here's how "adaptive intelligence" makes the difference between standing out in a brutally competitive market -- or not.

Bambu Tech’s AWSM Ai Audio® is the first audio processing technology of its kind to use “adaptive intelligence.” Adaptive intelligence” is a recognized branch of computing, a concept that hails from the growing stores of data connected to online applications and cloud computing.  

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It calls for using software to apply domain knowledge to big and constantly changing datasets. Some companies are using adaptive intelligence for their transaction-based applications  to enhance business decision-making. Others are using it to provide better ways to see, seek, and share patient information derived from from the gigantic files for medical imaging.

Sound is a complex, dynamic physical phenomenon. The component waves of rich sound – even the single syllable of a human voice – consists of individual vibrations that mix in complex dance of air molecules. As they do, they combine and affect each other. They are absorbed and deflected by their physical surrounding.

Digital audio files and streams capture all this complexity. As such, they represent a similarly “dynamic” dataset, replicating sound at thousands of “samples” per second. As such it's dynamically changing data over time.

Especially with the widespread and burgeoning use of mobile devices, compression has become a necessary evil. It's necessary for consumers to conveniently access music, multimedia, voice, voice messaging, and more. It's the devil's bargain because digital audio compression removes sound harmonics and adds artifacts, anomalies, and distortions. It wrings the life out of audio.

AWSW Ai Audio® is literally the smartest way to empower your product or service. Its IQ gives you the power to deliver better audio even when it comes to third-party content you don't control.

Over time, many technologies have emerged to improve the quality of compressed digital audio. But they all suffer from the same shortcoming: They treat an audio file or stream as a “stationary” dataset, addressing every byte in an audio file as if they were all the same. As a result, they are unable to sufficiently address compression's ill effects.

By contrast, Ai Audio® is smart and responsive. As a audio file plays, AWSM Ai Audio software processes it sample-by-sample. With each sample, it analyzes a sample to learn what harmonics have been removed and what "garbage" has been added by compression. It then goes on to anticipate the changes that need to be made on each individual ensuing sample, learning more and anticipating again. 

It relies on wave-shaping and physical modeling to adapt to the dynamic millisecond-to-millisecond changes, details, and harmonics of sound—processing them sample-by-sample as they are, or will, affect each each other as the audio file plays.

It treats digital audio to reflect its origins in the physical world, with all its intricacies, complexities, and inter-dependencies.

With it, audio becomes clearer, crisper, and more lifelike.


Universal

AWSM has been engineered to work with any standard, device, or operating system.

Custom

AWSM can be configured to provide "your sound" to your specifications.

Dynamic

AWSM doesn't treat a soundwave as a single block. Instead, it processes the componenets of soundwaves individually -- in real time.