KrispNet – Voice Playback with Deep Learning

KrispNet – Voice Playback with Deep Learning

Artificial Bandwidth Expansion (we call it HD Voice Playback) refers to the idea of upsampling a lowband audio to wideband audio in a way that it improves voice quality. If the Conferencing Service enriched lowband audio (8kHz) before sending to Laptop users they would hear higher quality audio (16kHz) instead of a voice coming from tunnel. original lowband – 8kHz lowband audio from a regular call

ffmpeg wideband – 8kHz lowband audio converted to 16kHz via

krispNet wideband – 8kHz lowband audio converted to 16kHz via krispNet (2Hz) You can’t hear the difference in audio samples on a Mobile browser since it downsamples audio before playing it.

Source: 2hz.ai

Maintainable ETL Practices at Stitchfix

Maintainable ETL Practices at Stitchfix

While our Algorithms group does have a large, amazing team of data platform engineers, they do not and will not write ETLs to support the work of data scientists. If we break this large, single query into multiple queries and write the results of each stage separately, we make this pipeline more maintainable. This last example leads to one of the greatest benefits of splitting this query into separate stages: We can reuse our queries and our data to support different use cases.

Source: multithreaded.stitchfix.com

Researchers strapped video cameras on cats and let them do their thing

Researchers strapped video cameras on cats and let them do their thing

In a study published this month in , the behavioral ecologist at the University of Derby in the United Kingdom placed small cameras on 16 cats and followed them for up to 4 years as they prowled their neighborhoods. A: A couple of other studies had put cameras on cats, but they tended to only look at one thing: how often cats cross roads, for example, or how many animals they kill. If we find that cats seem more bored or stressed out when kept indoors—for example, by pacing, like some animals do at the zoo—that means we need to think more about enriching their indoor lives, or giving them some outside time.

Source: www.sciencemag.org

Tips for Writing a Technical Book

Tips for Writing a Technical Book

Even if you’re a subject matter expert with an outline in hand, there are a lot of unknowns: the time it takes to do research; the time it takes to come up with good examples; the time it takes to derive reference implementations; the number of times you delete and re-write sections to get them right; the overhead of coordinating contributors, and so on. While O’Reilly provided good technical editors, I had to seek out subject matter experts myself and convince them to look at my manuscript. Of course, that’s a giant ask that comes with a significant time commitment and little pay-off (O’Reilly can front technical editors a few hundred bucks as a thank you, which can feel inadequate for the 10+ hours an editor might spend editing your manuscript).

Source: performancejs.com

The Supreme Court Just Made It Easier for Police to Arrest You for Filming Them

The Supreme Court Just Made It Easier for Police to Arrest You for Filming Them

In Nieves v. Bartlett, a divided court ruled that individuals can’t sue police officers for retaliatory arrest if those officers had probable cause to arrest them for any crime, no matter how minor—and that’s true even if the real reason for the arrest was speech the officers didn’t like. The Nieves decision takes a red pen to the statute Congress wrote, based on some justices’ fear that police actions taken “during a legitimate arrest could land an officer in years of litigation.” Crucially, since a 1971 case found a right to sue federal officials for constitutional violations, the Roberts court has been chipping away at the ability to seek damages from federal officers.

Source: slate.com

US demands social media details from visa applicants

US demands social media details from visa applicants

Image copyright
PA

Image caption

Visa applicants will have to provide all their social media usernames

Nearly all applicants for US visas will have to submit their social media details under newly adopted rules. The State Department regulations say people will have to submit social media names and five years’ worth of email addresses and phone numbers. Media playback is unsupported on your device

Media captionPresident Trump proposed a new US immigration system in May
The Trump administration first proposed the rules in March 2018.

Source: www.bbc.co.uk

Discrete Mathematics and Functional Programming (2016)

Discrete Mathematics and Functional Programming (2016)

This site provides information about and supplemental material for Thomas VanDrunen, Discrete Mathematics and Functional Programming August 2012 by Franklin, Beedle and Associates. I’m posting the work-in-progress here:

For information on reviewing this book or related matters, contact Tom Sumner at Franklin, Beedle. For feedback on the text, errata reporting, etc, contact Thomas VanDrunen.

Source: cs.wheaton.edu

The XY Problem (2014)

The XY Problem (2014)

There’s no guarantee that every filename will have a three-letter extension,

so blindly grabbing three characters does not solve the problem. Obama: Look in the sourcecode for nmap, find how it figures out the Linux part, then rewrite your TCP/IP stack to not operate in a way nmap can detect. Obama: Well, nmap’s fingerprint is based on the way the TCP/IP stack works, there’s no real way except to rewrite the appropriate parts of said stack.

Source: xyproblem.info

Lack of leadership in open source results in source-available licenses

Lack of leadership in open source results in source-available licenses

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Amazon’s behavior toward open source combined with lack of leadership from industry associations such as the Open Source Initiative (OSI) will stifle open-source innovation and make commercial open source less viable. Source-available licenses

Is it inevitable that the combination of Amazon’s behavior and this lack of industry leadership will stifle open-source innovation and make commercial open source less viable? The trend is toward “source-available” licensing rather than “open-source” licensing because source-available licenses, uncontaminated by the myopia of open source industry associations, do not require that Amazon have the “freedom” to take your code, run it as a commercial service and give nothing back to you.

Source: techcrunch.com

Cameras Came to the Newsroom

Cameras Came to the Newsroom

Surely it was only a matter of time until Phish Reunion Tour tickets hit the printer tray — and management would pounce. It came just weeks after our Opinion section began an ambitious series of stories on the growing threat to privacy in the digital age. Maybe the folks in Opinion wanted to chronicle how people would react to the introduction of workplace surveillance in real time.

Source: www.nytimes.com