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Activation Patching for Interpretable Steering in Music Generation

arXiv.org
Understanding how large audio models represent music, and using that understanding to steer generation, is both challenging and underexplored. Inspired by mechanistic interpretability in language models, where direction vectors in transformer residual ...
Simone Facchiano   +6 more
semanticscholar   +1 more source

Emotion Modulation in Psychiatric Patients Through Music

Music Perception, 2012
This study explores differences in the use of music in everyday life among diagnostic groups of a psychiatric population (n = 180) in reference to a group of healthy subjects (n = 430). The results indicate that patients with mental disorders use music more for emotion modulation than healthy controls.
Stefan Gebhardt   +2 more
openaire   +1 more source

FLUX that Plays Music

arXiv.org
This paper explores a simple extension of diffusion-based rectified flow Transformers for text-to-music generation, termed as FluxMusic. Generally, along with design in advanced Flux\footnote{https://github.com/black-forest-labs/flux} model, we transfers
Zhengcong Fei   +3 more
semanticscholar   +1 more source

A module for syntactic processing in music?

Trends in Cognitive Sciences, 2006
Music and language have rules governing the structural organization of events. By analogy to language, these rules are referred to as the ‘syntactic rules’ of music. Does this analogy imply that the brain actually performs syntactic computations on musical structures, similar to those for language and based on a specialized module [1–3]? In contrast to
Emmanuel Bigand   +2 more
openaire   +1 more source

The underlying roles and neurobiological mechanisms of Music-Based Intervention in Alzheimer's disease: A comprehensive review.

Ageing Research Reviews
Non-pharmacological therapy has gained popularity in the intervention of Alzheimer's disease (AD) due to its apparent therapeutic effectiveness and the limitation of biological drug.
Liyang Sun, Qin Wang, Jing Ai
semanticscholar   +1 more source

MUSIC Based Multipath Delay Estimation Method in the Fractional Domain for OFDM-LFM

IEEE Signal Processing Letters
This letter proposes a high-resolution multipath time delay estimation (TDE) method for orthogonal frequency division multiplexing linear frequency modulation (OFDM-LFM) signals.
Jiaojiao Liu   +3 more
semanticscholar   +1 more source

The effectiveness of iso principle mood modulation playlists in inpatient psychiatry: A post-hoc analysis

Music and Medicine
This post-hoc data analysis study investigates the impact of iso principle-informed mood modulation playlists (MMPLs) on mood ratings using a Likert scale. Pre- and post-listening mood ratings were collected as part of routine music therapy procedures in
Audrey Zybura, J. Head
semanticscholar   +1 more source

Delay-Doppler Parameter Estimation for DFRC-OTFS Using 2D Root-MUSIC

International Radar Conference
Orthogonal time frequency space (OTFS) is a modulation scheme based on transmitting information symbols over ideal pulse-Doppler radar signals. As a result, the pilot component of an OTFS transmitted signal can be designed to take the form of a desired ...
Akshay S. Bondre   +2 more
semanticscholar   +1 more source

Interface Modules for Extended Reality in Music

The growing possibilities and availability of immersive technologies in the field of Extended Reality (XR) are leading to new potentials in the context of Musical XR, like the emergence of new concepts for virtual reality musical instruments (VRMIs), reception, and composition and performance practices.
Dziwis, Damian, Hadjakos, Aristotelis
openaire   +1 more source

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