Decoding AI Stem Splitting - Sources & Credits

This page lists the sources and credits for this video:

Decoding "AI" Stem Splitting

Video Sources

BSS Video
https://www.youtube.com/watch?v=27ToK4xXQMg

ISSE Video
https://www.youtube.com/watch?v=m8pyoAcd5Mo

Classic Albums - Steely Dan: Aja
https://www.imdb.com/title/tt0268225/

Remastering David Bowie - Space Oddity | An Explainer
https://www.youtube.com/watch?v=OgjGBdGQ5X0

CAnalog Tape Clip
ERR June 21, 2026 1:00am-1:30am EEST

The Beatles The Long And Winding Road Official Promotional Video
https://archive.org/details/the-beatles-the-long-and-winding-road-official-promotional-video/Get+Back+-+1s+Preview.mp4

Sony demos the CD at TED in 1984
https://www.youtube.com/watch?v=WABAlJHPdnw&t=21s

Digidesign Pro-Tools v1.0 demo
https://www.youtube.com/watch?v=FEh-7Niw8lk

UNSW eLearning DSP lecture
https://www.youtube.com/watch?v=6e4xHiTn_G0

Pro-Tools demo (1993)
https://www.youtube.com/watch?v=4EUPmcRipio

Speak & Spell Commercials
https://www.youtube.com/watch?v=mL2k1Gp8ywE
https://www.youtube.com/watch?v=qM8FcN0aAvU
https://www.youtube.com/watch?v=LSlplE8jx5E

How Digital Audio Works - Computerphile
https://www.youtube.com/watch?v=1RIA9U5oXro

Track and User Interface Enhancements | Cubase Pro 8.5 Q&A with Greg Ondo
https://www.youtube.com/watch?v=w0ahhpfNh-M

The Studer Legend - The History Of Our Tape Machines
https://www.youtube.com/watch?v=DDj7k4R4hoM

MSS Demonstration Video
https://www.youtube.com/watch?v=1vl2eQZCX34

ICA Video
https://www.youtube.com/watch?v=XMeI-bh-zJI

NNMF Video
https://www.youtube.com/watch?v=vc-WlAqv17c

CES 1997
https://archive.org/details/CC1421_ces

Pro-Tools SE
https://www.youtube.com/watch?v=r_0Z3OCaxxA

Microsoft Research Video - Music Information Retrieval
https://archive.org/details/Microsoft_Research_Video_104155

Harmonix Music Systems Intro
https://www.youtube.com/watch?v=COIMegK7HbY

Napster In The News
https://www.youtube.com/watch?v=L23UJfvptd8

Guitar Hero Trailer
https://www.youtube.com/watch?v=_-42G346H1Q

Guitar Hero Gameplay #1
https://www.youtube.com/watch?v=EVYzWezGEBQ

Guitar Hero Gameplay #2
https://www.youtube.com/watch?v=V056QU3V1t8

Rick Beato - What Makes This Song Great - “Smells Like Teen Spirit”
https://www.youtube.com/watch?v=l1ZnWc-sFd0

Rick Beato - What Makes This Song Great - “Just What I Needed”
https://www.youtube.com/watch?v=44NUPu7cVfI

Rick Beato - What Makes This Song Great - “Since U Been Gone”
https://www.youtube.com/watch?v=6ZkpF_CQpSY

How to Edit Audio in Studio One | PreSonus
https://www.youtube.com/watch?v=KOCGKIGaH0E

How to Use Advanced Stem Separation on Suno
https://www.youtube.com/watch?v=DqYuA_Wpkac

Article Sources

Analog Vs Digital Music: The Enduring Appeal of Analog Sound - Moon Audio
https://www.moon-audio.com/blogs/expert-advice/analog-vs-digital-which-is-better

A Quick Guide in Understanding Digital Audio - Sony
https://www.sony.com/electronics/support/articles/00165079

Mid-Side Mixing
https://www.izotope.com/community/blog/8-common-mistakes-in-mid-side-mixing

Phantom Centre Extraction
https://mvsep.com/algorithms/125

Goldwave - Center Channel Extraction/Isolation
https://musichack.wordpress.com/gw-tutorials/center-channel-extractionisolation/

ABC News On Guitar-Hero Sales
https://abcnews.com/Technology/story?id=4292090&page=1

Facebook Hires Wave Group Sound
https://techcrunch.com/2014/08/26/facebook-acquires-a-sound-studio-to-help-power-its-app-factory/

Labels Want More Money From Guitar-Hero
https://www.techgoondu.com/2008/08/08/warner-music-wants-more-moolah-from-guitar-hero/

Bands Making Money Off Guitar-Hero Games
https://www.seattlepi.com/business/article/rock-bands-cashing-in-on-guitar-hero-players-1295483.php

Machine Learning Stem Splitters
https://www.jumpingrivers.com/blog/stem-splitting/

MSST Article
https://arxiv.org/abs/2607.23395

The Evolution Of Music Source Separation
https://beatstorapon.com/blog/the-evolution-of-music-source-separation-open-research-to-real-world-audio/

Journal Of Voice Article
https://www.jvoice.org/article/S0892-1997(25)00543-0/fulltext

Toby Murray Article
https://verse.systems/blog/post/2025-01-17-ml-source-separation/

Open-UnMix Paper
https://joss.theoj.org/papers/10.21105/joss.01667

Open-UnMix Article
https://sigsep.github.io/open-unmix/#%E2%AD%90%EF%B8%8F-news

Null Test Article
https://www.production-expert.com/production-expert-1/why-your-audio-null-test-might-be-lying-to-you

Demucs Research Paper
https://research.facebook.com/publications/hybrid-transformers-for-music-source-separation/

Demucs @ The Sony De-Mixing Challenge
https://www.frontiersin.org/journals/signal-processing/articles/10.3389/frsip.2021.808395/full

Stem Separation - How AI Has Found Its Way Into Music Production
https://www.jumpingrivers.com/blog/stem-splitting/

Links

Open-UnMix Github
https://github.com/sigsep/open-unmix-pytorch

Demucs GitHub
https://github.com/facebookresearch/demucs

Image Sources

MSS - Wiki By ShieldsOfDestiny - Own work, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=162983985 Audio Source Separation Diagram https://www.researchgate.net/figure/Audio-source-separation_fig2_335339440 Speaker icon By Alvaro Cabrera from Noun Project (CC BY 3.0) Digital signal graphic By Original: Rbj (talk · contribs)Derivative work: wdwd (talk · contribs) - This file was derived from: Digital.signal.svg:(zero-order sample&hold), Public Domain, https://commons.wikimedia.org/w/index.php?curid=10864398 Source separation graphic https://source-separation.github.io/tutorial/intro/src_sep_101.html Kazaa Logo By Kazaa - The logo may be obtained from Kazaa, Public Domain, https://commons.wikimedia.org/w/index.php?curid=68705626 Limewire Logo GPL, https://commons.wikimedia.org/w/index.php?curid=445488