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David Hockaday's Projects

sigsep-mus-db icon sigsep-mus-db

Python parser and tools for MUSDB18 Music Separation Dataset

simpac-2022-270 icon simpac-2022-270

A Python module for finding the prototype in large sets of time series

sincnet icon sincnet

SincNet is a neural architecture for efficiently processing raw audio samples.

sindy-pi icon sindy-pi

SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics

skorch icon skorch

A scikit-learn compatible neural network library that wraps PyTorch

sktime icon sktime

A unified framework for machine learning with time series

smartplaylist-backend icon smartplaylist-backend

Build smart playlists, based on tracks' audio analysis, and other parameters. Filter newest tracks, that go together well in a DJ set.

smoothg icon smoothg

Mixed graph Laplacian upscaling and solvers

sms-tools icon sms-tools

Sound analysis/synthesis tools for music applications

song-recognition icon song-recognition

Full-stack song recognition application with audio fingerprinting and hum to search (QbSH) modules

songdjing icon songdjing

An algorithm implemented for a smooth flow of two songs (research paper http://ismir2009.ismir.net/proceedings/PS1-14.pdf )

sonnet icon sonnet

TensorFlow-based neural network library

spafe icon spafe

:sound: spafe: Simplified Python Audio Features Extraction

sparse_attention icon sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

spectromap icon spectromap

SpectroMap is a peak detection algorithm that computes the constellation map for a given signal

spham icon spham

[ICLR 2022] Huber Additive Models for Non-stationary Time Series Analysis

spleeter icon spleeter

Deezer source separation library including pretrained models.

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