Research

Human-centered music AI, local agents, creative systems

Research map

Research map

01

Human-centered music AI

Local, customizable and user-controlled AI systems for composers, producers and performers, with emphasis on agency, privacy and computational sovereignty.

Open focus ->
02

Ableton Live Local AI Agent

A DAW-facing agent for semantic commands, session memory, audio observations, Max for Live integration and creative decision support.

Open focus ->
03

TouchDesigner research systems

Realtime audiovisual networks, AI hubs, data-driven interfaces, media-generation connectors used as research environments.

Open focus ->
04

Instruments and codes

Softwares and tools that treat audio and video in multiple platforms and scenarios.

Open focus ->
Current focus

Systems for audiovisual creation and local music AI

Research

Ableton Live Local AI Agent

The agent is conceived as a local collaborator for Ableton Live: it listens to session structure, receives voice or text instructions, stores project memory and returns actions that can be mediated through Max for Live and user-owned datasets.

Method

User-controlled datasets and active inference

The theoretical frame combines human-centered AI, active inference, situated creativity and data governance, shifting AI from remote content generation toward inspectable creative instruments.

Systems

Realtime observation and audiovisual feedback

TouchDesigner, Python, audio-analysis patches and Max for Live bridges become a sensorium for observing sound, visualizing decisions and testing how local agents interact with a live creative environment.

Timeline

Research notes and development path

Local AI, DAW agents and audiovisual systems

Research and prototypes around Ableton Live, Max for Live, local memory, audio observation and creative autonomy.

Doctoral program

International Doctoral program between UPV university in Valencia (ES) and "G.Braga" conservatory in Teramo (IT).

Creative systems interoperability

Research and publications on multiple softwares real time connections and artistic scenarios.

Film music computer assisted composition

Artistic research and production of composition tools for assisted film music composition systems.

Vienna Audio Modular Systems

A long-term platform for generators, effects, audio-video modules, TouchDesigner networks and instrument studies.

Music, production and teaching

A continuous practice in music technology, production, composition, workshops and educational environments.

RUNNING RESEARCHES

Running researches

AI MIXING AGENT

Local mixing and analysis agent

Research area for assistive mixing, audio-feature interpretation and session-aware support tools that can remain local to the user's studio environment.

TD DAW AGENT

TouchDesigner / Ableton bridge

A set of TouchDesigner prototypes for DAW-facing control, visual feedback and interaction between Ableton Live, Max for Live and local AI workflows.

TOUCHDESIGNER AI HUB

TD as a multimedia AI hub

Systems, interfaces and workflows for multiple api creative interactions through all media types.

AUDIO DSP

DSP and waveform logic

DSP code creation in multiple platforms such as Max/Gen, Juce, Max4Live, in areas relative to synthesis, assisted composition and interface control.

HW TO VST

MODEL 601 VST3 version

Porting the original TD prototype in multiple platforms such as FPGA, VST, VCV rack.

RESONANT INTERFACES

Audiovisual cooperative installation

Research framing for interactive systems where sound, image, interface and body-space relations are treated as one compositional environment.