Diego Bonato's starred repositories

awesome-deep-learning-music

List of articles related to deep learning applied to music

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fma

FMA: A Dataset For Music Analysis

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PYNQ

Python Productivity for ZYNQ

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brevitas

Brevitas: neural network quantization in PyTorch

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PrimerToolsUnity

Tool used for producing Primer YouTube videos

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digilent-xdc

A collection of Master XDC files for Digilent FPGA and Zynq boards.

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FBPINNs

Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)

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hls4ml-tutorial

Tutorial notebooks for hls4ml

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NeuralSeed

Neural networks for guitar amp/pedal emulation on Daisy Seed

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harmonic-oscillator-pinn-workshop

Introductory workshop on PINNs using the harmonic oscillator

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mlinmax

ML for sound generation and processing in Cycling '74's Max programming language

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tiny_results_v0.7

This repository contains the results and code for the MLPerf™ Tiny Inference v0.7 benchmark.

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HGQ

High Granularity Quantizarion for Ultra-Fast Machine Learning Applications on FPGAs

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PYNQ_Z2-Audio

Audio streaming architecture for the PYNQ-Z2 board

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DL_MusicGenreClassification_Project

Final project of the course "Neural Network And Deep Learning" of "Physics of Data" MSc @ UniPD.

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Gravitational-Waves-Inference

Project aims to characterize a simulated GW signal over real detector noise

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Deep_Learning_HDA

Speech recognition using CNN, autoencoder followed by SVM and Shallow Inception

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