Singing Voice Conversion: Training AI on Distressed Vocals
Have you ever tried singing? What about extreme rock vocal techniques, like hoarse vocals? What about doing it the same way across time? This singing…
Audio AI
Best Open-Source AI Music Generator 2026
Every couple of weeks, another open-source ai music generator model launches with a headline claiming Suno parity. Sometimes it is the abstract,…
SAM Audio: Redefining Sound with Multi-Modal AI
If you've ever tapped on a person in an Instagram photo and watched them lift cleanly from the background as a sticker – that's Meta's Segment…
AI for Musicians: The New Creative Process
In 2020, Billie Eilish swept the Grammys: Album of the Year, Record of the Year, Song of the Year, Best New Artist. The album that won it all was…
AI Music Technology for Piano Transcription
AI music technology is becoming a critical layer in modern digital products. Music education platforms, creative software, rights management systems,…
How Text-to-Speech Models Work: Theory and Practice
Text-to-speech (TTS) has been a popular topic for some time, and its development shows no signs of slowing down. There are a plethora of deep learning…
GStreamer for Computer Vision and Audio Processing
You might have heard of something called “GStreamer”. I know what you think. This is some old and boring geek-and-nerd stuff from Linux, right? But…
Writings on the Wall: Recognizing Speech on Spectrograms
If you’ve ever come close to anything related to audio or other signal processing, you likely already know about spectrograms. Those fancy-looking and…
Audio Processing Basics in Python
If you want to try some sound processing in Python (with neural network or otherwise) and don’t know where to start, then this article is for you.…