Davin Browner's starred repositories

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diffusion_models

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

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RTNeural

Real-time neural network inferencing

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thunder-speech

A Hackable speech recognition library.

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pynn_genn

PyNN interface to GeNN

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litex

Build your hardware, easily!

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genn

GeNN is a GPU-enhanced Neuronal Network simulation environment based on code generation for Nvidia CUDA.

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ReckOn

ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.

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audio-diffusion

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

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CDiffuSE

Conditional Diffusion Probabilistic Model for Speech Enhancement

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text-to-sound-synthesis-demo

This is a demo webpage for our paper 'text-to-sound synthesis'

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PyNNExamples

Examples for PyNN 0.9 (and 0.8)

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nbdev

Create delightful software with Jupyter Notebooks

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awesome-python-scientific-audio

Curated list of python software and packages related to scientific research in audio

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Parselmouth-Guides

These are Jupyter Notebooks to help guide people to learn how to use Praat-Parselmouth

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Parselmouth

Praat in Python, the Pythonic way

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pydub

Manipulate audio with a simple and easy high level interface

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python-soundfile

SoundFile is an audio library based on libsndfile, CFFI, and NumPy

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pyaudio

http://people.csail.mit.edu/hubert/pyaudio/

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sc3

SuperCollider library for Python https://sc3.readthedocs.io

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auryn

Auryn: A fast simulator for spiking neural networks with synaptic plasticity

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LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

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aeiou

(ML) audio engineering i/o utils

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SpykeTorch

High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.

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mldsp-papers

Collection of papers related to neural nets/machine learning for audio DSP.

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Circuit-Python-ML

This project is to provide the tools for ML on a circuit python device. It makes use of the ulab numpy function, but fills in some of the lacking functionality.

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