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David Hockaday's Projects

umap icon umap

Uniform Manifold Approximation and Projection

umss icon umss

Unsupervised Audio Source Separation Using Differentiable Parametric Source Models

unilm icon unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

v-petl icon v-petl

Towards a Unified View on Visual Parameter-Efficient Transfer Learning

variational-timbre icon variational-timbre

Generative timbre spaces by perceptually regularizing variational auto-encoders

vars icon vars

Vector autoregression (VAR)

vdvae icon vdvae

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"

vectorhub icon vectorhub

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

viz icon viz

Easy visualization and evaluation of matrix and tensor factorization models

vmdpy icon vmdpy

Variational mode decomposition (VMD) in Python

vqcpc-bach icon vqcpc-bach

Vector Quantized Contrastive Predictive Coding for Template-based Music Generation

vqgan-clip icon vqgan-clip

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.

waffl icon waffl

Waveform Audio Fundamental Frequency Learner. A novel ML model for pitch estimation.

wavae icon wavae

Realtime Variational Autoencoder built on top of libtorch and PureData

wavebeat icon wavebeat

End-to-end beat and downbeat tracking in the time domain.

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