Jukebox Diffusion
<p>It hit me with a sickening severity one night. While I stood staring down at a sink full of unwashed dishes, a feeling of nausea overwhelmed me. I had spent the day chasing down a single elusive error in a new credit scoring model. My eyes were bloodshot; my thoughts were static. It was my job. As a Data Scientist for a finance startup touting a global presence and a moral conscience, almost every day was a Hail Mary at trying to feel useful in an apathetic world.</p>
<p>That's why weeks later, when I connected my first patch cable to a Make Noise MATHS module, my world suddenly blossomed into thousands of splintering possibilities. This is modular synthesis I’m talking about, and it redefined my reality. A couple of VCOs and a filter later, I was plugged into an unfamiliar realm of dissonance. It was thrilling, like charting new territory, where churning clouds of sound obscured limits.</p>
<p>This all led to January of this year, when I plunged my life into more obscurity by quitting my job to pursue independent AI music research. Inspired by the rise of generative algorithms for text and images in 2022, I longed for a realignment in my work/life direction.</p>
<p>Armed with ArXiv research papers, some experience with autoencoders, and a hunger for understanding the AI tools that create sound, I began my journey into the captivating realm of generative audio.</p>
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