MLMeng Lininmenglinmaker.hashnode.dev·Oct 9, 2023 · 3 min readReconnecting websockets on AWSAWS API Gateway supports websockets. Unfortunately, their service does not provide the ability to persist connection data and reconnect on flaky internet sessions. Nor could I find any example projects with those features. In this article, I will exp...00
MLMeng Lininmenglinmaker.hashnode.dev·Oct 9, 2023 · 5 min readFast piano transcription on AWS -Part 2Previously, I tested a few architectures for music transcription. I concluded that separating the preprocessing, inferencing and postprocessing steps for parallel processing is crucial to improving model speed — refer to the architecture below: In t...00
MLMeng Lininmenglinmaker.hashnode.dev·Oct 9, 2023 · 3 min readFast piano transcription on AWS -Part 1"The best way to learn jazz is to listen to it.”— Oscar Peterson Sometimes I marvel at beautiful music, wondering how to reproduce it. This process is called “Playing by Ear” or “Transcription”. Just as a child learns to speak by listening first, mu...00
