🐒🎢 Ah, the age-old #debate of #resampling audio: a riveting tale of 3.9 kHz that nobody asked for. Kevin Boone bravely ventures where no one has gone before, exploring the thrilling world of #sampling #rates and #DACs on your handheld device. Spoiler: it’s as exciting as watching paint dry, but with more numbers. πŸ“‰πŸ”Š
https://kevinboone.me/sample48.html #audio #tech #HackerNews #ngated
Kevin Boone: How problematic is resampling audio from 44.1 to 48 kHz?

Audio CDs were recorded using a 44.1 kHz sample rate that is found almost nowhere else. If we have to resample this audio to suit more modern equipment, how much loss of audio quality will there be?

How problematic is resampling audio from 44.1 to 48 kHz?

https://kevinboone.me/sample48.html

#HackerNews #resampling #audio #audioquality #44100 #48000 #technews #soundengineering

Kevin Boone: How problematic is resampling audio from 44.1 to 48 kHz?

Audio CDs were recorded using a 44.1 kHz sample rate that is found almost nowhere else. If we have to resample this audio to suit more modern equipment, how much loss of audio quality will there be?

Resampler optimized for audio - by hasenbanck:

https://github.com/hasenbanck/resampler

I'm using rubato for my #SpeechToText system, but this looks like a neat alternative!  

#Rust #RustLang #DSP #Audio #Resampling

GitHub - hasenbanck/resampler: Resampler optimized for audio

Resampler optimized for audio. Contribute to hasenbanck/resampler development by creating an account on GitHub.

GitHub

Stepping away from Bitwig for a moment and
importing a track into a different sampler/musical environment really helps for finding inspiration and different paths to take.

https://youtu.be/oZskg6ory2g

#sampling #resampling #selfsampling #koala #koalasampler #beats

finding inspiration with Koala Sampler #koala #sampler #koalasampler #sounddesign

YouTube
GIS-Wissen: Resampling | #geoObserver

#statstab #293 The Bayesian Bootstrap

Thoughts: I need to think more on where bootstrapping makes sense in a bayesian setting. But here's a tutorial.

#stats #bayesian #bayes #bootstrap #resampling

https://towardsdatascience.com/the-bayesian-bootstrap-6ca4a1d45148/

The Bayesian Bootstrap | Towards Data Science

A short guide to a simple and powerful extension of the bootstrap

Towards Data Science

'Scalable Resampling in Massive Generalized Linear Models via Subsampled Residual Bootstrap', by Indrila Ganguly, Srijan Sengupta, Sujit Ghosh.

http://jmlr.org/papers/v25/23-0916.html

#bootstrap #subsampled #resampling

Scalable Resampling in Massive Generalized Linear Models via Subsampled Residual Bootstrap

What J.R. Hartley did next

#YellowPages
#Flatbeat
#Resampling

Replaced the super-stupid "nearest neighbor" with some still pretty naive averaging, and yes, that's slightly better, but I guess I won't be happy with that ...

probably time to dig deeper into "good" #scaling (#resampling) algorithms

RT @[email protected] Raymond Hettinger

Python tip: The examples in the random module provide a nice introduction to many useful techniques: bootstrapping, resampling statistics, simulations, and modeling.

For mastery, don't miss the Jake Vanderplas video and Peter Norvig's notebooks.

https://docs.python.org/3/library/random.html#examples

#python #tip #random #examples #standardlibrary #techniques #bootstrapping #resampling #statistics #simulations #modeling

random β€” Generate pseudo-random numbers

Source code: Lib/random.py This module implements pseudo-random number generators for various distributions. For integers, there is uniform selection from a range. For sequences, there is uniform s...

Python documentation