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SkillsCast

Swift as a Coursing River: Generate a Song with Hidden Markov Models in Swift

21st March 2019 in London at CodeNode

There are 26 other SkillsCasts available from iOSCon 2019 - The conference for iOS and Swift Developers

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Hidden Markov Models are commonly-used statistic models for sequential data often used in topics like speech recognition. Music has been composed through algorithms for a long time and recently with the improvement of deep learning methods, algorithms and models are now being used more and more to generate art. This talk will explore the usage of Hidden Markov Models with Swift in composing music, particularly Disney-like music. Various Hidden Markov Models will be trained on Disney music pieces and you will together with Lizzie consider the models’ ability to create new pieces that sound like they're from Disney.

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Swift as a Coursing River: Generate a Song with Hidden Markov Models in Swift

Lizzie Siegle

Lizzie is a San Francisco-based developer evangelist with Twilio and recent graduate of Bryn Mawr College in computer science. Besides iOS development with Swift, she enjoys reading, running, ping pong, and tennis.

SkillsCast

Please log in to watch this conference skillscast.

769731611 640x360

Hidden Markov Models are commonly-used statistic models for sequential data often used in topics like speech recognition. Music has been composed through algorithms for a long time and recently with the improvement of deep learning methods, algorithms and models are now being used more and more to generate art. This talk will explore the usage of Hidden Markov Models with Swift in composing music, particularly Disney-like music. Various Hidden Markov Models will be trained on Disney music pieces and you will together with Lizzie consider the models’ ability to create new pieces that sound like they're from Disney.

YOU MAY ALSO LIKE:

Thanks to our sponsors

About the Speaker

Swift as a Coursing River: Generate a Song with Hidden Markov Models in Swift

Lizzie Siegle

Lizzie is a San Francisco-based developer evangelist with Twilio and recent graduate of Bryn Mawr College in computer science. Besides iOS development with Swift, she enjoys reading, running, ping pong, and tennis.

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