CTO of Microshare. Microshare began as a platform to aggregate wireless sensor data from IoT devices. Much of their use cases were for smart offices; for example, seeing how occupied a conference room was, whether a hot desk was open, and when a particular area had been cleaned. For hospitals, their platform monitored physical equipment, such as patient beds and medicine carts. These devices ran on a LoRaWAN network, which doesn't communicate through Wi-Fi, making it ideal for secure locations.
Then,...
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Tools and Tips
healthcare
IoT
Internet of Things
data insights
blockchain
compliance
Code[ish] • Tuesday, November 17th 2020
Greg Nokes, a Master Technical Architect with Heroku, interviews two members of Yobota, a banking systems provider: Ammar Akhtar, its CEO and co-founder, and James Maidment, the head of Technical Operations. The financial industry is heavily regulated. As it stands, it was only until about 2016 that the UK (where Yobota is based) gave favorable guidance for vendors to operate in the cloud. As a service provider, the banks that use Yobota are audited by the Financial Conduct Authority. As part of that audit, every single deployment performed over a year is examined. Regulators select a random set of them, and Yobota has to demonstrate that they know who was involved in the release, and...
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Heroku in the Wild
fintech
e-commerce
resilience
scalability
regulated industries
PaaS
automation
metrics
performance
compliance
Code[ish] • Thursday, November 12th 2020
Corey Martin values storytelling. It's just one way developers can share their experiences in order for others to take lessons. To that end, this episode takes a close look at production issues from two different applications to examine what went wrong and how it was fixed.
Meg Viar is a Senior Software Developer at Nomadic Learning, an e-learning platform. One day, they noticed that, for a certain group of users, a column of information in their database row was nulled. It didn't look like any user--either internally or externally--intentionally changed these values, and there hadn't been any new code deployed in days. The only clue was that the data was all changed at the...
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Tools and Tips
Python
postmortems
SQL
monitoring
code reviews
performance