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akkurowski's Projects

akurowski---fdtd-based-acoustic-diffuser-design-toolkit

A set of scripts used in my PhD dissertation. It allows to design Schroeder acoustic diffusers with the use of deep reinforcement learning, genetic algorithms, and random design process. The design process employing reinforcement learning and genetic algorithms is driven by a coupled physical simulation of acoustic waves propagation.

am-softmax-tf2.0-implementation

My custom implementation of the AM-Softmax algorithm for TensorFlow 2.0. It is focussed on performing the deep metric learning process for acoustic (music-related) data.

musitrans

A one hobbyists project for automatic music transcription. It is simple, but may serve as a crude music transcription tool or be used for educational/teaching purposes.

pseudoseech-vad-test-signal-generator

A script for synthesis of a speech-like signal. The main componen of the signal is a STI-PA signal which is modulated by an envelope generator. The envelope is obtained in such a way, that states of "speech" and "silence" are known and available as labels.

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