Mastering for AI Music: LUFS, Streaming Standards, and Auto Mastering for Suno & Udio
auto masteringLUFSSuno masteringUdio masteringAI musicstreaming platformsloudness standardsSpotify mastering
Learn how to master AI-generated music for streaming platforms. Understand LUFS loudness standards, fix Suno and Udio tracks, and use auto mastering to meet Spotify requirements.
12/30/202514 min read
How to Get High Quality Stems: The Complete Guide to AI Stem Splitting
stem splittingSAM audioDemucsacapella extractioninstrument isolationSUNO stemsaudio separationAI music production
Learn how to get high quality stems with AI stem splitting. Extract vocals, drums, and any instrument track. Discover why SAM Audio and Demucs power advanced stem separation for better SUNO stems and acapella isolation.
12/29/202512 min read
How to Upscale MP3 to WAV: Restore Audio Quality with AI
audio upscalingmp3 restorationwav conversionai audio enhancementmusic qualitylossless audio
Learn how to upscale MP3 files to high-quality WAV using AI audio restoration. Restore frequencies to 20khz, remove compression artifacts, and convert to true 24-bit lossless audio.
12/29/202511 min read
Why AI models ignore 'No Drums' prompts (And What Actually Works)
suno-aistem-separationpromptingdrum-removalai-musicaudio-processing
AI music models not following your prompts? Learn why text commands fail for drum removal and how stem separation gives you clean, drumless tracks.
12/19/20256 min read
How to Download Udio Music: Get Your Tracks Back
udioai musicdownloadneural analogpersonal use
Udio removed downloads after their UMG settlement. Here's how to download your Udio creations for personal listening using Neural Analog—complete with cover art and metadata.
12/18/20255 min read
Spleeter vs Demucs: Which AI Stem Separator Wins?
spleeterdemucsstem separation
Compare Spleeter and Demucs for AI stem separation. Learn which model wins on speed, quality, and real-world performance for music production.
12/1/20258 min read
How to load .sfz files? Sforzando Player Installation Guide
sforzandosfztutorial
Beginner-friendly guide that explains how to install a DAW, load the free sforzando VST, and play an SFZ instrument downloaded from NeuralAnalog.
11/25/20256 min read
A guide to the AFTER Model: Real-Time Neural Audio Control by IRCAM
neural audiodiffusionrealtimeircammiditimbre transfereffects
Guide to the AFTER model by IRCAM: A latent diffusion architecture for real-time timbre transfer and polyphonic MIDI control.
11/19/20256 min read
DDSP (Differentiable Digital Signal Processing), finally explained
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A complete guide to DDSP architecture, training, and real-world applications for neural audio synthesis.
11/17/20256 min read
Top 7 Free Neural Network Guitar VST Plugins in 2025
free vstguitar pluginamp modelingneural audioeffects
Discover the best free VST plugins using neural networks and machine learning for guitar amp modeling and pedal emulation.
11/16/20256 min read
A guide to the RAVE Model: Realtime AI Audio by IRCAM
raveneural audiovaerealtimeircammiditimbre transfer
Complete guide to RAVE neural audio model for real-time synthesis in DAWs. Learn about training, inference, and new works.
11/15/20257 min read
How to set up Raspiaudio Audio+ on Jetson Nano
jetson nanotutorial
Step-by-step guide to configure the Raspiaudio Audio+ board on a Jetson Nano (B02). Includes pin configuration, systemd fix, and flashing tips.
11/1/20258 min read