Musical Interface
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A Minimalist Brain-Computer Musical Interface for Real-Time Emotion-Driven Sonification: System Design and Preliminary Evaluation
arXiv:2606.01473v1 Announce Type: new Abstract: This paper presents a minimalist brain-computer Musical Interface (BCMI) that functions as a real-time affective sonification system, translating prefrontal EEG activity into adaptive music. Emotional valence is estimated from frontal alpha asymmetry (AF7/AF8) and mapped to musical features such as mode, tempo, rhythmic density, and pitch register through a stochastic generative algorithm. The system integrates wireless EEG acquisition,...
FXplorer: A Map-Based Interface for Exploratory Audio Effect Design
arXiv:2606.08286v1 Announce Type: new Abstract: Audio effects (FX) shape sound in contemporary music practice. However, most interfaces present them as discrete modules and parameters that favor targeted adjustment over exploratory listening. This separation can make it difficult to build intuition about the broader space of possible transformations or to move fluidly between searching and refinement.
Channel-Oriented Design for EEG-to-Music Reconstruction
Announce Type: new Abstract: Brain-computer interfaces aim to decode naturalistic stimuli from neural signals, yet most progress to date has focused on vision and language. In this article, we study a more challenging but far less explored setting, EEG-to-music reconstruction, where signals are weak, distributed, and highly susceptible to noise and channel variability. Our central finding is that early channel mixing destroys weak but discriminative EEG signals.
How Far Can Chord-Symbol Time-Series Adaptation Carry Genre Identity? Capabilities and Boundaries in Multi-Genre Chord-Symbol Modeling
Announce Type: new Abstract: Harmony is a compact symbolic layer where mathematical pitch relations, acoustic consonance, and musical convention meet. This report treats chord-symbol sequences not as a complete representation of music, but as an interpretable, controllable time series for genre-local harmonic modeling. Starting from a frozen pop-jazz Music Transformer checkpoint, I evaluate how far small adaptation interfaces can extend the model to eleven target genres: blues, bossa nova,...
Top 10 AI Tools in 2023 That Will Make Your Life Easier
this article, we explore the top 10 AI tools that are driving innovation and efficiency in various industries. These tools are designed to automate repetitive tasks, improve workflow, and increase productivity. The tools included in our list are some of the most advanced and widely used in the market, and are suitable for a variety of applications.
Universal Audio Volt 876 USB Audio Interface Review: Pro-Level Polish
In the fall of 2006, I decided emo was out and IDM was in. Fueled by the hope of becoming the next Four Tet or Aphex Twin, I marched into my local Guitar Center and purchased an audio interface to convert my guitar and vocals into ones and zeroes, then mangle them in Ableton Live. When I got home, I plugged a brand-new M-Audio Fast Track Pro into my Windows desktop and immediately hit a brick wall of audio driver configuration hell.
Jef Raskin, the Visionary Behind the Mac (2013)
Jef Raskin founded the Macintosh project at Apple, which led to the development of the Apple Mac and the popularisation of the graphical user-interface. He was Apple employee #31 and left the Macintosh team in mid-1981 after Steve Jobs took over the project. Jason Walsh: Before the Mac you were a professor of music.
RIP software hackathons. Long live the hardware hackathon
I took part in a hackathon in Vilnius the other weekend (courtesy of Basedcollective) during the pink soup festival. I brought along an old rotary phone and our two-man team spent the next 48 hours sticking our fingers in it. We wired a Raspberry Pi into the phone which interfaced with all of its IO and communicated with our server via a single websocket connection which controlled everything from two-way audio, the bell ringer (with custom frequency and audio patterns) and the hangup switch.
5 Best Smart Speakers (2026): Alexa, Google Assistant, Siri
There are three big players when it comes to finding the best smart speaker: Amazon, Google, and Apple's voice assistant-powered devices. But each system has its own benefits and limitations, and finding the right smart speaker for you requires considering several factors. You likely already have a favorite ecosystem.
Ask HN: What are tools you have made for yourself since the advent of AI?
I've made a number of ceramic molds for slumping fused glass into bowls. As well as wooden templates for ceramic mugs. I've devised a few carrying tools to move glass frit paintings from my studio down to my barn where the kilns sit without spilling the glass.