karolpiczak

Karol J. Piczak's repositories

ESC-50: Dataset for Environmental Sound Classification

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EARS: Environmental Audio Recognition System

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ESC: Dataset for Environmental Sound Classification - paper replication data

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Environmental Sound Classification with Convolutional Neural Networks - paper replication data

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The details that matter: Frequency resolution of spectrograms in acoustic scene classification - paper replication data

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ESC: Dataset for Environmental Sound Classification

Convolutional neural networks for sound classification

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Bird Audio Detection challenge submission using an ensemble of convolutional neural networks

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Dockerized machine learning environment with Python 3.5/Jupyter Notebook/CUDA 8.0 support

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PyTorch Lightning experiment template

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[WiP] PyTorch experiment runner

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Modified Docker image of the Omada Controller

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