JohnVinyard
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GuitarSet: a dataset for guitar transcription
This project is not under active development. Hybrid waveguide and raytracer for room acoustics on the GPU
DCT (discrete cosine transform) functions for pytorch
Pytorch framework for doing deep learning on point clouds.
LEAF is a learnable alternative to audio features such as mel-filterbanks, that can be initialized as an approximation of mel-filterbanks, and then be trained for the task at hand, while using a ve…
GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis
MelGAN vocoder (compatible with NVIDIA/tacotron2)
Implementation of Differentiable Digital Signal Processing (DDSP) in Pytorch
Set of extensions and utilities for running Falcon APIs on AWS Lambda
NumPy Python Library for AWS Lambda
Onset data set which can be used to tune/evaluate onset detection algorithms.
TiFGAN: Time Frequency Generative Adversarial Networks
Wavelet scattering transforms in Python with GPU acceleration
Advanced data structures for handling temporal segments with attached labels.
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Curated list of python software and packages related to scientific research in audio
Style Transfer as Optimal Transport
SincNet is a neural architecture for efficiently processing raw audio samples.
SoundFile is an audio library based on libsndfile, CFFI, and NumPy